def _ptdf_dcopf_network_model(block, tm):
m, gens_by_bus, bus_p_loads, bus_gs_fixed_shunts = \
_setup_egret_network_model(block, tm)
buses, branches, branches_in_service, branches_out_service, interfaces = \
_setup_egret_network_topology(m, tm)
ptdf_options = m._ptdf_options
libbus.declare_var_p_nw(block, m.Buses)
### declare net withdraw expression for use in PTDF power flows
libbus.declare_eq_p_net_withdraw_at_bus(
model=block,
index_set=m.Buses,
bus_p_loads=bus_p_loads,
gens_by_bus=gens_by_bus,
bus_gs_fixed_shunts=bus_gs_fixed_shunts,
)
### declare the p balance
libbus.declare_eq_p_balance_ed(
model=block,
index_set=m.Buses,
bus_p_loads=bus_p_loads,
gens_by_bus=gens_by_bus,
bus_gs_fixed_shunts=bus_gs_fixed_shunts,
)
### add "blank" power flow expressions
libbranch.declare_expr_pf(
model=block,
index_set=branches_in_service,
)
### interface setup
libbranch.declare_expr_pfi(model=block, index_set=interfaces.keys())
_setup_interface_slacks(m, block, tm)
### Get the PTDF matrix from cache, from file, or create a new one
if branches_out_service not in m._PTDFs:
buses_idx = tuple(buses.keys())
reference_bus = value(m.ReferenceBus)
PTDF = data_utils.get_ptdf_potentially_from_file(ptdf_options,
branches_in_service,
buses_idx,
interfaces=interfaces)
## NOTE: For now, just use a flat-start for unit commitment
if PTDF is None:
PTDF = data_utils.PTDFMatrix(branches,
buses,
reference_bus,
BasePointType.FLATSTART,
ptdf_options,
branches_keys=branches_in_service,
buses_keys=buses_idx,
interfaces=interfaces)
m._PTDFs[branches_out_service] = PTDF
else:
PTDF = m._PTDFs[branches_out_service]
### attach the current PTDF object to this block
block._PTDF = PTDF
rel_ptdf_tol = m._ptdf_options['rel_ptdf_tol']
abs_ptdf_tol = m._ptdf_options['abs_ptdf_tol']
if ptdf_options['lazy']:
### add "blank" real power flow limits
libbranch.declare_ineq_p_branch_thermal_lbub(
model=block,
index_set=branches_in_service,
branches=branches,
p_thermal_limits=None,
approximation_type=None,
)
### add helpers for tracking monitored branches
lpu.add_monitored_branch_tracker(block)
else: ### add all the dense constraints
p_max = {
k: branches[k]['rating_long_term']
for k in branches_in_service
}
### declare the branch power flow approximation constraints
libbranch.declare_eq_branch_power_ptdf_approx(
model=block,
index_set=branches_in_service,
PTDF=PTDF,
abs_ptdf_tol=abs_ptdf_tol,
rel_ptdf_tol=rel_ptdf_tol)
### declare the real power flow limits
libbranch.declare_ineq_p_branch_thermal_lbub(
model=block,
index_set=branches_in_service,
branches=branches,
p_thermal_limits=p_max,
approximation_type=ApproximationType.PTDF)
## for now, just add all the interface constraints
## TODO: incorporate into lazy logic
### declare the branch power flow approximation constraints
libbranch.declare_eq_interface_power_ptdf_approx(
model=block,
index_set=interfaces.keys(),
PTDF=PTDF,
abs_ptdf_tol=abs_ptdf_tol,
rel_ptdf_tol=rel_ptdf_tol)
### declare the interface flow limits
libbranch.declare_ineq_p_interface_lbub(
model=block,
index_set=interfaces.keys(),
interfaces=interfaces,
)
def _ptdf_dcopf_network_model(block, tm):
m, gens_by_bus, bus_p_loads, bus_gs_fixed_shunts = \
_setup_egret_network_model(block, tm)
buses, branches, \
branches_in_service, branches_out_service, \
interfaces, contingencies = _setup_egret_network_topology(m, tm)
ptdf_options = m._ptdf_options
libbus.declare_var_p_nw(block, m.Buses)
### declare net withdraw expression for use in PTDF power flows
libbus.declare_eq_p_net_withdraw_at_bus(
model=block,
index_set=m.Buses,
bus_p_loads=bus_p_loads,
gens_by_bus=gens_by_bus,
bus_gs_fixed_shunts=bus_gs_fixed_shunts,
)
### declare the p balance
libbus.declare_eq_p_balance_ed(
model=block,
index_set=m.Buses,
bus_p_loads=bus_p_loads,
gens_by_bus=gens_by_bus,
bus_gs_fixed_shunts=bus_gs_fixed_shunts,
)
### add "blank" power flow expressions
libbranch.declare_expr_pf(
model=block,
index_set=branches_in_service,
)
_setup_branch_slacks(m, block, tm)
### interface setup
libbranch.declare_expr_pfi(model=block, index_set=interfaces.keys())
_setup_interface_slacks(m, block, tm)
### contingency setup
### NOTE: important that this not be dense, we'll add elements
### as we find violations
block._contingency_set = Set(within=m.Contingencies * m.TransmissionLines)
block.pfc = Expression(block._contingency_set)
_setup_contingency_slacks(m, block, tm)
### Get the PTDF matrix from cache, from file, or create a new one
### m._PTDFs set in uc_model_generator
if branches_out_service not in m._PTDFs:
buses_idx = tuple(buses.keys())
reference_bus = value(m.ReferenceBus)
## NOTE: For now, just use a flat-start for unit commitment
PTDF = ptdf_utils.VirtualPTDFMatrix(branches,
buses,
reference_bus,
BasePointType.FLATSTART,
ptdf_options,
contingencies=contingencies,
branches_keys=branches_in_service,
buses_keys=buses_idx,
interfaces=interfaces)
m._PTDFs[branches_out_service] = PTDF
else:
PTDF = m._PTDFs[branches_out_service]
### attach the current PTDF object to this block
block._PTDF = PTDF
rel_ptdf_tol = m._ptdf_options['rel_ptdf_tol']
abs_ptdf_tol = m._ptdf_options['abs_ptdf_tol']
if ptdf_options['lazy']:
### add "blank" real power flow limits
libbranch.declare_ineq_p_branch_thermal_bounds(
model=block,
index_set=branches_in_service,
branches=branches,
p_thermal_limits=None,
approximation_type=None,
slacks=True,
slack_cost_expr=m.BranchViolationCost[tm])
### declare the "blank" interface flow limits
libbranch.declare_ineq_p_interface_bounds(
model=block,
index_set=interfaces.keys(),
interfaces=interfaces,
approximation_type=None,
slacks=True,
slack_cost_expr=m.InterfaceViolationCost[tm])
### declare the "blank" interface flow limits
libbranch.declare_ineq_p_contingency_branch_thermal_bounds(
model=block,
index_set=block._contingency_set,
pc_thermal_limits=None,
approximation_type=None,
slacks=True,
slack_cost_expr=m.ContingencyViolationCost[tm])
### add helpers for tracking monitored branches
lpu.add_monitored_flow_tracker(block)
### add initial branches to monitored set
lpu.add_initial_monitored_branches(block, branches,
branches_in_service, ptdf_options,
PTDF)
### add initial interfaces to monitored set
lpu.add_initial_monitored_interfaces(block, interfaces, ptdf_options,
PTDF)
else: ### add all the dense constraints
if contingencies:
raise RuntimeError(
"Contingency constraints only supported in lazy mode")
p_max = {
k: branches[k]['rating_long_term']
for k in branches_in_service
}
### declare the branch power flow approximation constraints
libbranch.declare_eq_branch_power_ptdf_approx(
model=block,
index_set=branches_in_service,
PTDF=PTDF,
abs_ptdf_tol=abs_ptdf_tol,
rel_ptdf_tol=rel_ptdf_tol)
### declare the real power flow limits
libbranch.declare_ineq_p_branch_thermal_bounds(
model=block,
index_set=branches_in_service,
branches=branches,
p_thermal_limits=p_max,
approximation_type=ApproximationType.PTDF,
slacks=True,
slack_cost_expr=m.BranchViolationCost[tm])
### declare the branch power flow approximation constraints
libbranch.declare_eq_interface_power_ptdf_approx(
model=block,
index_set=interfaces.keys(),
PTDF=PTDF,
abs_ptdf_tol=abs_ptdf_tol,
rel_ptdf_tol=rel_ptdf_tol)
### declare the interface flow limits
libbranch.declare_ineq_p_interface_bounds(
model=block,
index_set=interfaces.keys(),
interfaces=interfaces,
approximation_type=ApproximationType.PTDF,
slacks=True,
slack_cost_expr=m.InterfaceViolationCost[tm])
def _ptdf_dcopf_network_model(block,tm):
m = block.model()
buses = m._buses
branches = m._branches
ptdf_options = m._ptdf_options
branches_in_service = tuple(l for l in m.TransmissionLines if not value(m.LineOutOfService[l,tm]))
## this will serve as a key into our dict of PTDF matricies,
## so that we can avoid recalculating them each time step
## with the same network topology
branches_out_service = tuple(l for l in m.TransmissionLines if value(m.LineOutOfService[l,tm]))
gens_by_bus = block.gens_by_bus
### declare (and fix) the loads at the buses
bus_p_loads = {b: value(m.Demand[b,tm]) for b in m.Buses}
## this is not the "real" gens by bus, but the
## index of net injections from the UC model
libbus.declare_var_pl(block, m.Buses, initialize=bus_p_loads)
block.pl.fix()
libbus.declare_var_p_nw(block, m.Buses)
### get the fixed shunts at the buses
bus_gs_fixed_shunts = m._bus_gs_fixed_shunts
### declare net withdraw expression for use in PTDF power flows
libbus.declare_eq_p_net_withdraw_at_bus(model=block,
index_set=m.Buses,
bus_p_loads=bus_p_loads,
gens_by_bus=gens_by_bus,
bus_gs_fixed_shunts=bus_gs_fixed_shunts,
)
### declare the p balance
libbus.declare_eq_p_balance_ed(model=block,
index_set=m.Buses,
bus_p_loads=bus_p_loads,
gens_by_bus=gens_by_bus,
bus_gs_fixed_shunts=bus_gs_fixed_shunts,
)
### add "blank" power flow expressions
libbranch.declare_expr_pf(model=block,
index_set=branches_in_service,
)
### Get the PTDF matrix from cache, from file, or create a new one
if branches_out_service not in m._PTDFs:
buses_idx = tuple(buses.keys())
reference_bus = value(m.ReferenceBus)
PTDF = data_utils.get_ptdf_potentially_from_file(ptdf_options, branches_in_service, buses_idx)
## NOTE: For now, just use a flat-start for unit commitment
if PTDF is None:
PTDF = data_utils.PTDFMatrix(branches, buses, reference_bus, BasePointType.FLATSTART, branches_keys=branches_in_service, buses_keys=buses_idx)
m._PTDFs[branches_out_service] = PTDF
else:
PTDF = m._PTDFs[branches_out_service]
### attach the current PTDF object to this block
block._PTDF = PTDF
if ptdf_options['lazy']:
### add "blank" real power flow limits
libbranch.declare_ineq_p_branch_thermal_lbub(model=block,
index_set=branches_in_service,
branches=branches,
p_thermal_limits=None,
approximation_type=None,
)
### add helpers for tracking monitored branches
lpu.add_monitored_branch_tracker(block)
else: ### add all the dense constraints
rel_ptdf_tol = m._ptdf_options['rel_ptdf_tol']
abs_ptdf_tol = m._ptdf_options['abs_ptdf_tol']
p_max = {k: branches[k]['rating_long_term'] for k in branches_in_service}
### declare the branch power flow approximation constraints
libbranch.declare_eq_branch_power_ptdf_approx(model=block,
index_set=branches_in_service,
PTDF=PTDF,
abs_ptdf_tol=abs_ptdf_tol,
rel_ptdf_tol=rel_ptdf_tol
)
### declare the real power flow limits
libbranch.declare_ineq_p_branch_thermal_lbub(model=block,
index_set=branches_in_service,
branches=branches,
p_thermal_limits=p_max,
approximation_type=ApproximationType.PTDF
)