class FWH0DData(UnitModelBlockData):
CONFIG = UnitModelBlockData.CONFIG()
_define_feedwater_heater_0D_config(CONFIG)
def build(self):
super().build()
config = self.config # sorter ref to config for less line splitting
# All feedwater heaters have a condensing section
_set_prop_pack(config.condense, config)
self.condense = FWHCondensing0D(default=config.condense)
# Add a mixer to add the drain stream from another feedwater heater
if config.has_drain_mixer:
mix_cfg = { # general unit model config
"dynamic": config.dynamic,
"has_holdup": config.has_holdup,
"property_package": config.property_package,
"property_package_args": config.property_package_args,
"momentum_mixing_type": MomentumMixingType.none,
"material_balance_type": MaterialBalanceType.componentTotal,
"inlet_list": ["steam", "drain"]
}
self.drain_mix = Mixer(default=mix_cfg)
@self.drain_mix.Constraint(self.drain_mix.flowsheet().config.time)
def mixer_pressure_constraint(b, t):
"""
Constraint to set the drain mixer pressure to the pressure of
the steam extracted from the turbine. The drain inlet should
always be a higher pressure than the steam inlet.
"""
return b.steam_state[t].pressure == b.mixed_state[t].pressure
# Connect the mixer to the condensing section inlet
self.mix_out_arc = Arc(source=self.drain_mix.outlet,
destination=self.condense.inlet_1)
# Add a desuperheat section before the condensing section
if config.has_desuperheat:
_set_prop_pack(config.desuperheat, config)
self.desuperheat = HeatExchanger(default=config.desuperheat)
# set default area less than condensing section area, this will
# almost always be overridden by the user fixing an area later
self.desuperheat.area.value = 10
if config.has_drain_mixer:
self.desuperheat_drain_arc = Arc(
source=self.desuperheat.outlet_1,
destination=self.drain_mix.steam)
else:
self.desuperheat_drain_arc = Arc(
source=self.desuperheat.outlet_1,
destination=self.condense.inlet_1)
self.condense_out2_arc = Arc(source=self.condense.outlet_2,
destination=self.desuperheat.inlet_2)
# Add a drain cooling section after the condensing section
if config.has_drain_cooling:
_set_prop_pack(config.cooling, config)
self.cooling = HeatExchanger(default=config.cooling)
# set default area less than condensing section area, this will
# almost always be overridden by the user fixing an area later
self.cooling.area.value = 10
self.cooling_out2_arc = Arc(source=self.cooling.outlet_2,
destination=self.condense.inlet_2)
self.condense_out1_arc = Arc(source=self.condense.outlet_1,
destination=self.cooling.inlet_1)
TransformationFactory("network.expand_arcs").apply_to(self)
def initialize(self, *args, **kwargs):
config = self.config # sorter ref to config for less line splitting
sp = StoreSpec.value_isfixed_isactive(only_fixed=True)
istate = to_json(self, return_dict=True, wts=sp)
# the initilization here isn't straight forward since the heat exchanger
# may have 3 stages and they are countercurrent. For simplicity each
# stage in initialized with the same cooling water inlet conditions then
# the whole feedwater heater is solved together. There are more robust
# approaches which can be implimented if the need arises.
# initialize desuperheat if include
if config.has_desuperheat:
if config.has_drain_cooling:
_set_port(self.desuperheat.inlet_2, self.cooling.inlet_2)
else:
_set_port(self.desuperheat.inlet_2, self.condense.inlet_2)
self.desuperheat.initialize(*args, **kwargs)
self.desuperheat.inlet_1.flow_mol.unfix()
if config.has_drain_mixer:
_set_port(self.drain_mix.steam, self.desuperheat.outlet_1)
else:
_set_port(self.condense.inlet_1, self.desuperheat.outlet_1)
# fix the steam and fwh inlet for init
self.desuperheat.inlet_1.fix()
self.desuperheat.inlet_1.flow_mol.unfix() #unfix for extract calc
# initialize mixer if included
if config.has_drain_mixer:
self.drain_mix.steam.fix()
self.drain_mix.drain.fix()
self.drain_mix.outlet.unfix()
self.drain_mix.initialize(*args, **kwargs)
_set_port(self.condense.inlet_1, self.drain_mix.outlet)
if config.has_desuperheat:
self.drain_mix.steam.unfix()
else:
self.drain_mix.steam.flow_mol.unfix()
# Initialize condense section
if config.has_drain_cooling:
_set_port(self.condense.inlet_2, self.cooling.inlet_2)
self.cooling.inlet_2.fix()
else:
self.condense.inlet_2.fix()
self.condense.initialize(*args, **kwargs)
# Initialize drain cooling if included
if config.has_drain_cooling:
_set_port(self.cooling.inlet_1, self.condense.outlet_1)
self.cooling.initialize(*args, **kwargs)
# Solve all together
outlvl = kwargs.get("outlvl", 0)
opt = SolverFactory(kwargs.get("solver", "ipopt"))
opt.options = kwargs.get("oparg", {})
tee = True if outlvl >= 3 else False
assert (degrees_of_freedom(self) == 0)
results = opt.solve(self, tee=tee)
if results.solver.termination_condition == TerminationCondition.optimal:
if outlvl >= 2:
_log.info('{} Initialization Complete.'.format(self.name))
else:
_log.warning('{} Initialization Failed.'.format(self.name))
from_json(self, sd=istate, wts=sp)
class TurbineMultistageData(UnitModelBlockData):
CONFIG = ConfigBlock()
_define_turbine_multistage_config(CONFIG)
def build(self):
super(TurbineMultistageData, self).build()
config = self.config
unit_cfg = { # general unit model config
"dynamic":config.dynamic,
"has_holdup":config.has_holdup,
"has_phase_equilibrium":config.has_phase_equilibrium,
"property_package":config.property_package,
"property_package_args":config.property_package_args,
}
ni = self.config.num_parallel_inlet_stages
inlet_idx = self.inlet_stage_idx = RangeSet(ni)
# Adding unit models
#------------------------
# Splitter to inlet that splits main flow into parallel flows for
# paritial arc admission to the turbine
self.inlet_split = Separator(default=self._split_cfg(unit_cfg, ni))
self.throttle_valve = SteamValve(inlet_idx, default=unit_cfg)
self.inlet_stage = TurbineInletStage(inlet_idx, default=unit_cfg)
# mixer to combine the parallel flows back together
self.inlet_mix = Mixer(default=self._mix_cfg(unit_cfg, ni))
# add turbine sections.
# inlet stage -> hp stages -> ip stages -> lp stages -> outlet stage
self.hp_stages = TurbineStage(RangeSet(config.num_hp),
default=unit_cfg)
self.ip_stages = TurbineStage(RangeSet(config.num_ip),
default=unit_cfg)
self.lp_stages = TurbineStage(RangeSet(config.num_lp),
default=unit_cfg)
self.outlet_stage = TurbineOutletStage(default=unit_cfg)
for i in self.hp_stages:
self.hp_stages[i].ratioP.fix()
self.hp_stages[i].efficiency_isentropic[:].fix()
for i in self.ip_stages:
self.ip_stages[i].ratioP.fix()
self.ip_stages[i].efficiency_isentropic[:].fix()
for i in self.lp_stages:
self.lp_stages[i].ratioP.fix()
self.lp_stages[i].efficiency_isentropic[:].fix()
# Then make splitter config. If number of outlets is specified
# make a specific config, otherwise use default with 2 outlets
s_sfg_default = self._split_cfg(unit_cfg, 2)
hp_splt_cfg = {}
ip_splt_cfg = {}
lp_splt_cfg = {}
# Now to finish up if there are more than two outlets, set that
for i, v in config.hp_split_num_outlets.items():
hp_splt_cfg[i] = self._split_cfg(unit_cfg, v)
for i, v in config.ip_split_num_outlets.items():
ip_splt_cfg[i] = self._split_cfg(unit_cfg, v)
for i, v in config.lp_split_num_outlets.items():
lp_splt_cfg[i] = self._split_cfg(unit_cfg, v)
# put in splitters for turbine steam extractions
if config.hp_split_locations:
self.hp_split = Separator(config.hp_split_locations,
default=s_sfg_default,
initialize=hp_splt_cfg)
if config.ip_split_locations:
self.ip_split = Separator(config.ip_split_locations,
default=s_sfg_default,
initialize=ip_splt_cfg)
if config.lp_split_locations:
self.lp_split = Separator(config.lp_split_locations,
default=s_sfg_default,
initialize=lp_splt_cfg)
# Done with unit models. Adding Arcs (streams).
#------------------------------------------------
# First up add streams in the inlet section
def _split_to_rule(b, i):
return {
"source": getattr(self.inlet_split, "outlet_{}".format(i)),
"destination": self.throttle_valve[i].inlet
}
def _valve_to_rule(b, i):
return {
"source": self.throttle_valve[i].outlet,
"destination": self.inlet_stage[i].inlet
}
def _inlet_to_rule(b, i):
return {
"source": self.inlet_stage[i].outlet,
"destination": getattr(self.inlet_mix, "inlet_{}".format(i))
}
self.split_to_valve_stream = Arc(inlet_idx, rule=_split_to_rule)
self.valve_to_inlet_stage_stream = Arc(inlet_idx, rule=_valve_to_rule)
self.inlet_stage_to_mix = Arc(inlet_idx, rule=_inlet_to_rule)
# There are three sections HP, IP, and LP which all have the same sort
# of internal connctions, so the functions below provide some generic
# capcbilities for adding the internal Arcs (streams).
def _arc_indexes(nstages, index_set, discon, splits):
"""
This takes the index set of all possible streams in a turbine
section and throws out arc indexes for stages that are disconnected
and arc indexes that are not needed because there is no splitter
after a stage.
Args:
nstages (int): Number of stages in section
index_set (Set): Index set for arcs in the section
discon (list): Disconnected stages in the section
splits (list): Spliter locations
"""
sr = set() # set of things to remove from the Arc index set
for i in index_set:
if (i[0] in discon or i[0] == nstages) and i[0] in splits:
# don't connect stage i to next remove stream after split
sr.add((i[0], 2))
elif (i[0] in discon
or i[0] == nstages) and i[0] not in splits:
# no splitter and disconnect so remove both streams
sr.add((i[0], 1))
sr.add((i[0], 2))
elif i[0] not in splits:
# no splitter and not disconnected so just second stream
sr.add((i[0], 2))
else:
# has splitter so need both streams don't remove anything
pass
for i in sr: # remove the unneeded Arc indexes
index_set.remove(i)
def _arc_rule(turbines, splitters):
"""
This creates a rule function for arcs in a turbine section. When
this is used the indexes for nonexistant stream will have already
been removed, so any indexes the rule will get should have a stream
associated.
Args:
turbines (TurbineStage): Indexed block with turbine section stages
splitters (Separator): Indexed block of splitters
"""
def _rule(b, i, j):
if i in splitters and j == 1:
return {
"source": turbines[i].outlet,
"destination": splitters[i].inlet
}
elif j == 2:
return {
"source": splitters[i].outlet_1,
"destination": turbines[i + 1].inlet
}
else:
return {
"source": turbines[i].outlet,
"destination": turbines[i + 1].inlet
}
return _rule
# Create initial arcs index sets with all possible streams
self.hp_stream_idx = Set(initialize=self.hp_stages.index_set() *
[1, 2])
self.ip_stream_idx = Set(initialize=self.ip_stages.index_set() *
[1, 2])
self.lp_stream_idx = Set(initialize=self.lp_stages.index_set() *
[1, 2])
# Throw out unneeded streams
_arc_indexes(config.num_hp, self.hp_stream_idx, config.hp_disconnect,
config.hp_split_locations)
_arc_indexes(config.num_ip, self.ip_stream_idx, config.ip_disconnect,
config.ip_split_locations)
_arc_indexes(config.num_lp, self.lp_stream_idx, config.lp_disconnect,
config.lp_split_locations)
# Create connections internal to each turbine section (hp, ip, and lp)
self.hp_stream = Arc(self.hp_stream_idx,
rule=_arc_rule(self.hp_stages, self.hp_split))
self.ip_stream = Arc(self.ip_stream_idx,
rule=_arc_rule(self.ip_stages, self.ip_split))
self.lp_stream = Arc(self.lp_stream_idx,
rule=_arc_rule(self.lp_stages, self.lp_split))
# Connect hp section to ip section unless its a disconnect location
last_hp = config.num_hp
if 0 not in config.ip_disconnect and last_hp not in config.hp_disconnect:
if last_hp in config.hp_split_locations: # connect splitter to ip
self.hp_to_ip_stream = Arc(
source=self.hp_split[last_hp].outlet_1,
destination=self.ip_stages[1].inlet)
else: # connect last hp to ip
self.hp_to_ip_stream = Arc(
source=self.hp_stages[last_hp].outlet,
destination=self.ip_stages[1].inlet)
# Connect ip section to lp section unless its a disconnect location
last_ip = config.num_ip
if 0 not in config.lp_disconnect and last_ip not in config.ip_disconnect:
if last_ip in config.ip_split_locations: # connect splitter to ip
self.ip_to_lp_stream = Arc(
source=self.ip_split[last_ip].outlet_1,
destination=self.lp_stages[1].inlet)
else: # connect last hp to ip
self.ip_to_lp_stream = Arc(
source=self.ip_stages[last_ip].outlet,
destination=self.lp_stages[1].inlet)
# Connect inlet stage to hp section
# not allowing disconnection of inlet and first regular hp stage
if 0 in config.hp_split_locations:
# connect inlet mix to splitter and splitter to hp section
self.inlet_to_splitter_stream = Arc(
source=self.inlet_mix.outlet,
destination=self.hp_split[0].inlet)
self.splitter_to_hp_stream = Arc(
source=self.hp_split[0].outlet_1,
destination=self.hp_stages[1].inlet)
else: # connect mixer to first hp turbine stage
self.inlet_to_hp_stream = Arc(source=self.inlet_mix.outlet,
destination=self.hp_stages[1].inlet)
@self.Expression(self.flowsheet().config.time)
def power(b, t):
return (sum(b.inlet_stage[i].power_shaft[t]
for i in b.inlet_stage) +
b.outlet_stage.power_shaft[t] +
sum(b.hp_stages[i].power_shaft[t] for i in b.hp_stages) +
sum(b.ip_stages[i].power_shaft[t] for i in b.ip_stages) +
sum(b.lp_stages[i].power_shaft[t] for i in b.lp_stages))
# Connect inlet stage to hp section
# not allowing disconnection of inlet and first regular hp stage
last_lp = config.num_lp
if last_lp in config.lp_split_locations: # connect splitter to outlet
self.lp_to_outlet_stream = Arc(
source=self.lp_split[last_lp].outlet_1,
destination=self.outlet_stage.inlet)
else: # connect last lpstage to outlet
self.lp_to_outlet_stream = Arc(
source=self.lp_stages[last_lp].outlet,
destination=self.outlet_stage.inlet)
TransformationFactory("network.expand_arcs").apply_to(self)
def _split_cfg(self, unit_cfg, no=2):
"""
This creates a configuration dictionary for a splitter.
Args:
unit_cfg: The base unit config dict.
no: Number of outlets, default=2
"""
# Create a dict for splitter config args
s_cfg = copy.copy(unit_cfg) # splitter config based on unit_cfg
s_cfg.update(
split_basis=SplittingType.totalFlow,
ideal_separation=False,
num_outlets=no,
energy_split_basis=EnergySplittingType.equal_molar_enthalpy)
del s_cfg["has_phase_equilibrium"]
return s_cfg
def _mix_cfg(self, unit_cfg, ni=2):
"""
This creates a configuration dictionary for a mixer.
Args:
unit_cfg: The base unit config dict.
ni: Number of inlets, default=2
"""
m_cfg = copy.copy(unit_cfg) # splitter config based on unit_cfg
m_cfg.update(
num_inlets=ni,
momentum_mixing_type=MomentumMixingType.minimize_and_equality)
del m_cfg["has_phase_equilibrium"]
return m_cfg
def throttle_cv_fix(self, value):
"""
Fix the thottle valve coefficients. These are generally the same for
each of the parallel stages so this provides a convenient way to set
them.
Args:
value: The value to fix the turbine inlet flow coefficients at
"""
for i in self.throttle_valve:
self.throttle_valve[i].Cv.fix(value)
def turbine_inlet_cf_fix(self, value):
"""
Fix the inlet turbine stage flow coefficient. These are
generally the same for each of the parallel stages so this provides
a convenient way to set them.
Args:
value: The value to fix the turbine inlet flow coefficients at
"""
for i in self.inlet_stage:
self.inlet_stage[i].flow_coeff.fix(value)
def turbine_outlet_cf_fix(self, value):
"""
Fix the inlet turbine stage flow coefficient. These are
generally the same for each of the parallel stages so this provides
a convenient way to set them.
Args:
value: The value to fix the turbine inlet flow coefficients at
"""
self.outlet_stage.flow_coeff.fix(value)
def initialize(self,
outlvl=0,
solver='ipopt',
optarg={
'tol': 1e-6,
'max_iter': 35
}):
"""
Initialize
"""
stee = True if outlvl >= 3 else False
# sp is what to save to make sure state after init is same as the start
# saves value, fixed, and active state, doesn't load originally free
# values, this makes sure original problem spec is same but initializes
# the values of free vars
sp = StoreSpec.value_isfixed_isactive(only_fixed=True)
istate = to_json(self, return_dict=True, wts=sp)
ni = self.config.num_parallel_inlet_stages
# Initialize Splitter
# Fix n - 1 split fractions
self.inlet_split.split_fraction[0, "outlet_1"].value = 1.0 / ni
for i in self.inlet_stage_idx:
if i == 1: #fix rest of splits at leaving first one free
continue
self.inlet_split.split_fraction[0, "outlet_{}".format(i)].fix(1.0 /
ni)
# fix inlet and free outlet
self.inlet_split.inlet.fix()
for i in self.inlet_stage_idx:
ol = getattr(self.inlet_split, "outlet_{}".format(i))
ol.unfix()
self.inlet_split.initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
# free split fractions
for i in self.inlet_stage_idx:
self.inlet_split.split_fraction[0, "outlet_{}".format(i)].unfix()
# Initialize valves
for i in self.inlet_stage_idx:
_set_port(self.throttle_valve[i].inlet,
getattr(self.inlet_split, "outlet_{}".format(i)))
self.throttle_valve[i].initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
# Initialize turbine
for i in self.inlet_stage_idx:
_set_port(self.inlet_stage[i].inlet, self.throttle_valve[i].outlet)
self.inlet_stage[i].initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
# Initialize Mixer
self.inlet_mix.use_minimum_inlet_pressure_constraint()
for i in self.inlet_stage_idx:
_set_port(getattr(self.inlet_mix, "inlet_{}".format(i)),
self.inlet_stage[i].outlet)
getattr(self.inlet_mix, "inlet_{}".format(i)).fix()
self.inlet_mix.initialize(outlvl=outlvl, solver=solver, optarg=optarg)
for i in self.inlet_stage_idx:
getattr(self.inlet_mix, "inlet_{}".format(i)).unfix()
self.inlet_mix.use_equal_pressure_constraint()
def init_section(stages, splits, disconnects, prev_port):
if 0 in splits:
_set_port(splits[0].inlet, prev_port)
splits[0].initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
prev_port = splits[0].outlet_1
for i in stages:
if i - 1 not in disconnects:
_set_port(stages[i].inlet, prev_port)
stages[i].initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
prev_port = stages[i].outlet
if i in splits:
_set_port(splits[i].inlet, prev_port)
splits[i].initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
prev_port = splits[i].outlet_1
return prev_port
prev_port = self.inlet_mix.outlet
prev_port = init_section(self.hp_stages, self.hp_split,
self.config.hp_disconnect, prev_port)
if len(self.hp_stages) in self.config.hp_disconnect:
prev_port = self.ip_stages[1].inlet
prev_port = init_section(self.ip_stages, self.ip_split,
self.config.ip_disconnect, prev_port)
if len(self.ip_stages) in self.config.ip_disconnect:
prev_port = self.lp_stages[1].inlet
prev_port = init_section(self.lp_stages, self.lp_split,
self.config.lp_disconnect, prev_port)
_set_port(self.outlet_stage.inlet, prev_port)
self.outlet_stage.initialize(outlvl=outlvl,
solver=solver,
optarg=optarg)
from_json(self, sd=istate, wts=sp)