示例#1
0
def test_default_input_tables():
    net = pandapipes.create_empty_network()

    junction_input = list(copy.deepcopy(net.junction.columns))
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    junction_input_create = list(net.junction.columns)
    assert junction_input == junction_input_create, "Input does not equal Table in create-function"

    junction_input = list(copy.deepcopy(net.junction.columns))
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=283, hallo=2)
    junction_input_create = list(net.junction.columns)
    assert junction_input != junction_input_create, "Input equals create-table, but they shouldn't"

    pipe_input = list(copy.deepcopy(net.pipe.columns))
    pandapipes.create_pipe_from_parameters(net,
                                           0,
                                           1,
                                           6,
                                           diameter_m=0.2,
                                           k_mm=.1,
                                           sections=6,
                                           alpha_w_per_m2k=5)
    pipe_input_create = list(net.pipe.columns)
    assert pipe_input == pipe_input_create, "Input does not equal Table in create-function"

    ext_grid_input = list(copy.deepcopy(net.ext_grid.columns))
    pandapipes.create_ext_grid(net, 0, p_bar=5, t_k=330, type="pt")
    ext_grid_input_create = list(net.ext_grid.columns)
    assert ext_grid_input == ext_grid_input_create, "Input does not equal Table in create-function"
示例#2
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def test_exclude_unconnected_junction():
    """
    test if unconnected junctions that do not have the highest index are excluded correctly
    (pipeflow fails if reduced_pit does not reindex the reduced nodes correctly)
    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network(fluid="lgas")

    j1 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 1")
    _ = pandapipes.create_junction(net,
                                   pn_bar=1.05,
                                   tfluid_k=293.15,
                                   name="unconnected junction")
    j3 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 3")

    pandapipes.create_ext_grid(net, junction=j1, p_bar=1.1, t_k=293.15)
    pandapipes.create_sink(net, junction=j3, mdot_kg_per_s=0.045)
    pandapipes.create_pipe_from_parameters(net,
                                           from_junction=j1,
                                           to_junction=j3,
                                           length_km=0.1,
                                           diameter_m=0.05)
    pandapipes.pipeflow(net)
    assert net.converged
示例#3
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def test_temperature_internal_nodes_tee_2ab_1zu():
    """

    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network("net", add_stdtypes=False)
    d = 75e-3
    j0 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    j1 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    j2 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    j3 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    pandapipes.create_ext_grid(net, j0, p_bar=5, t_k=350, type="pt")
    pandapipes.create_sink(net, j2, mdot_kg_per_s=1)
    pandapipes.create_sink(net, j3, mdot_kg_per_s=1)

    pandapipes.create_pipe_from_parameters(net, j0, j1, 2.5, d, k_mm=.1, alpha_w_per_m2k=5)
    pandapipes.create_pipe_from_parameters(net, j1, j2, 2.5, d, k_mm=.1, alpha_w_per_m2k=5)
    pandapipes.create_pipe_from_parameters(net, j1, j3, 2.5, d, k_mm=.1, alpha_w_per_m2k=5)

    pandapipes.create_fluid_from_lib(net, "water", overwrite=True)

    pandapipes.pipeflow(net, stop_condition="tol", iter=70, friction_model="nikuradse",
                        mode='all', transient=False, nonlinear_method="automatic", tol_p=1e-4,
                        tol_v=1e-4)

    data = pd.read_csv(os.path.join(internals_data_path, "Temperature_tee_2ab_1zu_an.csv"),
                       sep=';', header=0, keep_default_na=False)
    temp_an = data["T"]

    temp_pandapipes = net.res_junction["t_k"]
    temp_diff = np.abs(1 - temp_pandapipes / temp_an)

    assert np.all(temp_diff < 0.01)
示例#4
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def test_pump_from_regression_parameteres():
    """

        :return:
        :rtype:
        """
    net = pandapipes.create_empty_network("net", add_stdtypes=False)

    j1 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j2 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j3 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j4 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)

    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j2,
                                           k_mm=1.,
                                           length_km=0.43380,
                                           diameter_m=0.1022)
    pandapipes.create_pipe_from_parameters(net,
                                           j3,
                                           j4,
                                           k_mm=1.,
                                           length_km=0.26370,
                                           diameter_m=0.1022)
    pandapipes.create_ext_grid(net, j1, 5, 283.15, type="p")
    pandapipes.create_pump_from_parameters(net,
                                           j2,
                                           j3,
                                           'P1',
                                           regression_parameters=[
                                               -1.48620799e-04,
                                               -1.29656785e-02, 6.10000000e+00
                                           ])
    pandapipes.create_sink(net, j4, 0.02333)

    pandapipes.create_fluid_from_lib(net, "lgas", overwrite=True)

    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=3,
                        friction_model="nikuradse",
                        mode="hydraulics",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    data = pd.read_csv(os.path.join(internals_data_path, "test_pump.csv"),
                       sep=';')

    res_junction = net.res_junction.p_bar.values
    res_pipe = net.res_pipe.v_mean_m_per_s.values

    p_diff = np.abs(1 - res_junction / data['p'].dropna().values)
    v_diff = np.abs(1 - res_pipe / data['v'].dropna().values)

    assert np.all(p_diff < 0.01)
    assert np.all(v_diff < 0.01)
示例#5
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def test_gas_internal_nodes():
    """

    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network("net", add_stdtypes=False)
    d = 209.1e-3
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_pipe_from_parameters(net, 0, 1, 12.0, d, k_mm=.5, sections=12)
    pandapipes.create_ext_grid(net, 0, p_bar=51 - 1.01325, t_k=285.15, type="pt")
    pandapipes.create_sink(net, 1, mdot_kg_per_s=0.82752 * 45000 / 3600)
    pandapipes.add_fluid_to_net(net, pandapipes.create_constant_fluid(
        name="natural_gas", fluid_type="gas", viscosity=11.93e-6, heat_capacity=2185,
        compressibility=1, der_compressibility=0, density=0.82752
    ))
    pandapipes.pipeflow(net, stop_condition="tol", iter=70, friction_model="nikuradse",
                        transient=False, nonlinear_method="automatic", tol_p=1e-4, tol_v=1e-4)

    pipe_results = Pipe.get_internal_results(net, [0])

    data = pd.read_csv(os.path.join(internals_data_path, "gas_sections_an.csv"), sep=';', header=0,
                       keep_default_na=False)
    p_an = data["p1"] / 1e5
    v_an = data["v"]
    v_an = v_an.drop([0])

    pipe_p_data_idx = np.where(pipe_results["PINIT"][:, 0] == 0)
    pipe_v_data_idx = np.where(pipe_results["VINIT"][:, 0] == 0)
    pipe_p_data = pipe_results["PINIT"][pipe_p_data_idx, 1]
    pipe_v_data = pipe_results["VINIT"][pipe_v_data_idx, 1]

    node_pit = net["_pit"]["node"]

    junction_idx_lookup = get_lookup(net, "node", "index")[Junction.table_name()]
    from_junction_nodes = junction_idx_lookup[net["pipe"]["from_junction"].values]
    to_junction_nodes = junction_idx_lookup[net["pipe"]["to_junction"].values]

    p_pandapipes = np.zeros(len(pipe_p_data[0]) + 2)
    p_pandapipes[0] = node_pit[from_junction_nodes[0], PINIT]
    p_pandapipes[1:-1] = pipe_p_data[:]
    p_pandapipes[-1] = node_pit[to_junction_nodes[0], PINIT]
    p_pandapipes = p_pandapipes + 1.01325
    v_pandapipes = pipe_v_data[0, :]

    p_diff = np.abs(1 - p_pandapipes / p_an)
    v_diff = np.abs(v_an - v_pandapipes)

    assert np.all(p_diff < 0.01)
    assert np.all(v_diff < 0.4)
示例#6
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def test_hydraulic_only():
    """

    :return:
    :rtype:
    """
    net = pp.create_empty_network("net")
    d = 75e-3
    pp.create_junction(net, pn_bar=5, tfluid_k=283)
    pp.create_junction(net, pn_bar=5, tfluid_k=283)
    pp.create_pipe_from_parameters(net,
                                   0,
                                   1,
                                   6,
                                   diameter_m=d,
                                   k_mm=.1,
                                   sections=1,
                                   alpha_w_per_m2k=5)
    pp.create_ext_grid(net, 0, p_bar=5, t_k=330, type="pt")
    pp.create_sink(net, 1, mdot_kg_per_s=1)

    pp.create_fluid_from_lib(net, "water", overwrite=True)

    pp.pipeflow(net,
                stop_condition="tol",
                iter=70,
                friction_model="nikuradse",
                transient=False,
                nonlinear_method="automatic",
                tol_p=1e-4,
                tol_v=1e-4)

    data = pd.read_csv(os.path.join(data_path, "hydraulics.csv"),
                       sep=';',
                       header=0,
                       keep_default_na=False)

    node_pit = net["_pit"]["node"]
    branch_pit = net["_pit"]["branch"]

    v_an = data.loc[0, "pv"]
    p_an = data.loc[1:3, "pv"]

    p_pandapipes = node_pit[:, PINIT]
    v_pandapipes = branch_pit[:, VINIT]

    p_diff = np.abs(1 - p_pandapipes / p_an)
    v_diff = np.abs(v_pandapipes - v_an)

    assert np.all(p_diff < 0.01)
    assert (np.all(v_diff < 0.05))
示例#7
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def net_plotting():
    net = pandapipes.create_empty_network(fluid="lgas")

    # create network elements, such as junctions, external grid, pipes, valves, sinks and sources
    junction1 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15,
                                           name="Connection to External Grid", geodata=(0, 0))
    junction2 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 2",
                                           geodata=(2, 0))
    junction3 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 3",
                                           geodata=(7, 4))
    junction4 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 4",
                                           geodata=(7, -4))
    junction5 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 5",
                                           geodata=(5, 3))
    junction6 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 6",
                                           geodata=(5, -3))
    junction7 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 7",
                                           geodata=(9, -4))
    junction8 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 7",
                                           geodata=(9, 4))

    pandapipes.create_ext_grid(net, junction=junction1, p_bar=1.1, t_k=293.15,
                               name="Grid Connection")
    pandapipes.create_pipe_from_parameters(net, from_junction=junction1, to_junction=junction2,
                                           length_km=10, diameter_m=0.3, name="Pipe 1",
                                           geodata=[(0, 0), (2, 0)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction2, to_junction=junction3,
                                           length_km=2, diameter_m=0.3, name="Pipe 2",
                                           geodata=[(2, 0), (2, 4), (7, 4)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction2, to_junction=junction4,
                                           length_km=2.5, diameter_m=0.3, name="Pipe 3",
                                           geodata=[(2, 0), (2, -4), (7, -4)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction3, to_junction=junction5,
                                           length_km=1, diameter_m=0.3, name="Pipe 4",
                                           geodata=[(7, 4), (7, 3), (5, 3)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction4, to_junction=junction6,
                                           length_km=1, diameter_m=0.3, name="Pipe 5",
                                           geodata=[(7, -4), (7, -3), (5, -3)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction7, to_junction=junction8,
                                           length_km=1, diameter_m=0.3, name="Pipe 6",
                                           geodata=[(9, -4), (9, 4)])
    pandapipes.create_valve(net, from_junction=junction5, to_junction=junction6, diameter_m=0.05,
                            opened=True)
    pandapipes.create_heat_exchanger(net, junction3, junction8, diameter_m=0.3, qext_w=20000)
    pandapipes.create_sink(net, junction=junction4, mdot_kg_per_s=0.545, name="Sink 1")
    pandapipes.create_source(net, junction=junction3, mdot_kg_per_s=0.234)
    pandapipes.create_pump_from_parameters(net, junction4, junction7, 'P1')

    return net
示例#8
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def test_pump_bypass_high_vdot():
    """
    High flow: pressure lift not <0, always >=0
        :return:
        :rtype:
        """
    net = pandapipes.create_empty_network("net", add_stdtypes=True)

    j1 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j2 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j3 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j4 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)

    pandapipes.create_pipe(net,
                           j1,
                           j2,
                           std_type='2000_ST<16',
                           k_mm=0.1,
                           length_km=0.1)
    pandapipes.create_pipe(net,
                           j3,
                           j4,
                           std_type='2000_ST<16',
                           k_mm=0.1,
                           length_km=0.1)
    pandapipes.create_ext_grid(net, j1, 5, 283.15, type="p")
    pandapipes.create_pump(net, j2, j3, std_type='P1')
    pandapipes.create_sink(net, j4, 1000)

    pandapipes.create_fluid_from_lib(net, "hgas", overwrite=True)

    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=30,
                        friction_model="nikuradse",
                        mode="hydraulics",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    assert net.res_pump.deltap_bar.isin([0]).all()
    assert np.isclose(net.res_junction.loc[1, "p_bar"],
                      net.res_junction.loc[2, "p_bar"])
def test_heat_only():
    net = pp.create_empty_network("net")
    d = 75e-3
    pp.create_junction(net, pn_bar=5, tfluid_k=283)
    pp.create_junction(net, pn_bar=5, tfluid_k=283)
    pp.create_pipe_from_parameters(net, 0, 1, 6, diameter_m=d, k_mm=.1, sections=6,
                                   alpha_w_per_m2k=5)
    pp.create_ext_grid(net, 0, p_bar=5, t_k=330, type="pt")
    pp.create_sink(net, 1, mdot_kg_per_s=1)

    pp.create_fluid_from_lib(net, "water", overwrite=True)

    pp.pipeflow(net, stop_condition="tol", iter=70, friction_model="nikuradse",
                 nonlinear_method="automatic", mode="all")

    ntw = pp.create_empty_network("net")
    d = 75e-3
    pp.create_junction(ntw, pn_bar=5, tfluid_k=283)
    pp.create_junction(ntw, pn_bar=5, tfluid_k=283)
    pp.create_pipe_from_parameters(ntw, 0, 1, 6, diameter_m=d, k_mm=.1, sections=6,
                                   alpha_w_per_m2k=5)
    pp.create_ext_grid(ntw, 0, p_bar=5, t_k=330, type="pt")
    pp.create_sink(ntw, 1, mdot_kg_per_s=1)

    pp.create_fluid_from_lib(ntw, "water", overwrite=True)


    pp.pipeflow(ntw, stop_condition="tol", iter=50, friction_model="nikuradse",
                nonlinear_method="automatic", mode="hydraulics")

    p = ntw._pit["node"][:, 5]
    v = ntw._pit["branch"][:, 12]
    u = np.concatenate((p, v))


    pp.pipeflow(ntw, sol_vec = u, stop_condition="tol", iter=50, friction_model="nikuradse",
                 nonlinear_method="automatic", mode = "heat")

    T_net = net.res_junction.t_k
    T_ntw = ntw.res_junction.t_k

    T_diff = np.abs(1 - T_net / T_ntw)

    assert np.all(T_diff < 0.01)
示例#10
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def test_pump_bypass_on_reverse_flow():
    """
    reverse flow = no pressure lift
        :return:
        :rtype:
        """
    net = pandapipes.create_empty_network("net", add_stdtypes=True)

    j1 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j2 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j3 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)
    j4 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15)

    pandapipes.create_pipe(net,
                           j1,
                           j2,
                           std_type='125_PE_80_SDR_11',
                           k_mm=1.,
                           length_km=10)
    pandapipes.create_pipe(net,
                           j3,
                           j4,
                           std_type='125_PE_80_SDR_11',
                           k_mm=1.,
                           length_km=12)
    pandapipes.create_ext_grid(net, j1, 5, 283.15, type="p")
    pandapipes.create_pump(net, j2, j3, std_type='P1')
    pandapipes.create_source(net, j4, 0.02333)

    pandapipes.create_fluid_from_lib(net, "hgas", overwrite=True)

    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=3,
                        friction_model="nikuradse",
                        mode="hydraulics",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    assert net.res_pump.deltap_bar.isin([0]).all()
    assert np.isclose(net.res_junction.loc[1, "p_bar"],
                      net.res_junction.loc[2, "p_bar"])
示例#11
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def test_temperature_internal_nodes_single_pipe():
    """

    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network("net", add_stdtypes=False)
    d = 75e-3
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    pandapipes.create_pipe_from_parameters(net, 0, 1, 6, d, k_mm=.1, sections=6, alpha_w_per_m2k=5)
    pandapipes.create_ext_grid(net, 0, p_bar=5, t_k=330, type="pt")
    pandapipes.create_sink(net, 1, mdot_kg_per_s=1)

    pandapipes.create_fluid_from_lib(net, "water", overwrite=True)

    pandapipes.pipeflow(net, stop_condition="tol", iter=3, friction_model="nikuradse",
                        mode="all", transient=False, nonlinear_method="automatic", tol_p=1e-4,
                        tol_v=1e-4)

    pipe_results = Pipe.get_internal_results(net, [0])

    data = pd.read_csv(os.path.join(internals_data_path, "Temperature_one_pipe_an.csv"), sep=';',
                       header=0, keep_default_na=False)
    temp_an = data["T"]

    pipe_temp_data_idx = np.where(pipe_results["TINIT"][:, 0] == 0)
    pipe_temp_data = pipe_results["TINIT"][pipe_temp_data_idx, 1]

    node_pit = net["_pit"]["node"]

    junction_idx_lookup = get_lookup(net, "node", "index")[Junction.table_name()]
    from_junction_nodes = junction_idx_lookup[net["pipe"]["from_junction"].values]
    to_junction_nodes = junction_idx_lookup[net["pipe"]["to_junction"].values]

    temp_pandapipes = np.zeros(len(pipe_temp_data[0]) + 2)
    temp_pandapipes[0] = node_pit[from_junction_nodes[0], TINIT]
    temp_pandapipes[1:-1] = pipe_temp_data[:]
    temp_pandapipes[-1] = node_pit[to_junction_nodes[0], TINIT]

    temp_diff = np.abs(1 - temp_pandapipes / temp_an)

    assert np.all(temp_diff < 0.01)
示例#12
0
def test_ext_grid_sorting():
    net = pandapipes.create_empty_network(fluid="hgas")
    j1 = pandapipes.create_junction(net, 1, 293.15, index=1)
    j2 = pandapipes.create_junction(net, 1, 293.15, index=2)
    j3 = pandapipes.create_junction(net, 1, 293.15, index=4)
    j4 = pandapipes.create_junction(net, 1, 293.15, index=5)
    j5 = pandapipes.create_junction(net, 1, 293.15, index=6)
    j6 = pandapipes.create_junction(net, 1, 293.15, index=7)

    pandapipes.create_ext_grid(net, j2, 1, 285.15, type="pt")
    pandapipes.create_ext_grid(net, j3, 1, 285.15, type="pt")
    pandapipes.create_ext_grid(net, j5, 1, 285.15, type="t")
    pandapipes.create_ext_grid(net, j1, 1, 285.15, type="pt")
    pandapipes.create_ext_grid(net, j1, 1, 285.15, type="pt")

    pandapipes.create_pipe_from_parameters(net, j1, j4, 0.1, 0.1)
    pandapipes.create_pipe_from_parameters(net, j2, j5, 0.1, 0.1)
    pandapipes.create_pipe_from_parameters(net, j3, j6, 0.1, 0.1)

    pandapipes.create_sink(net, j4, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j5, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j6, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j2, mdot_kg_per_s=0.02)

    pandapipes.pipeflow(net)

    assert np.isclose(net.res_ext_grid.at[0, "mdot_kg_per_s"],
                      -0.12,
                      atol=1e-12,
                      rtol=1e-12)
    assert np.isclose(net.res_ext_grid.at[1, "mdot_kg_per_s"],
                      -0.1,
                      atol=1e-12,
                      rtol=1e-12)
    assert np.isnan(net.res_ext_grid.at[2, "mdot_kg_per_s"])
    assert np.isclose(net.res_ext_grid.at[3, "mdot_kg_per_s"],
                      -0.05,
                      atol=1e-12,
                      rtol=1e-12)
    assert np.isclose(net.res_ext_grid.at[4, "mdot_kg_per_s"],
                      -0.05,
                      atol=1e-12,
                      rtol=1e-12)
示例#13
0
def test_heat_exchanger():
    """

        :return:
        :rtype:
        """
    net = pandapipes.create_empty_network("net", add_stdtypes=False)
    d = 75e-3

    pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    pandapipes.create_heat_exchanger(net, 0, 1, d, qext_w=20000)
    pandapipes.create_ext_grid(net, 0, p_bar=5, t_k=330, type="pt")
    pandapipes.create_sink(net, 1, mdot_kg_per_s=1)

    pandapipes.create_fluid_from_lib(net, "water", overwrite=True)

    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=3,
                        friction_model="nikuradse",
                        mode="all",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    data = pd.read_csv(os.path.join(internals_data_path,
                                    "heat_exchanger_test.csv"),
                       sep=';',
                       header=0,
                       keep_default_na=False)
    temp_an = data["T1"]

    t_pan = net.res_junction.t_k

    temp_diff = np.abs(1 - t_pan / temp_an)

    assert np.all(temp_diff < 0.01)
示例#14
0
def test_p_type():
    """

    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network("net")
    d = 75e-3
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=293.15)
    pandapipes.create_junction(net, pn_bar=5, tfluid_k=293.15)
    pandapipes.create_pipe_from_parameters(net,
                                           0,
                                           1,
                                           10,
                                           diameter_m=d,
                                           k_mm=0.1,
                                           sections=1)
    pandapipes.create_ext_grid(net, 0, p_bar=5, t_k=285.15, type="p")
    pandapipes.create_sink(net, 1, mdot_kg_per_s=1)
    pandapipes.create_fluid_from_lib(net, name="water")
    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=70,
                        friction_model="nikuradse",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    data = pd.read_csv(os.path.join(internals_data_path, "ext_grid_p.csv"),
                       sep=';',
                       header=0,
                       keep_default_na=False)
    p_comp = data["p"]
    p_pandapipes = net.res_junction["p_bar"][0]

    p_diff = np.abs(1 - p_pandapipes / p_comp.loc[0])

    assert np.all(p_diff < 0.01)
示例#15
0
def test_create_ext_grid(create_empty_net):
    net = copy.deepcopy(create_empty_net)
    pandapipes.create_junction(net, 1, 293, index=8)
    pandapipes.create_junction(net, 1, 293, index=9)
    pandapipes.create_ext_grid(net, 9, p_bar=1, t_k=295, index=2)

    with pytest.raises(UserWarning):
        pandapipes.create_ext_grid(net, junction=10, p_bar=1, t_k=295)
    with pytest.raises(UserWarning):
        pandapipes.create_ext_grid(net, junction=9, p_bar=1, t_k=295, index=2)
示例#16
0
def test_create_ext_grid(create_empty_net):
    net = copy.deepcopy(create_empty_net)
    pandapipes.create_junction(net, 1, 293, index=8)
    pandapipes.create_junction(net, 1, 293, index=9)
    pandapipes.create_ext_grid(net, 9, p_bar=1, t_k=295, index=2)

    try:
        pandapipes.create_ext_grid(net, junction=10, p_bar=1, t_k=295)
        assert False, "Shouldn't make ext_grid!"
    except UserWarning:
        assert True
    try:
        pandapipes.create_ext_grid(net, junction=9, p_bar=1, t_k=295, index=2)
        assert False, "Shouldn't make ext_grid!"
    except UserWarning:
        assert True
示例#17
0
def release_control_test_network():
    # empty net
    net = pp.create_empty_network("net", add_stdtypes=False)

    # fluid
    pp.create_fluid_from_lib(net, "water", overwrite=True)

    # junctions
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 0", index=None, in_service=True,
                       type="junction", geodata=None)
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 1")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 2")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 3")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 4")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 5")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 6")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 7")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 8")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 9")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 10")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 11")
    pp.create_junction(net, pn_bar=3, tfluid_k=293, height_m=0, name="Junction 12")

    # pipes
    pp.create_pipe_from_parameters(net, from_junction=0, to_junction=8, length_km=3, diameter_m=0.01, k_mm=1,
                                   loss_coefficient=0, sections=10, alpha_w_per_m2k=10, text_k=293,
                                   qext_w=0., name="Pipe 0", index=None, geodata=None, in_service=True, type="pipe")
    pp.create_pipe_from_parameters(net, 9, 2, length_km=6, diameter_m=0.075, k_mm=.1, sections=10,
                                   alpha_w_per_m2k=3,
                                   name="Pipe 1")
    pp.create_pipe_from_parameters(net, 2, 12, length_km=5, diameter_m=0.06, k_mm=.1, sections=10,
                                   alpha_w_per_m2k=20,
                                   name="Pipe 2")
    pp.create_pipe_from_parameters(net, 4, 12, length_km=0.1, diameter_m=0.07, k_mm=.1, sections=10,
                                   alpha_w_per_m2k=2,
                                   name="Pipe 3")
    pp.create_pipe_from_parameters(net, 5, 3, length_km=1, diameter_m=0.09, k_mm=.1, sections=10, alpha_w_per_m2k=3,
                                   name="Pipe 4")
    pp.create_pipe_from_parameters(net, 4, 11, length_km=2.5, diameter_m=0.08, k_mm=.1, sections=10,
                                   alpha_w_per_m2k=15,
                                   name="Pipe 5")
    pp.create_pipe_from_parameters(net, 7, 6, length_km=4.5, diameter_m=0.085, k_mm=.1, sections=10,
                                   alpha_w_per_m2k=2.5, name="Pipe 6")
    pp.create_pipe_from_parameters(net, 1, 7, length_km=4, diameter_m=0.03, k_mm=.1, sections=10, alpha_w_per_m2k=1,
                                   name="Pipe 7")

    # external grids
    pp.create_ext_grid(net, junction=0, p_bar=3, t_k=300, name="External Grid 0", in_service=True, index=None,
                       type="pt")
    pp.create_ext_grid(net, 1, p_bar=5, t_k=350, name="External Grid 1", type="pt")

    # sinks
    pp.create_sink(net, junction=2, mdot_kg_per_s=0.2, scaling=1., name="Sink 0", index=None, in_service=True,
                   type="sink")
    pp.create_sink(net, 3, mdot_kg_per_s=0.1, name="Sink 1")
    pp.create_sink(net, 4, mdot_kg_per_s=0.5, name="Sink 2")
    pp.create_sink(net, 5, mdot_kg_per_s=0.07, name="Sink 3")
    pp.create_sink(net, 6, mdot_kg_per_s=0.09, name="Sink 4")
    pp.create_sink(net, 7, mdot_kg_per_s=0.1, name="Sink 5")

    # sources
    pp.create_source(net, junction=8, mdot_kg_per_s=0.1, scaling=1., name="Source 0", index=None, in_service=True,
                     type="source")
    pp.create_source(net, junction=9, mdot_kg_per_s=0.03, name="Source 1")
    pp.create_source(net, junction=10, mdot_kg_per_s=0.04, name="Source 2")
    pp.create_source(net, junction=11, mdot_kg_per_s=0.09, name="Source 3")

    # valves
    pp.create_valve(net, from_junction=8, to_junction=9, diameter_m=0.1, opened=True, loss_coefficient=0,
                    name="Valve 0", index=None, type="valve")
    pp.create_valve(net, 9, 4, diameter_m=0.05, opened=True, name="Valve 1")

    # pump
    pp.create_pump_from_parameters(net, from_junction=8, to_junction=3, new_std_type_name="Pump",
                                   pressure_list=[6.1, 5.8, 4],
                                   flowrate_list=[0, 19, 83], reg_polynomial_degree=2,
                                   poly_coefficents=None, name=None, index=None, in_service=True,
                                   type="pump")

    # circulation pump mass
    pp.create_circ_pump_const_mass_flow(net, from_junction=3, to_junction=4, p_bar=6, mdot_kg_per_s=1,
                                        t_k=290, name="Circ. Pump Mass", index=None, in_service=True,
                                        type="pt")

    # circulation pump pressure
    pp.create_circ_pump_const_pressure(net, from_junction=11, to_junction=5, p_bar=5, plift_bar=2,
                                       t_k=290, name="Circ. Pump Pressure", index=None, in_service=True, type="pt")

    # heat exchanger
    pp.create_heat_exchanger(net, from_junction=10, to_junction=6, diameter_m=0.08, qext_w=50, loss_coefficient=0,
                             name="Heat Exchanger 0", index=None, in_service=True, type="heat_exchanger")
    pp.create_heat_exchanger(net, from_junction=4, to_junction=10, diameter_m=0.08, qext_w=28000,
                             loss_coefficient=0,
                             name="Heat Exchanger 1", index=None, in_service=True, type="heat_exchanger")
    # time series
    profiles_sink = pd.read_csv(os.path.join(pp_dir, 'test', 'api', 'release_cycle',
                                             'release_control_test_sink_profiles.csv'), index_col=0)
    profiles_source = pd.read_csv(os.path.join(pp_dir, 'test', 'api', 'release_cycle',
                                               'release_control_test_source_profiles.csv'), index_col=0)
    ds_sink = DFData(profiles_sink)
    ds_source = DFData(profiles_source)

    const_sink = control.ConstControl(net, element='sink', variable='mdot_kg_per_s',
                                      element_index=net.sink.index.values, data_source=ds_sink,
                                      profile_name=net.sink.index.values.astype(str))
    const_source = control.ConstControl(net, element='source', variable='mdot_kg_per_s',
                                        element_index=net.source.index.values,
                                        data_source=ds_source,
                                        profile_name=net.source.index.values.astype(str))

    const_sink.initial_run = False
    const_source.initial_run = False

    pp.pipeflow(net)

    pp.to_json(net, os.path.join(path, 'example_%s.json' % pp.__version__))

    return net
示例#18
0
def test_valve():
    """

        :return:
        :rtype:
        """
    net = pandapipes.create_empty_network("net", add_stdtypes=True)

    j0 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=5)
    j1 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=3)
    j2 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=6)
    j3 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=9)
    j4 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=20)
    j5 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=45)
    j6 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=4)
    j7 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283.15, index=8)

    pandapipes.create_ext_grid(net, j0, 5, 283.15, type="p")

    pandapipes.create_pipe_from_parameters(net,
                                           j0,
                                           j1,
                                           diameter_m=.1,
                                           k=0.1,
                                           length_km=1.)
    pandapipes.create_pipe_from_parameters(net,
                                           j3,
                                           j4,
                                           diameter_m=.1,
                                           k=0.1,
                                           length_km=.5)
    pandapipes.create_pipe_from_parameters(net,
                                           j2,
                                           j4,
                                           diameter_m=.1,
                                           k=0.1,
                                           length_km=.5)
    pandapipes.create_pipe_from_parameters(net,
                                           j5,
                                           j4,
                                           diameter_m=.1,
                                           k=0.1,
                                           length_km=.35)
    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j6,
                                           diameter_m=.1,
                                           k=0.1,
                                           length_km=.1,
                                           loss_coefficient=9000)
    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j7,
                                           diameter_m=.1,
                                           k=0.1,
                                           length_km=.1,
                                           loss_coefficient=9000)

    pandapipes.create_valve(net, j6, j2, diameter_m=0.1, opened=False)
    pandapipes.create_valve(net, j7, j3, diameter_m=0.1, opened=True)

    pandapipes.create_sink(net, j5, 0.11667)

    pandapipes.create_fluid_from_lib(net, "lgas", overwrite=True)

    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=10,
                        friction_model="nikuradse",
                        mode="hydraulics",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    data = pd.read_csv(os.path.join(internals_data_path, "test_valve.csv"),
                       sep=';')
    data_p = data['p'].dropna(inplace=False)
    data_v = data['v'].dropna(inplace=False)

    res_junction = net.res_junction.p_bar.values
    res_pipe = net.res_pipe.v_mean_m_per_s.values
    zeros = res_pipe == 0
    test_zeros = data_v.values == 0
    check_zeros = zeros == test_zeros

    assert np.all(check_zeros)

    p_diff = np.abs(1 - res_junction / data_p[data_p != 0].values)
    v_diff = np.abs(1 - res_pipe[res_pipe != 0] / data_v[data_v != 0].values)

    assert np.all(p_diff < 0.01)
    assert np.all(v_diff < 0.01)
示例#19
0
def complex_heat_connectivity_grid():
    net = pandapipes.create_empty_network()
    pandapipes.create_fluid_from_lib(net, "water")

    j1 = pandapipes.create_junction(net, 1, 320.15, index=1)
    j2 = pandapipes.create_junction(net, 1, 320.15, index=2)
    j3 = pandapipes.create_junction(net, 1, 320.15, index=3)
    j4 = pandapipes.create_junction(net, 1, 320.15, index=4, in_service=False)
    j5 = pandapipes.create_junction(net, 1, 320.15, index=5)
    j6 = pandapipes.create_junction(net, 1, 320.15, index=6)
    j7 = pandapipes.create_junction(net, 1, 320.15, index=7)
    j8 = pandapipes.create_junction(net, 1, 320.15, index=8)
    j9 = pandapipes.create_junction(net, 1, 320.15, index=9)
    j10 = pandapipes.create_junction(net, 1, 320.15, index=10)

    pandapipes.create_ext_grid(net, j1, 1, 320.15, type="p", index=5)
    pandapipes.create_ext_grid(net, j7, 1, 320.15, type="t", index=2)
    pandapipes.create_ext_grid(net, j10, 1, 320.15, type="pt", index=1)

    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j2,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           index=3)
    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j3,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           index=4)
    pandapipes.create_pipe_from_parameters(net,
                                           j2,
                                           j4,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           in_service=False,
                                           index=5)
    pandapipes.create_pipe_from_parameters(net,
                                           j3,
                                           j5,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           in_service=False,
                                           index=7)
    pandapipes.create_pipe_from_parameters(net,
                                           j6,
                                           j7,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           index=9)
    pandapipes.create_pipe_from_parameters(net,
                                           j5,
                                           8,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           in_service=False,
                                           index=8)
    pandapipes.create_pipe_from_parameters(net,
                                           j8,
                                           j10,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           index=1)
    pandapipes.create_pipe_from_parameters(net,
                                           j9,
                                           j10,
                                           0.1,
                                           0.1,
                                           alpha_w_per_m2k=5,
                                           index=2)

    pandapipes.create_valve(net, j5, j6, 0.1, index=10)
    pandapipes.create_valve(net, j4, j5, 0.1, opened=False, index=12)

    pandapipes.create_sink(net, j3, mdot_kg_per_s=0.1, index=3)
    pandapipes.create_sink(net, j4, mdot_kg_per_s=0.1, index=4)
    pandapipes.create_sink(net, j7, mdot_kg_per_s=0.2, index=5)
    pandapipes.create_sink(net, j9, mdot_kg_per_s=0.1, index=7)
    pandapipes.create_sink(net, j8, mdot_kg_per_s=0.1, index=1)
    pandapipes.create_source(net, j5, mdot_kg_per_s=0.1, index=7)
    pandapipes.create_source(net, j2, mdot_kg_per_s=0.05, index=2)

    return net
示例#20
0
def load_net():
    # create test network

    net = pandapipes.create_empty_network("test_net", fluid="lgas")
    j1 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Connection to External Grid",
                                    geodata=(0, 0))
    j2 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 2",
                                    geodata=(2, 0))
    j3 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 3",
                                    geodata=(7, 4))
    j4 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 4",
                                    geodata=(7, -4))
    j5 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 5",
                                    geodata=(5, 3))
    j6 = pandapipes.create_junction(net,
                                    pn_bar=1.05,
                                    tfluid_k=293.15,
                                    name="Junction 6",
                                    geodata=(5, -3))

    pandapipes.create_ext_grid(net,
                               junction=j1,
                               p_bar=1.1,
                               t_k=293.15,
                               name="Grid Connection")

    pandapipes.create_pipe_from_parameters(net,
                                           from_junction=j1,
                                           to_junction=j2,
                                           length_km=10,
                                           diameter_m=0.05,
                                           name="Pipe 1",
                                           geodata=[(0, 0), (2, 0)])
    pandapipes.create_pipe_from_parameters(net,
                                           from_junction=j2,
                                           to_junction=j3,
                                           length_km=2,
                                           diameter_m=0.05,
                                           name="Pipe 2",
                                           geodata=[(2, 0), (2, 4), (7, 4)])
    pandapipes.create_pipe_from_parameters(net,
                                           from_junction=j2,
                                           to_junction=j4,
                                           length_km=2.5,
                                           diameter_m=0.05,
                                           name="Pipe 3",
                                           geodata=[(2, 0), (2, -4), (7, -4)])
    pandapipes.create_pipe_from_parameters(net,
                                           from_junction=j3,
                                           to_junction=j5,
                                           length_km=1,
                                           diameter_m=0.05,
                                           name="Pipe 4",
                                           geodata=[(7, 4), (7, 3), (5, 3)])
    pandapipes.create_pipe_from_parameters(net,
                                           from_junction=j4,
                                           to_junction=j6,
                                           length_km=1,
                                           diameter_m=0.05,
                                           name="Pipe 5",
                                           geodata=[(7, -4), (7, -3), (5, -3)])

    pandapipes.create_valve(net,
                            from_junction=j5,
                            to_junction=j6,
                            diameter_m=0.05,
                            opened=True)

    pandapipes.create_sink(net,
                           junction=j4,
                           mdot_kg_per_s=5.45e-5,
                           name="Sink 1")

    pandapipes.create_source(net, junction=j3, mdot_kg_per_s=3.45e-5)

    return net
示例#21
0
def create_test_net():
    """

    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network()
    j1 = pandapipes.create_junction(net, 1, 293.15)
    j2 = pandapipes.create_junction(net, 1, 293.15)
    j3 = pandapipes.create_junction(net, 1, 293.15, in_service=False)
    j4 = pandapipes.create_junction(net, 1, 293.15)
    j5 = pandapipes.create_junction(net, 1, 293.15)
    j6 = pandapipes.create_junction(net, 1, 293.15)
    j7 = pandapipes.create_junction(net, 1, 293.15, in_service=False)

    pandapipes.create_ext_grid(net, j1, 1, 285.15, type="pt")

    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j2,
                                           0.1,
                                           0.1,
                                           sections=1,
                                           alpha_w_per_m2k=5)
    pandapipes.create_pipe_from_parameters(net,
                                           j2,
                                           j3,
                                           0.1,
                                           0.1,
                                           sections=2,
                                           alpha_w_per_m2k=5,
                                           in_service=False)
    pandapipes.create_pipe_from_parameters(net,
                                           j4,
                                           j6,
                                           0.1,
                                           0.1,
                                           sections=2,
                                           alpha_w_per_m2k=5)
    pandapipes.create_pipe_from_parameters(net,
                                           j6,
                                           j7,
                                           0.1,
                                           0.1,
                                           sections=1,
                                           alpha_w_per_m2k=5,
                                           in_service=False)
    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j5,
                                           0.1,
                                           0.1,
                                           sections=2,
                                           alpha_w_per_m2k=5)

    pandapipes.create_valve(net, j1, j4, 0.1)
    pandapipes.create_valve(net, j4, j5, 0.1, opened=False)

    pandapipes.create_sink(net, j2, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j3, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j5, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j6, mdot_kg_per_s=0.1)
    pandapipes.create_sink(net, j7, mdot_kg_per_s=0.1)

    return net
示例#22
0
def test_t_type_single_pipe():
    """

    :return:
    :rtype:
    """
    net = pandapipes.create_empty_network("net")
    d = 75e-3

    j0 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    j1 = pandapipes.create_junction(net, pn_bar=5, tfluid_k=283)
    pandapipes.create_ext_grid(net, j0, 5, 645, type="pt")
    pandapipes.create_sink(net, j1, 1)
    pandapipes.create_pipe_from_parameters(net,
                                           j0,
                                           j1,
                                           6,
                                           diameter_m=d,
                                           k_mm=.1,
                                           sections=1,
                                           alpha_w_per_m2k=5)

    pandapipes.create_fluid_from_lib(net, "water", overwrite=True)
    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=70,
                        friction_model="nikuradse",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4,
                        mode="all")

    temp = net.res_junction.t_k.values

    net2 = pandapipes.create_empty_network("net")
    d = 75e-3

    j0 = pandapipes.create_junction(net2, pn_bar=5, tfluid_k=283)
    j1 = pandapipes.create_junction(net2, pn_bar=5, tfluid_k=283)
    pandapipes.create_ext_grid(net2, j0, 5, 645, type="p")
    pandapipes.create_ext_grid(net2, j1, 100, 323.15, type="t")
    pandapipes.create_sink(net2, j1, 1)

    pandapipes.create_pipe_from_parameters(net2,
                                           j0,
                                           j1,
                                           6,
                                           diameter_m=d,
                                           k_mm=.1,
                                           sections=1,
                                           alpha_w_per_m2k=5)
    pandapipes.create_fluid_from_lib(net2, "water", overwrite=True)
    pandapipes.pipeflow(net2,
                        stop_condition="tol",
                        iter=70,
                        friction_model="nikuradse",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4,
                        mode="all")

    temp2 = net2.res_junction.t_k.values

    temp_diff = np.abs(1 - temp / temp2)

    assert np.all(temp_diff < 0.01)
示例#23
0
def test_pipe_velocity_results():
    """
        This test verifies the entries in the results table for a pipe network with pipes consisting of
        more than one section. The basic idea is that the computation is first done with only one section per pipe.
        Afterwards, the same network is calculated with more nodes. if everything works correctly, the entries
        in the result table for the velocities (from, to) should be the same.

        A T-junction is used for the test setup
        :return:
        :rtype:
        """
    net = pandapipes.create_empty_network("net", add_stdtypes=False)
    d = 209.1e-3
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_pipe_from_parameters(net,
                                           0,
                                           1,
                                           6.0,
                                           d,
                                           k_mm=.5,
                                           sections=1)
    pandapipes.create_pipe_from_parameters(net,
                                           1,
                                           2,
                                           6.0,
                                           d,
                                           k_mm=.5,
                                           sections=1)
    pandapipes.create_pipe_from_parameters(net,
                                           1,
                                           3,
                                           6.0,
                                           d,
                                           k_mm=.5,
                                           sections=1)
    pandapipes.create_ext_grid(net,
                               0,
                               p_bar=51 - 1.01325,
                               t_k=285.15,
                               type="pt")
    pandapipes.create_sink(net, 2, mdot_kg_per_s=0.82752 * 45000 / 3600 / 3)
    pandapipes.create_sink(net, 3, mdot_kg_per_s=0.82752 * 45000 / 3600 / 2)
    _add_fluid_to_net(
        net,
        pandapipes.create_constant_fluid(name="natural_gas",
                                         fluid_type="gas",
                                         viscosity=11.93e-6,
                                         heat_capacity=2185,
                                         compressibility=1,
                                         der_compressibility=0,
                                         density=0.82752))
    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=70,
                        friction_model="nikuradse",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    v_1_sec_from = net.res_pipe.v_from_m_per_s
    v_1_sec_to = net.res_pipe.v_from_m_per_s

    net = pandapipes.create_empty_network("net", add_stdtypes=False)
    d = 209.1e-3
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_junction(net, pn_bar=51, tfluid_k=285.15)
    pandapipes.create_pipe_from_parameters(net,
                                           0,
                                           1,
                                           6.0,
                                           d,
                                           k_mm=.5,
                                           sections=3)
    pandapipes.create_pipe_from_parameters(net,
                                           1,
                                           2,
                                           6.0,
                                           d,
                                           k_mm=.5,
                                           sections=4)
    pandapipes.create_pipe_from_parameters(net,
                                           1,
                                           3,
                                           6.0,
                                           d,
                                           k_mm=.5,
                                           sections=2)
    pandapipes.create_ext_grid(net,
                               0,
                               p_bar=51 - 1.01325,
                               t_k=285.15,
                               type="pt")
    pandapipes.create_sink(net, 2, mdot_kg_per_s=0.82752 * 45000 / 3600 / 3)
    pandapipes.create_sink(net, 3, mdot_kg_per_s=0.82752 * 45000 / 3600 / 2)
    _add_fluid_to_net(
        net,
        pandapipes.create_constant_fluid(name="natural_gas",
                                         fluid_type="gas",
                                         viscosity=11.93e-6,
                                         heat_capacity=2185,
                                         compressibility=1,
                                         der_compressibility=0,
                                         density=0.82752))
    pandapipes.pipeflow(net,
                        stop_condition="tol",
                        iter=70,
                        friction_model="nikuradse",
                        transient=False,
                        nonlinear_method="automatic",
                        tol_p=1e-4,
                        tol_v=1e-4)

    v_n_sec_from = net.res_pipe.v_from_m_per_s
    v_n_sec_to = net.res_pipe.v_from_m_per_s

    diff_from = v_1_sec_from - v_n_sec_from
    diff_to = v_1_sec_to - v_n_sec_to

    assert np.all(np.abs(diff_from) < 1e-9)
    assert np.all(np.abs(diff_to) < 1e-9)
示例#24
0
def create_base_net(oos, additional_pumps=True):
    net = pandapipes.create_empty_network(fluid="lgas")

    # create network elements, such as junctions, external grid, pipes, valves, sinks and sources
    junction1 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, in_service=not oos,
                                           name="Connection to External Grid", geodata=(0, 0))
    junction2 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 2",
                                           geodata=(2, 0), in_service=not oos)
    junction3 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 3",
                                           geodata=(7, 4), in_service=not oos)
    junction4 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 4",
                                           geodata=(7, -4), in_service=not oos)
    junction5 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 5",
                                           geodata=(5, 3), in_service=not oos)
    junction6 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 6",
                                           geodata=(5, -3))
    junction7 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 7",
                                           geodata=(9, -4))
    junction8 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 8",
                                           geodata=(9, 4))
    junction9 = pandapipes.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 9",
                                           geodata=(9, 0))

    pandapipes.create_ext_grid(net, junction=junction1, p_bar=1.1, t_k=293.15,
                               name="Grid Connection")
    pandapipes.create_pipe_from_parameters(net, from_junction=junction1, to_junction=junction2,
                                           length_km=10, diameter_m=0.3, name="Pipe 1",
                                           geodata=[(0, 0), (2, 0)], in_service=not oos)
    pandapipes.create_pipe_from_parameters(net, from_junction=junction2, to_junction=junction3,
                                           length_km=2, diameter_m=0.3, name="Pipe 2",
                                           geodata=[(2, 0), (2, 4), (7, 4)], in_service=not oos)
    pandapipes.create_pipe_from_parameters(net, from_junction=junction2, to_junction=junction4,
                                           length_km=2.5, diameter_m=0.3, name="Pipe 3",
                                           geodata=[(2, 0), (2, -4), (7, -4)], in_service=not oos)
    pandapipes.create_pipe_from_parameters(net, from_junction=junction3, to_junction=junction5,
                                           length_km=1, diameter_m=0.3, name="Pipe 4",
                                           geodata=[(7, 4), (7, 3), (5, 3)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction4, to_junction=junction6,
                                           length_km=1, diameter_m=0.3, name="Pipe 5",
                                           geodata=[(7, -4), (7, -3), (5, -3)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction7, to_junction=junction8,
                                           length_km=1, diameter_m=0.3, name="Pipe 6",
                                           geodata=[(9, -4), (9, 0)])
    pandapipes.create_pipe_from_parameters(net, from_junction=junction7, to_junction=junction8,
                                           length_km=1, diameter_m=0.3, name="Pipe 7",
                                           geodata=[(9, 0), (9, 4)])

    pandapipes.create_valve(net, from_junction=junction5, to_junction=junction6, diameter_m=0.05,
                            opened=True)
    pandapipes.create_heat_exchanger(net, junction3, junction8, diameter_m=0.3, qext_w=20000)
    pandapipes.create_sink(net, junction=junction4, mdot_kg_per_s=0.545, name="Sink 1")
    pandapipes.create_source(net, junction=junction3, mdot_kg_per_s=0.234)
    pandapipes.create_pump_from_parameters(net, junction4, junction7, 'P1')

    if additional_pumps:
        pandapipes.create_circ_pump_const_mass_flow(net, junction9, junction5, 1.05, 1)
        pandapipes.create_circ_pump_const_pressure(net, junction9, junction6, 1.05, 0.5)

    if oos:
        pandapipes.create_ext_grid(net, junction=junction1, p_bar=1.1, t_k=293.15,
                                   name="Grid Connection", in_service=False)
        pandapipes.create_heat_exchanger(net, junction3, junction8, diameter_m=0.3, qext_w=20000,
                                         in_service=False)
        pandapipes.create_sink(net, junction=junction4, mdot_kg_per_s=0.545, name="Sink 2",
                               in_service=False)
        pandapipes.create_pump_from_parameters(net, junction4, junction7, 'P1', in_service=False)
        pandapipes.create_source(net, junction=junction3, mdot_kg_per_s=0.234, in_service=False)
        pandapipes.create_circ_pump_const_mass_flow(net, junction9, junction5, 1.05, 1,
                                                    in_service=False)
        pandapipes.create_circ_pump_const_pressure(net, junction9, junction6, 1.05, 0.5,
                                                   in_service=False)

    return net
                                name="Junction 12",
                                geodata=(4, 4))
junction13 = pp.create_junction(net,
                                pn_bar=1.013,
                                tfluid_k=273.15,
                                name="Junction 13",
                                geodata=(8, 4))
junction14 = pp.create_junction(net,
                                pn_bar=1.013,
                                tfluid_k=273.15,
                                name="Junction 14",
                                geodata=(4, 6))

ext_grid = pp.create_ext_grid(net,
                              junction=junction1,
                              p_bar=0.03,
                              t_k=273.15,
                              name="Grid Connection")

pipe1 = pp.create_pipe_from_parameters(net,
                                       from_junction=junction1,
                                       to_junction=junction2,
                                       length_km=0.026,
                                       diameter_m=0.30,
                                       k_mm=1,
                                       name="Pipe 1")
pipe2 = pp.create_pipe_from_parameters(net,
                                       from_junction=junction2,
                                       to_junction=junction3,
                                       length_km=0.080,
                                       diameter_m=0.25,
示例#26
0
def test_collection_lengths():
    net = pandapipes.create_empty_network(add_stdtypes=False)
    d = 40e-3

    j1 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(0, 0))
    j2 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(2, 0))
    j3 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(4, 2))
    j4 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(4, 0))
    j5 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(4, -2))
    j6 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(6, 0))
    j7 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(8, 0))
    j8 = pandapipes.create_junction(net,
                                    pn_bar=5,
                                    tfluid_k=293.15,
                                    geodata=(10, 0))

    pandapipes.create_ext_grid(net, j1, p_bar=5, t_k=293.15)
    pandapipes.create_sink(net, j5, mdot_kg_per_s=0.5)
    pandapipes.create_sink(net, j6, mdot_kg_per_s=0.5)
    pandapipes.create_sink(net, j8, mdot_kg_per_s=0.5)

    pandapipes.create_pipe_from_parameters(net,
                                           j1,
                                           j2,
                                           0.1,
                                           diameter_m=d,
                                           k_mm=0.1,
                                           geodata=[(0, 0), (2, 0)])
    pandapipes.create_valve(net,
                            j2,
                            j3,
                            diameter_m=d,
                            opened=True,
                            loss_coefficient=5e3)
    pandapipes.create_valve(net,
                            j2,
                            j4,
                            diameter_m=d,
                            opened=False,
                            loss_coefficient=0.01)
    pandapipes.create_valve(net,
                            j2,
                            j5,
                            diameter_m=d,
                            opened=False,
                            loss_coefficient=0.01)
    pandapipes.create_pipe_from_parameters(net,
                                           j3,
                                           j6,
                                           0.1,
                                           diameter_m=d,
                                           k_mm=0.1,
                                           geodata=[(4, 2), (6, 2), (6, 0)])
    pandapipes.create_pipe_from_parameters(net,
                                           j4,
                                           j6,
                                           0.2,
                                           diameter_m=d,
                                           k_mm=0.1,
                                           geodata=[(4, 0), (6, 0)])
    pandapipes.create_pipe_from_parameters(net,
                                           j5,
                                           j6,
                                           0.2,
                                           diameter_m=d,
                                           k_mm=0.1,
                                           geodata=[(4, -2), (6, -2), (6, 0)])
    pandapipes.create_heat_exchanger(net, j6, j7, d, qext_w=20000)
    pandapipes.create_pump_from_parameters(net, j7, j8, 'P1')

    pipe_coll_direct = plot.create_pipe_collection(net,
                                                   use_junction_geodata=True)
    pipe_coll_real = plot.create_pipe_collection(net)
    assert np.all(
        pipe_coll_direct.indices.astype(np.int64) ==
        net.pipe.index.values.astype(np.int64))
    assert len(pipe_coll_direct.get_paths()) == len(net.pipe)
    assert all([len(p) == 2 for p in pipe_coll_direct.get_paths()])
    assert all([
        len(p) == len(net.pipe_geodata.coords.iloc[i])
        for i, p in enumerate(pipe_coll_real.get_paths())
    ])

    junction_coll = plot.create_junction_collection(net)
    assert np.all(
        junction_coll.node_indices.astype(np.int64) ==
        net.junction.index.values.astype(np.int64))
    assert len(junction_coll.get_paths()) == len(net.junction)

    valve_coll_patches, valve_coll_lines = plot.create_valve_collection(net)
    assert len(valve_coll_patches.get_paths()) == 2 * len(net.valve)
    assert len(valve_coll_lines.get_paths()) == 2 * len(net.valve)

    pump_coll_patches, pump_coll_lines = plot.create_pump_collection(net)
    assert len(pump_coll_patches.get_paths()) == len(net.pump)
    assert len(pump_coll_lines.get_paths()) == 4 * len(net.pump)

    hex_coll_patches, hex_coll_lines = plot.create_heat_exchanger_collection(
        net)
    assert len(hex_coll_patches.get_paths()) == 2 * len(net.heat_exchanger)
    assert len(hex_coll_lines.get_paths()) == 2 * len(net.heat_exchanger)
示例#27
0
import pandapipes as pp
# create empty net
net = pp.create_empty_network(fluid="lgas")

# create junction
j1 = pp.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 1")
j2 = pp.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 2")
j3 = pp.create_junction(net, pn_bar=1.05, tfluid_k=293.15, name="Junction 3")

# create junction elements
ext_grid = pp.create_ext_grid(net,
                              junction=j1,
                              p_bar=1.1,
                              t_k=293.15,
                              name="Grid Connection")
sink = pp.create_sink(net, junction=j3, mdot_kg_per_s=0.045, name="Sink")

# create branch elements
pipe = pp.create_pipe_from_parameters(net,
                                      from_junction=j1,
                                      to_junction=j2,
                                      length_km=0.1,
                                      diameter_m=0.05,
                                      name="Pipe")
valve = pp.create_valve(net,
                        from_junction=j2,
                        to_junction=j3,
                        diameter_m=0.05,
                        opened=True,
                        name="Valve")