def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
if len(lastPowerDown) == 0:
lastPowerDown.append(-1000)
MIN_ENERGY_FOR_BATTERY = MINIMAL_BATTERY_POWER_FOR_LOAD_1
if msg.grid_status == False:
lastPowerDown[0] = msg.id
else:
if msg.id - lastPowerDown[0] < PERIOD_WITHOUT_POWER_DOWN:
MIN_ENERGY_FOR_BATTERY = 0.11
if len(minBuyingCosts) == 0:
minBuyingCosts.append(msg.buying_price)
maxBuyingCosts.append(msg.buying_price)
sellingCosts.append(msg.selling_price)
else:
if minBuyingCosts[0] > msg.buying_price:
minBuyingCosts[0] = msg.buying_price
if maxBuyingCosts[0] < msg.buying_price:
maxBuyingCosts[0] = msg.buying_price
if sellingCosts[0] < msg.selling_price:
sellingCosts[0] = msg.selling_price
# Save received status from framework
saveReceivedStatus(msg, listOfReceivedStatuses)
# set default output message witch should be changed
batteryUsing = 0.0
newOutput = ResultsMessage(msg, True, True, True, batteryUsing, PVMode.ON)
shutdownLoadIfPowerIsExpensive(listOfReceivedStatuses[0], newOutput)
defaultOutputStatus = ResultsMessage(
msg, True, True, True, 0.0,
PVMode.ON) if len(listOfSentStatuses) == 0 else listOfSentStatuses[0]
# Prevent battery overload
if msg.bessOverload:
preventBessOverload(listOfReceivedStatuses[0], defaultOutputStatus,
newOutput, minBuyingCosts[0], maxBuyingCosts[0],
MIN_ENERGY_FOR_BATTERY)
else:
handleRegularScenarios(listOfReceivedStatuses[0], defaultOutputStatus,
newOutput, minBuyingCosts[0], maxBuyingCosts[0],
MIN_ENERGY_FOR_BATTERY)
saveSentStatus(newOutput, listOfSentStatuses)
if msg.id - lastPowerDown[
0] > PERIOD_WITHOUT_POWER_DOWN and msg.bessSOC * 10.0 < MINIMAL_BATTERY_POWER_FOR_LOAD_1:
newOutput.power_reference = -6.0
return newOutput
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
global cheapPrice
global currentIteration
global maxIteration
if not msg.grid_status:
currentIteration = 0
currentIteration += 1
if msg.buying_price < cheapPrice:
cheapPrice = msg.buying_price
if msg.grid_status == True:
return gridOn(msg)
else:
return gridOff(msg)
# Dummy result is returned in every cycle here
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=0.0,
pv_mode=PVMode.ON)
def stedi(msg):
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
extra_production = msg.solar_production - msg.current_load
if msg.grid_status: # radi elektrovojvodina
if msg.buying_price / 60.0 > 0.1: # više se isplati gasiti load3 nego puniti iz elektrovojvodine
load_three = False
power_reference = -0.1
else: # ne radi elektrovojvodina
if extra_production <= 0: # nema dovoljno sunca
if msg.current_load * 0.2 > msg.solar_production: # čak i sa samo load1 trošimo previše pa isključi sve
load_one = False
load_two = False
load_three = False
elif msg.current_load * 0.5 > msg.solar_production: # isključenjem load2 trošimo previše
load_two = False
load_three = False
elif msg.current_load * 0.7 < msg.solar_production: # dovoljno je isključiti samo load3
load_three = False
else: # dovoljno je isključiti samo load2
load_two = False
result = ResultsMessage(
data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode,
)
return result
def get_result(msg):
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=0.0,
pv_mode=PVMode.ON)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Dummy result is returned in every cycle here
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=0.0,
pv_mode=PVMode.ON)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
(power_reference, pv_mode) = ChargingHandler(msg)
(load_one, load_two, load_three,
power_reference) = BlackoutHandler(msg, power_reference)
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def gridOn(msg: DataMessage) -> ResultsMessage:
if currentIteration < maxIteration:
if msg.bessSOC < 1 and msg.buying_price <= cheapPrice:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=-6.0,
pv_mode=PVMode.ON)
elif msg.buying_price > cheapPrice:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=2.0,
pv_mode=PVMode.ON)
else:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=0.0,
pv_mode=PVMode.ON)
else:
if msg.bessSOC < 1 and msg.buying_price <= cheapPrice:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=-6.0,
pv_mode=PVMode.ON)
elif msg.bessSOC > 0.6 and msg.buying_price > cheapPrice:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=2.0,
pv_mode=PVMode.ON)
elif msg.bessSOC < 0.6 and msg.buying_price > cheapPrice:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=False,
power_reference=0.0,
pv_mode=PVMode.ON)
else:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=0.0,
pv_mode=PVMode.ON)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
if msg.current_load > 2.5: #ako krene da trosi vise
if msg.solar_production - msg.current_load > 0 or msg.buying_price < 5: #proveravamo da li
#panel proizvodi vise nego sto trosimo ili je jeftina struja
#moze da bude ukljucen bojler...
load3 = True
else:
#u drugom slucaju nikako
load3 = False
else:
#ako ne divlja struja okej je da bude upaljen bojler i ako je skupa struja
load3 = True
#ako je skupa struja
if msg.current_load > 7.0: # proverimo da li divlja ###### ovo sam promenio bilo je 7
if msg.solar_production - msg.current_load > 0: #ako divlja proveravamo da li proizvodimo
#vise nego sto trosimo, okej je da bude upaljen u tom slucaju
load2 = True
else:
#gasimo i to ako se ovo gore ne desi
load2 = False
else:
#ako je jeftina struja moze da bude ukljucen
load2 = True
pr = calculatePowerReference(msg)
if (7140 < msg.id <= 7200 and msg.bessSOC > 0.05) and msg.grid_status:
loadSum = 0.2
if load2:
loadSum += 0.5
if load3:
loadSum += 0.3
pr = loadSum * msg.current_load
if pr > 6.0:
pr = 1.0
pv = calculatePV(msg)
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=load2,
load_three=load3,
power_reference=pr,
pv_mode=pv)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
# predicted_consumtrion is supposed to be predicted by Tensorflow model
# but we could not import trained model into the typhoon framework
predicted_consumption = 1.2
max_charging = 5.0
#
if msg.grid_status:
if msg.bessSOC < 1 and msg.buying_price == msg.selling_price and msg.id < 7000:
power_reference = -max_charging
msg.mainGridPower = msg.current_load + max_charging - msg.solar_production
elif (msg.bessSOC * 20) > (predicted_consumption *
1.5) and msg.buying_price == 8.0:
power_reference = max_charging
msg.mainGridPower = msg.current_load - max_charging - msg.solar_production
if msg.solar_production > msg.current_load and msg.buying_price == 3.0:
msg.mainGridPower = msg.current_load - msg.solar_production
elif msg.solar_production > msg.current_load:
power_reference = msg.current_load - msg.solar_production
else:
pv_mode = PVMode.OFF
if msg.current_load < msg.solar_production and msg.bessSOC == 1:
power_reference = max_charging
if msg.current_load > (max_charging + msg.solar_production):
load_three = False
if msg.current_load > (max_charging + msg.solar_production):
load_two = False
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def potrosi(msg):
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
extra_production = msg.solar_production - msg.current_load
if msg.grid_status: # radi elektrovojvodina
if extra_production < 0: # pravim manje energije od max load
if msg.solar_production + 6.0 < msg.current_load: # panel i baterija prave manje energije od max load
power_reference = 6.0
if msg.buying_price / 60.0 >= 0.1: # više se isplati gasiti load3 nego kupovati
load_three = False
else: # panel i baterija mogu da prave makar max load
if extra_production < -6.0:
power_reference = 6.0
else:
power_reference = -extra_production
else: # pravim barem energije od max load
power_reference = 0.1
else: # ne radi elektrovojvodina
if extra_production >= 0: # pravim iz panela barem max load
pv_mode = PVMode.OFF
if msg.current_load * 0.7 >= 6.0: # isklučenje load3 nije dovoljno
load_two = False
else: # isključenje load3 je dovoljno
load_three = False
else: # pravim iz panela manje od max load
if msg.solar_production + 6.0 <= msg.current_load: # panel i baterija ne prave dovoljno
current_load = msg.current_load * 0.7
if msg.solar_production + 6.0 < current_load: # panel i baterija prave manje od load1 + load2
load_two = False # tloken
else: # panel i baterija prave barem load1 + load2
load_three = False
result = ResultsMessage(
data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode,
)
return result
def grid_off(msg: DataMessage) -> ResultsMessage:
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
if msg.bessSOC > 0.8 or msg.current_load + BATTERY_MAX_POWER < msg.solar_production:
pv_mode = PVMode.OFF
if msg.current_load < BATTERY_MAX_POWER:
power_reference = msg.current_load
elif msg.current_load * 0.6 < BATTERY_MAX_POWER:
power_reference = msg.current_load * 0.6
load_three = False
elif msg.current_load * 0.2 < BATTERY_MAX_POWER:
power_reference = msg.current_load * 0.2
load_three = False
load_two = False
else:
if msg.current_load <= msg.solar_production:
power_reference = 0.0
elif msg.current_load <= msg.solar_production + BATTERY_MAX_POWER:
if msg.current_load - msg.solar_production > BATTERY_MAX_POWER:
load_three = False
power_reference = msg.current_load * 0.6 - msg.solar_production
else:
power_reference = msg.current_load - msg.solar_production
else:
if msg.current_load * 0.6 <= msg.solar_production + BATTERY_MAX_POWER:
load_three = False
power_reference = msg.current_load * 0.6 - msg.solar_production
elif msg.current_load * 0.2 <= msg.solar_production + BATTERY_MAX_POWER:
load_three = False
load_two = False
power_reference = msg.current_load * 0.2 - msg.solar_production
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
# if msg.grid_status:
# if msg.bessSOC != 1 and msg.buying_price == msg.selling_price \
# and msg.current_load <8:
# if msg.bessSOC > 0.45:
# power_reference = -5.0
# elif msg.current_load > 8:
# power_reference = msg.current_load
#
# else:
# if msg.bessSOC == 1 and msg.solar_production > 0:
# if msg.solar_production < msg.current_load:
# power_reference = msg.current_load
# load_three = False
# pv_mode = PVMode.OFF
# else:
# power_reference = msg.current_load
# elif msg.bessSOC != 1:
# load_three = False
# pv_mode = PVMode.ON
#
# elif msg.selling_price == msg.buying_price and msg.solar_production == 0:
# power_reference = msg.current_load
# Dummy result is returned in every cycle here
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def grid_on(msg: DataMessage) -> ResultsMessage:
pwr_reference = 0.0
load_three = True
if msg.buying_price == 8 and msg.current_load > 6.5:
load_three = False
can_charge = msg.buying_price == 3 or (
msg.selling_price == 0 and msg.current_load < msg.solar_production)
if can_charge and msg.bessSOC < 1:
pwr_reference = -2 * BATTERY_MAX_POWER / 3 # punjenje
elif msg.bessSOC < 0.25:
pwr_reference = -0.5 # puni svakako ako je ispod 0.25
elif msg.bessSOC > 0.27 and msg.selling_price == 3 and msg.buying_price == 8:
pwr_reference = 2 * BATTERY_MAX_POWER / 3 # praznjenje
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=load_three,
power_reference=pwr_reference,
pv_mode=PVMode.ON)
def __init__(self):
self.states = []
import itertools as it
my_dict = {'1_loadOne': [True], '2_loadTwo': [True, False], '3_loadThree': [True, False],
'4_powerRef': [-5.0, -2.5, 0.0, 2.5, 5.0], '5_pvmode': [PVMode.OFF, PVMode.ON]}
combinations = it.product(*(my_dict[name] for name in my_dict.keys()))
combs = list(combinations)
self.actions = []
self.states = []
for comb in combs:
self.actions.append(ResultsMessage(None, *comb))
with open('data/profiles.json', 'r') as f, open('data/physics_init.json') as f2:
physics = json.loads(f2.read())
state_id = 0
for d in json.loads(f.read()):
self.states.append(DataMessage(id=state_id,
bessOverload=physics['bessOverload'],
bessPower=physics['bessPower'],
bessSOC=physics['bessSOC'],
mainGridPower=physics['mainGridPower'],
grid_status=d['gridStatus'],
buying_price=d['buyingPrice'],
selling_price=d['sellingPrice'],
solar_production=d['solarProduction'],
current_max_load=d['currentLoad']))
state_id += 1
self.current_id = 0
self.current = []
self.action_space = spaces.Discrete(len(self.actions))
self.observation_space = spaces.Discrete(7200 * len(self.actions))
def gridOff(msg: DataMessage) -> ResultsMessage:
if msg.current_load <= msg.solar_production:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=0.0,
pv_mode=PVMode.ON)
elif msg.current_load <= msg.solar_production + 6:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=True,
power_reference=msg.current_load - msg.solar_production,
pv_mode=PVMode.ON)
elif msg.current_load - 0.3*msg.current_load <= msg.solar_production + 6:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=True,
load_three=False,
power_reference=msg.current_load - msg.solar_production,
pv_mode=PVMode.ON)
elif msg.current_load - 0.5*msg.current_load <= msg.solar_production + 6:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=False,
load_three=True,
power_reference=6.0,
pv_mode=PVMode.ON)
elif msg.current_load - 0.5*msg.current_load - 0.3*msg.current_load <= msg.solar_production + 6:
return ResultsMessage(data_msg=msg,
load_one=True,
load_two=False,
load_three=False,
power_reference=6.0,
pv_mode=PVMode.ON)
else:
return ResultsMessage(data_msg=msg,
load_one=False,
load_two=True,
load_three=True,
power_reference=6.0,
pv_mode=PVMode.ON)
def worker(msg: DataMessage) -> ResultsMessage:
load_one_my=True
load_two_my=True
load_three_my=True
power_reference_my=0.0
pv_mode_my=PVMode.ON
how_much_i_must_use=msg.current_load- msg.solar_production
how_much_energy_battery_has=600*msg.bessSOC
if msg.grid_status:
if msg.buying_price == 3:
if how_much_energy_battery_has < 600:
if how_much_energy_battery_has < 300:
power_reference_my = - how_much_i_must_use * 4
else:
power_reference_my = - how_much_i_must_use * 2
else:
power_reference_my = - how_much_i_must_use
elif msg.buying_price == 8 and msg.current_load > 5.0: #5
energy_of_load3=how_much_i_must_use*0.3
load_three_my=False
power_reference_my=msg.current_load-how_much_i_must_use*0.3
else:
if_buttery_stil_has_energy=how_much_energy_battery_has-how_much_i_must_use
if if_buttery_stil_has_energy < 450:
power_reference_my=how_much_i_must_use-200
elif if_buttery_stil_has_energy < 300:
power_reference_my=how_much_i_must_use-300
elif if_buttery_stil_has_energy < 150:
power_reference_my=how_much_i_must_use-400
if if_buttery_stil_has_energy>0:
power_reference_my=how_much_i_must_use
else:
if if_buttery_stil_has_energy+5>600:
power_reference_my=if_buttery_stil_has_energy-3
else:
power_reference_my=if_buttery_stil_has_energy-5
else:
if_buttery_stil_has_energy=how_much_energy_battery_has-how_much_i_must_use
if if_buttery_stil_has_energy>0:
power_reference_my=how_much_i_must_use
else:
energy_of_load1=how_much_i_must_use*0.2
energy_of_load2=how_much_i_must_use*0.5
energy_of_load3=how_much_i_must_use*0.3
if_buttery_stil_has_energy=how_much_energy_battery_has-energy_of_load1
if if_buttery_stil_has_energy < 0:
load_one_my=False
load_two_my=False
load_three_my=False
power_reference_my=0;
if_buttery_stil_has_energy2=if_buttery_stil_has_energy-energy_of_load2
if if_buttery_stil_has_energy2 > 0:
power_reference_my=energy_of_load2+energy_of_load1
load_three_my=False
else:
load_two_my=False
if_buttery_stil_has_energy3=if_buttery_stil_has_energy-energy_of_load3
if if_buttery_stil_has_energy2 > 0:
power_reference_my=energy_of_load3+energy_of_load1
else:
load_three_my=False
power_reference_my=energy_of_load1
# Dummy result is returned in every cycle here
return ResultsMessage(data_msg=msg,
load_one=load_one_my,
load_two=load_two_my,
load_three=load_three_my,
power_reference=power_reference_my,
pv_mode=pv_mode_my)
def get_physics_metrics(d: DataMessage, r: ResultsMessage, spent_time=0) \
-> Tuple[float, float, float, float, float, float,
float, bool, float]:
global overload_cnt
global penal_l1_cnt
global penal_l2_cnt
BESS_MAX_POWER = 5
BESS_CAPACITY = 20
penal = 0.0
if r.power_reference > BESS_MAX_POWER:
r.power_reference = BESS_MAX_POWER
elif r.power_reference < -BESS_MAX_POWER:
r.power_reference = -BESS_MAX_POWER
if not r.load_one:
if penal_l1_cnt == 0:
penal += PENAL_L1_INIT + PENAL_L1_CONT
penal_l1_cnt += 1
else:
penal += PENAL_L1_CONT
else:
penal_l1_cnt = 0
if not r.load_two:
if penal_l2_cnt == 0:
penal += PENAL_L2_INIT + PENAL_L2_CONT
penal_l2_cnt += 1
else:
penal += PENAL_L2_CONT
else:
penal_l2_cnt = 0
if not r.load_three:
penal += PENAL_L3_CONT
if d.grid_status:
if (d.bessSOC == 0 and r.power_reference > 0) \
or (d.bessSOC == 1 and r.power_reference < 0):
r.power_reference = 0
r_load = real_load(int(r.load_one), int(r.load_two), int(r.load_three),
d.current_load)
mg = main_grid(True, r_load, r.power_reference, d.solar_production,
r.pv_mode)
# we sell
if mg < 0:
bess_sell = abs(mg) * d.selling_price / CFG.sampleRate
consumption = 0.0
else:
consumption = mg * d.buying_price / CFG.sampleRate
bess_sell = 0
current_power = r.power_reference
soc_bess = d.bessSOC - r.power_reference / (CFG.sampleRate *
BESS_CAPACITY)
overload = False
elif not d.grid_status:
r_load = real_load(int(r.load_one), int(r.load_two), int(r.load_three),
d.current_load)
current_power = main_grid(False, r_load, r.power_reference,
d.solar_production, r.pv_mode)
soc_bess = d.bessSOC - current_power / (CFG.sampleRate * BESS_CAPACITY)
if abs(current_power) > BESS_MAX_POWER or (soc_bess >= 1 and current_power < 0) \
or (soc_bess <= 0 and current_power > 0):
overload = True
overload_cnt += 1
else:
overload = False
overload_cnt = 0
if overload_cnt > 1:
penal = PENAL_L1_INIT + PENAL_L1_CONT + PENAL_L2_INIT + PENAL_L2_CONT + PENAL_L3_CONT
current_power = 0
r.load_one = False
r.load_two = False
r.load_three = False
r.pv_mode = PVMode.OFF
overload = False
overload_cnt = 0
soc_bess = d.bessSOC
r_load = 0
consumption = 0
mg = 0
bess_sell = 0
if 0 > soc_bess:
soc_bess = 0
if soc_bess > 1:
soc_bess = 1
TARGET_1MS_PRICE = 100 # targeted daily price for 1ms avg spent time
performance_mark = (spent_time *
1000) * (24 / (TARGET_1MS_PRICE * CFG.sampleRate))
em = energy_mark(consumption, bess_sell)
pv_power = d.solar_production if r.pv_mode == PVMode.ON else 0
return em, performance_mark, mg, penal, r_load, pv_power, soc_bess, \
overload, current_power
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
global is_previous_load_one_active
global is_previous_load_two_active
global is_previous_load_three_active
global previous_load
global mins_counter
global days_counter
# Data Message information
is_buying_price_cheap = msg.buying_price == CHEAP_BUYING_PRICE
is_selling_price_positive = msg.selling_price == POSITIVE_SELLING_PRICE
is_grid_status_on = msg.grid_status
main_grid_power = float(msg.mainGridPower)
is_battery_overload = msg.bessOverload
is_battery_full = msg.bessSOC == BATTERY_MAX_CAPACITY
# pred kraj prodati celu bateriju ?!
# kupovati bateriju ujutru (izbaci 23 do 24 interval)
# dodati neku toleranciju za trosenje baterije npr do 0.4, 5
current_load = msg.current_load
is_load_rising = current_load > previous_load
l1 = L1_POWER_SHARE * current_load
l2 = L2_POWER_SHARE * current_load
l3 = L3_POWER_SHARE * current_load
l12 = l1 + l2
# 5520 : 0, 8, 3, 9.2, 0, 0.5950260191000842, False, 6.439929503154399
# 5521, 0, 8, 3, 9.199899290220571, 0, 0.5842926857667509, True, 0
# 3299, 1, 3, 3, 4.163380970229338, 0, 1.0, False, 2.909085131140325
# 3300, 1, 8, 3, 4.1708203932499375, 0.0, 1.0, False, 2.9143666791605365
load_one = True
power_reference = 0.0
if not is_grid_status_on:
load_three = False
if is_battery_overload:
load_two = False
power_reference = l1 - msg.solar_production # + 0.01
else:
load_two = is_previous_load_two_active
if l12 - msg.solar_production < BATTERY_MAX_POWER + DELTA and not is_load_rising:
load_two = True
load_and_solar_diff = (l12
if load_two else l1) - msg.solar_production
power_reference = load_and_solar_diff if load_and_solar_diff > 0 else 0.0
else:
load_three = msg.buying_price * l3 / MINS_IN_HOUR < L3_DOWN_PENALTY
load_two = True
if is_buying_price_cheap:
if not is_battery_full and 1 * MINS_IN_HOUR < mins_counter < 7 * MINS_IN_HOUR:
power_reference = -BATTERY_MAX_POWER
else: # expensive buying
if l12 > 3.9:
load_two = False
load = l12 if load_two else l1
is_battery_prepared_for_electricity_loss = \
msg.bessSOC * 10 - DELTA > (load if load < BATTERY_MAX_POWER else BATTERY_MAX_POWER)
load_and_solar_diff = load - msg.solar_production
if is_battery_prepared_for_electricity_loss:
power_reference = load_and_solar_diff if load_and_solar_diff < BATTERY_MAX_POWER else BATTERY_MAX_POWER
# else:
#
# if is_selling_price_positive and main_grid_power < 0:
# power_reference = -main_grid_power # if main_grid_power > -BATTERY_MAX_POWER else BATTERY_MAX_POWER
pv_mode = PVMode.ON
# remember this state for next step
is_previous_load_one_active = load_one
is_previous_load_two_active = load_two
is_previous_load_three_active = load_three
previous_load = current_load
if mins_counter < MINS_IN_DAY:
mins_counter += 1
else:
mins_counter = 0
days_counter += 1
if days_counter == 4 and mins_counter > 1398:
power_reference = BATTERY_MAX_POWER
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
battery = msg.bessSOC * 100
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
#2087.19 $
#grid active
if msg.grid_status:
#puni se sa jeftinom strujom
if battery < 99 and msg.buying_price < 5:
power_reference = -5.0
#ako ima viska solarne energije, baterija se puni
if msg.buying_price < 5:
if (msg.solar_production >= msg.current_load):
power_reference = -(msg.solar_production - msg.current_load)
#ako ima premalo solarne, aktivira se baterija da pomaze
if (msg.solar_production < msg.current_load):
if (msg.current_load - msg.solar_production) <= 5.0:
power_reference = (msg.current_load - msg.solar_production)
else:
power_reference = 0.0
if battery < 99 and msg.buying_price < 5:
power_reference = -5.0
#koliki je minimum baterije
if battery < 25:
power_reference = 0.0
#ukoliko je skupa struja sta radimo
if msg.buying_price > 5:
if (msg.solar_production >= msg.current_load):
power_reference = -(msg.solar_production - msg.current_load)
#ako ima premalo solarne, aktivira se baterija da pomaze
if (msg.solar_production < msg.current_load):
if battery >= 10:
if (msg.current_load - msg.solar_production) <= 5.0:
power_reference = (msg.current_load -
msg.solar_production)
else:
power_reference = +5.0
if battery < 99 and msg.buying_price < 5:
power_reference = -5.0
'''
if battery >10 and msg.buying_price ==8:
power_reference = +5.0
pv_mode = PVMode.ON
if msg.solar_production > 0:
if msg.solar_production > msg.current_load and msg.buying_price == 3:
power_reference = -5.0
elif msg.solar_production > msg.current_load:
power_reference = -(msg.solar_production - msg.current_load)
else:
if battery < 80 and msg.buying_price == 3:
power_reference = -5.0
elif battery < 10:
power_reference = 0.0
else:
if msg.current_load <= 5.0:
power_reference = msg.current_load
else:
power_reference = +5.0
else:
if msg.buying_price == 8:
if battery > 10:
power_reference = +3.5
else:
power_reference = 0.0
else:
if battery < 100:
power_reference = -4.99
else:
power_reference = 0.0
'''
#blackout
else:
if msg.solar_production > 0:
if msg.solar_production == msg.current_load:
power_reference = 0.0
elif msg.solar_production > msg.current_load:
if msg.solar_production - msg.current_load > 5:
pv_mode = PVMode.OFF
if msg.current_load > 5:
load_three = False
if msg.current_load > 5:
load_two = False
else:
power_reference = msg.current_load
else:
if msg.current_load - msg.solar_production > 5.0:
load_three = False
if msg.current_load - msg.solar_production > 5.0:
load_two = False
power_reference = msg.current_load
else:
power_reference = msg.current_load
else:
load_three = False
if msg.current_load <= 5.0:
power_reference = msg.current_load
else:
load_two = False
power_reference = msg.current_load
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
# Dummy result is returned in every cycle here
L1,L2,L3=True,True,True
p_bat = 0.0
panel=PVMode.ON
if not msg.grid_status:
temp=msg.solar_production+6-msg.current_load
if temp<0:
if temp>-0.3*msg.current_load:
L3=False
else:
L2,L3=False,False
if msg.bessSOC < 0.56:
L3=False
if msg.bessSOC < 0.2:
L2,L3=False,False
if msg.solar_production>msg.current_load and msg.bessSOC>0.99:
panel=PVMode.OFF
else:
if msg.buying_price==3:
if msg.bessSOC!=1:
p_bat=-4.0
else:
p_bat=0.0
else:
if msg.current_load > 7.0:
L2 = False
if msg.solar_production < 0.3*msg.current_load:
L3=False
temp = msg.solar_production - msg.current_load
if msg.selling_price==0:
if( temp > 0):
p_bat=-temp
else:
if temp > -4.0:
p_bat=-temp
else:
p_bat=4.0*msg.current_load/8
else:
if(temp > 0):
p_bat=0.0
else:
if temp > -4.0:
p_bat=-temp
else:
p_bat=4.0*msg.current_load/8
#p_bat=4.0
if msg.bessSOC<0.2:
if p_bat>0.0:
p_bat=0.0
return ResultsMessage(data_msg=msg,
load_one=L1,
load_two=L2,
load_three=L3,
power_reference =p_bat,
pv_mode=panel)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
power_reference = 0.0
load_three = True
load_two = True
load_one = True
pv_mode = PVMode.ON
global battery_level1
global penalty_load2
global penalty_load3
global current_load_level1
global current_load_level2
global globGridStatus, counter
battery_level2 = 0.5
global battery_no_grid_level_1
global battery_no_grid_level_2
global battery_no_grid_level_3
global battery_2_cost_min_level_upper_level
global battery_2_cost_min_level_lower_level
real_load = calculate_real_load(msg.current_load)
if msg.grid_status == False or msg.bessOverload == True:
if msg.bessOverload == True or globGridStatus == True:
globGridStatus = True
if (msg.current_load) < 6:
if msg.bessSOC > battery_no_grid_level_2:
load_one = True
load_two = True
load_three = True
power_reference = real_load
elif msg.bessSOC > battery_no_grid_level_3:
load_one = True
load_two = True
load_three = False
power_reference = real_load * 0.7
elif msg.bessSOC > 0:
load_one = True
load_two = False
load_three = False
power_reference = real_load * 0.2
else:
load_three = False
load_two = False
load_one = False
power_reference = 0.0
elif (msg.current_load * 0.7) < 6:
if msg.bessSOC > battery_no_grid_level_3:
load_one = True
load_two = True
load_three = False
power_reference = real_load * 0.7
elif msg.bessSOC > 0:
load_one = True
load_two = False
load_three = False
power_reference = real_load * 0.2
else:
load_three = False
load_two = False
load_one = False
power_reference = 0.0
elif (msg.current_load * 0.2) < 6:
if msg.bessSOC > 0:
load_one = True
load_two = False
load_three = False
power_reference = real_load * 0.2
else:
load_three = False
load_two = False
load_one = False
power_reference = 0.0
else:
load_three = False
load_two = False
load_one = False
power_reference = 0.0
if globGridStatus is False:
if msg.bessSOC > battery_no_grid_level_2:
load_one = True
load_two = True
load_three = True
power_reference = real_load
elif msg.bessSOC > battery_no_grid_level_3:
load_one = True
load_two = True
load_three = False
power_reference = real_load * 0.7
elif msg.bessSOC > 0:
load_one = True
load_two = False
load_three = False
power_reference = real_load * 0.2
else:
load_three = False
load_two = False
load_one = False
power_reference = 0.0
else:
############# load managment
globGridStatus = False
power_source = get_power_source(msg, real_load)
if power_source == PowerSource.solar:
load_one = True
load_two = True
load_three = True
power_reference = -(msg.solar_production - msg.current_load)
if power_source == PowerSource.solar_battery:
load_one = True
load_two, load_three = calculate_load_profitability(
msg.buying_price, real_load)
power_reference = -(msg.solar_production - msg.current_load)
power_reference = calculate_power_reference(
power_reference, load_one, load_two, load_three)
if power_source == PowerSource.grid_battery:
load_one = True
load_two, load_three = calculate_load_profitability(
msg.buying_price, real_load)
power_reference = -(msg.solar_production - msg.current_load)
power_reference = calculate_power_reference(
power_reference, load_one, load_two, load_three)
if power_source == PowerSource.battery:
load_one = True
load_two, load_three = calculate_load_profitability(
msg.buying_price, real_load)
power_reference = -(msg.solar_production - msg.current_load)
power_reference = calculate_power_reference(
power_reference, load_one, load_two, load_three)
if power_source == PowerSource.grid:
tmp_load_two, tmp_load_three = calculate_load_profitability(
msg.buying_price, real_load)
load_two = tmp_load_two
load_three = tmp_load_three
if msg.buying_price < 8:
power_reference = -6.0
else:
power_reference = 0.0
# load_two = False
# load_three = False
if counter > 7100:
if msg.bessSOC > 0.001:
power_reference = 4.0
else:
power_reference = 0.0
# tmp_load = calculate_test_load(real_load, True, tmp_load_two, tmp_load_three)
#
# tmp_power_source = get_power_source(msg, tmp_load)
#
# if tmp_power_source != power_source:
# power_source = tmp_power_source
# power_reference, load_one, load_two, load_three = set_loads_and_power_resource(power_source, power_reference, msg.buying_price, real_load, msg.solar_production)
#
# else:
# if msg.buying_price < 8:
# power_reference = -10.0
# else:
# power_reference = 0.0
# load_three = tmp_load_three
# load_two = tmp_load_two
# power_reference = calculate_power_reference(power_reference, load_one, load_two, load_three)
# if msg.grid_status == True:
#
# if penalty_load3 < 0.3 * real_load * msg.buying_price and real_load > current_load_level1:
#
# load_three = False
#
# else:
#
# load_three = True
#
# if penalty_load2 < 0.5 * real_load * msg.buying_price and real_load > current_load_level2:
#
# load_two = False
# else:
#
# load_two = True
# if msg.buying_price == 8 and \
# msg.solar_production > real_load:
# power_reference = -(msg.solar_production - real_load)
#
# if msg.buying_price == 8 and \
# msg.solar_production < real_load and \
# msg.bessSOC > battery_level1:
# power_reference = -(msg.solar_production - real_load)
#
# if msg.buying_price == 8 and \
# msg.solar_production < real_load and \
# msg.bessSOC < battery_level1:
# power_reference = 0.0
# pass
#
# if msg.buying_price < 8 and \
# msg.solar_production < real_load and \
# msg.bessSOC > battery_2_cost_min_level_upper_level:
# power_reference = real_load
#
# if msg.buying_price < 8 and \
# msg.solar_production < real_load and \
# msg.bessSOC < battery_2_cost_min_level_lower_level:
# power_reference = -10.0
#
# if load_three == False and load_two == False:
# power_reference = power_reference * 0.2
#
# if load_three == False and load_two == True:
# power_reference = power_reference * 0.5
#
# if load_three == True and load_two == False:
# power_reference = power_reference * 0.7
# if counter%10:
# print ("counter is ", counter, " , global flag is ", globGridStatus, "overload is ", msg.bessOverload)
last_load_one = load_one
last_load_two = load_two
last_load_three = load_three
counter = counter + 1
# Dummy result is returned in every cycle here
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def worker(msg: DataMessage) -> ResultsMessage:
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
global blackout_happened
global minBatteryLife
if blackout_happened:
minBatteryLife = 0.0
if blackout_happened == 1 and msg.id % 1440 == 0:
blackout_happened = 0
if msg.grid_status == 0 and blackout_happened == 0:
blackout_happened = 1
print('another blackout')
# kada se vise isplati da placamo penale nego cenu struje
if msg.buying_price > 6 and msg.current_load > 5.625:
load_three = False
if msg.buying_price > 6 and msg.current_load > 6.5625:
load_two = False
#todo pametnije odraditi
if msg.current_load > 8.5 and msg.grid_status == 0.0:
load_two = False
load_three = False
# if msg.grid_status == 0:
# load_three = False
# if msg.current_load < 2.5 and msg.solar_production > msg.current_load:
# power_reference = msg.current_load - msg.solar_production
#ukoliko je skupa struja, a mala potrosnja koristimo bateriju da bi ustedeli
#ukoliko imamo viska sunca punimo bateriju
if msg.buying_price > 5 and load_two and load_one and msg.bessSOC > minBatteryLife:
power_reference = msg.current_load * calcPerc(
load_one, load_two, load_three) - msg.solar_production
if power_reference > 5.0:
power_reference = 5.0
#ukoliko imamo viska solarne energije a jako je prazna baterija punimo bateriju
if msg.solar_production > msg.current_load * calcPerc(
load_one, load_two, load_three) and msg.bessSOC < minBatteryLife:
power_reference = msg.current_load * calcPerc(
load_one, load_two, load_three) - msg.solar_production
# ukoliko je jeftina struja punimo bateriju do kraja
if msg.buying_price < 6 and msg.bessSOC < 1:
power_reference = -5.0
# ukoliko solarni panel proizvodi previse energije, cak i za sve loadove i maks punjenje baterije - gasimo panel
if msg.solar_production > 5 + msg.current_load:
pv_mode = pv_mode.OFF
if (60 * 24 * 5 - msg.id) * 5 <= msg.bessSOC * 20 * 60:
power_reference = 5.0
# Dummy result is returned in every cycle here
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def process(self, msg):
state, battery, disabled = self.state_machine.state.split('_')
pv_mode = PVMode.ON
charge_speed = -4.0
# Ask if network changed status
curr_state = 'on' if msg.grid_status else 'off'
if curr_state != state:
if state == 'on':
self.state_machine.off()
else:
self.state_machine.on()
# Ask if fullness changed
curr_battery = battery
if battery == 'full':
if msg.bessSOC < 0.6:
curr_battery = 'half'
elif battery == 'half':
if msg.bessSOC > 0.95:
curr_battery = 'full'
elif msg.bessSOC < 0.2:
curr_battery = 'empty'
else:
if msg.bessSOC > 0.4:
curr_battery = 'half'
if curr_battery != battery:
if battery != 'half':
self.state_machine.half()
else:
if curr_battery == 'full':
self.state_machine.full()
else:
self.state_machine.empty()
# Ask if some devices should be powered on or off
if state == 'on':
if disabled == 'secthr':
self.state_machine.third()
elif disabled == 'third':
self.state_machine.none()
else:
if msg.bessOverload and disabled == 'none':
self.state_machine.third()
elif msg.bessOverload and disabled == 'third':
self.state_machine.secthr()
elif not msg.bessOverload and msg.current_load < float(
6) and disabled == 'secthr':
self.state_machine.third()
elif not msg.bessOverload and msg.current_load < float(
6) and disabled == 'third':
self.state_machine.none()
# For different states send different controls
if self.state_machine.state.startswith('on'):
if self.state_machine.state == 'on_empty_none':
load_two = True
load_three = True
if msg.buying_price == float(8):
if msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
else:
pow_ref = charge_speed
elif self.state_machine.state == 'on_empty_third':
load_two = True
load_three = False
if msg.buying_price == float(8):
if msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
else:
pow_ref = charge_speed
elif self.state_machine.state == 'on_empty_secthr':
load_two = False
load_three = False
if msg.buying_price == float(8):
if msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
else:
pow_ref = charge_speed
elif self.state_machine.state == 'on_half_none':
load_two = True
load_three = True
if msg.buying_price == float(8):
if msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
elif msg.selling_price == float(3):
pow_ref = 2.0
elif msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
elif self.state_machine.state == 'on_half_third':
load_two = True
load_three = False
if msg.buying_price == float(8):
if msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
elif msg.selling_price == float(3):
pow_ref = 2.0
elif msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
elif self.state_machine.state == 'on_half_secthr':
load_two = False
load_three = False
if msg.buying_price == float(8):
if msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
elif msg.selling_price == float(3):
pow_ref = 2.0
elif msg.solar_production > float(0):
pow_ref = -msg.solar_production + msg.current_load
else:
pow_ref = 0.0
elif self.state_machine.state == 'on_full_none':
load_two = True
load_three = True
if msg.bessSOC < float(1) and msg.buying_price < float(8):
pow_ref = -6.0
else:
pow_ref = 0.0
elif self.state_machine.state == 'on_full_third':
load_two = True
load_three = False
if msg.bessSOC < float(1) and msg.buying_price < float(8):
pow_ref = -6.0
else:
pow_ref = 0.0
elif self.state_machine.state == 'on_full_secthr':
load_two = False
load_three = False
if msg.bessSOC < float(1) and msg.buying_price < float(8):
pow_ref = -6.0
else:
pow_ref = 0.0
else:
pow_ref = 0.0
if self.state_machine.state == 'off_empty_none':
load_two = True
load_three = True
elif self.state_machine.state == 'off_empty_third':
load_two = False # <--
load_three = False
elif self.state_machine.state == 'off_empty_secthr':
load_two = False
load_three = False
elif self.state_machine.state == 'off_half_none':
load_two = True
load_three = True
elif self.state_machine.state == 'off_half_third':
load_two = False # <--
load_three = False
elif self.state_machine.state == 'off_half_secthr':
load_two = False
load_three = False
elif self.state_machine.state == 'off_full_none':
load_two = True
load_three = True
pv_mode = PVMode.OFF
elif self.state_machine.state == 'off_full_third':
load_two = False # <--
load_three = False
pv_mode = PVMode.OFF
elif self.state_machine.state == 'off_full_secthr':
load_two = False
load_three = False
pv_mode = PVMode.OFF
# Prepare response
res = ResultsMessage(data_msg=msg,
load_one=True,
load_two=load_two,
load_three=load_three,
power_reference=pow_ref,
pv_mode=pv_mode)
print('BamBam: {}'.format(res))
print(self.state_machine.state)
print(self.third_cons)
print(self.sec_cons)
print("=" * 50)
return res
def potrosiIliProdaj(msg):
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
extra_production = msg.solar_production - msg.current_load
if msg.grid_status: # radi elektrovojvodina
if msg.bessSOC < min_battery_threshold: #posto imamo mrezu, stedimo bateriju maksimalno
if msg.buying_price / 60.0 > 0.1: #skupa struja, gasi load3
load_three = False
power_reference = -1.0
else:
power_reference = -3.0 #struja je jeftina pa maksimalno punimo bateriju
elif msg.bessSOC < max_battery_threshold: # baterija je ispod threshold
if extra_production > 0: # panel može da puni bateriju
if extra_production > 6.0: # panel daje više nego što baterija može da primi
power_reference = -6.0
else: # panel daje najviše onoliko koliko baterija može da primi
power_reference = -extra_production
else:
if msg.buying_price / 60.0 >= 0.1: # više se isplati gasiti load3 nego kupovati
load_three = False
current_load = msg.current_load * 0.7
new_extra_production = msg.solar_production - current_load
if new_extra_production > 0: # sa isključenim load3 ima dosta struje
power_reference = -extra_production
else: # više se isplati kupovati struju nego gasiti load3
if msg.buying_price / 60 < 0.1:
power_reference = -1.0
else: # baterija nije kritično prazna
if extra_production > 0: # panel može da puni bateriju
if extra_production > 6.0: # panel daje više nego što baterija može da primi
power_reference = -6.0
else: # panel daje najviše onoliko koliko baterija može da primi
power_reference = -extra_production
else: # panel nema dovoljno energije da zadovolji load
if msg.buying_price / 60.0 >= 0.1: #struja je skupa
load_three = False
current_load = msg.current_load * 0.7
new_extra_production = msg.solar_production - current_load
if new_extra_production < -6.0:
power_reference = 6.0 #ostalo kupuje iz elektrane
else:
power_reference = -new_extra_production #napaja ga samo baterija
else: #jeftina je struja i vucemo iz elektrane
if extra_production < -1.0:
power_reference = 1.0 #ostalo kupuje iz elektrane
else: # ne radi elektrovojvodina
all_energy = msg.solar_production + 6.0
extra_production = all_energy - msg.current_load
if extra_production < 0: # nema dovoljno sunca
power_reference = -extra_production
if msg.current_load * 0.2 > all_energy: # čak i sa samo load1 trošimo previše pa isključi sve
load_one = False
load_two = False
load_three = False
elif msg.current_load * 0.5 > all_energy: # isključenjem load2 trošimo previše
load_two = False
load_three = False
elif msg.current_load * 0.7 <= all_energy: # dovoljno je isključiti samo load3
load_three = False
else: # dovoljno je isključiti samo load2
load_two = False
result = ResultsMessage(
data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode,
)
return result
def worker(msg: DataMessage) -> ResultsMessage:
states.calc_solar_state(msg)
# breakCounterLs
countNoPower(msg)
# racunamo razmak trenutno mesta do zadnje nule
"""TODO: This function should be implemented by contestants."""
# Details about DataMessage and ResultsMessage objects can be found in /utils/utils.py
msg.current_load
# Dummy result is returned in every cycle here
#osnovna podela da li ima struje ili ne
load1 = True
load2 = True
load3 = True
power = 0.0
pv_mode = PVMode.ON
if msg.buying_price > 6 and msg.current_load > 2.5: #totovo
load3 = False
elif msg.current_load > 6 and msg.buying_price < 6:
load3 = False
else:
load3 = True
#
# if test.counter >= 1 and test.counter <= 360: #ako je dugo bilo struje mozes malo vise da prodajes
# if(msg.buying_price < 6 and msg.bessSOC < 0.9):
# power = chargeRate
# elif msg.buying_price > 6 and msg.bessSOC > 0.15 and msg.selling_price > 1:
# power = dischargeRate*1.5
if msg.buying_price > 7:
if 6.5 <= msg.current_load < 6.7 and msg.bessSOC < 0.6 and msg.id % 1440 > 17 * 60: # LOAD_2 HIGH_COST BREAKPOINT
if c.LOAD_2_STATE == 0: # STATE OFF
c.LOAD_2_STATE = 1
c.l2_off_cost = 4
c.l2_on_cost = 0.4
load2 = False
if c.LOAD_2_STATE == 1: # STATE GAINING
load2 = False
c.l2_off_cost += 0.4
c.l2_on_cost += msg.current_load * 0.5 * 8 / 60
if abs(c.l2_off_cost - c.l2_on_cost) < 0.5: # CLOSE ENOUGH
c.LOAD_2_STATE = 2 # STATE OVERTAKING
elif c.LOAD_2_STATE == 2:
if msg.current_load > 6.0:
load2 = False
#if 6.0 <= msg.current_load < 6.1:
else:
c.LOAD_2_STATE = 0
load2 = True
if msg.grid_status == 0:
load3 = False
if msg.current_load > 8.5 and msg.grid_status == 0.0:
load2 = False
load3 = False
if msg.current_load < 2.5 and msg.solar_production > msg.current_load:
power = msg.current_load - msg.solar_production
if msg.bessSOC > 0.192 and msg.buying_price > 6 and msg.solar_production < msg.current_load * calcPerc(
load1, load2, load3
): #baterija puna i struja skupa i nemamo viska od solar prod -> koristimo bateriju
power = -(msg.solar_production -
msg.current_load * calcPerc(load1, load2, load3))
if msg.bessSOC < 0.192 and msg.grid_status is True: #ukoliko je baterija jako prazna i ima struje punimo bateriju
power = chargeRate
if c.solar_state == states.SolarState.BEFORE and msg.bessSOC < 0.99: # pre jutra se puni baterija
power = -6.0
if load2 == False and msg.id > 1800:
print('hi mom')
return ResultsMessage(data_msg=msg,
load_one=load1,
load_two=load2,
load_three=load3,
power_reference=power,
pv_mode=pv_mode)
def preventBessOverload(currentInput: DataMessage,
previousOutput: ResultsMessage,
newOutput: ResultsMessage, minBuyingPrice,
maxBuyingPrice, MIN_ENERGY_FOR_BATTERY):
Pbess = currentInput.current_load - currentInput.solar_production
if Pbess > BATTERY_MAX_OUTPUT_POWER:
if previousOutput.load_three == True:
newOutput.load_three = False
if currentInput.current_load * 0.7 > BATTERY_MAX_OUTPUT_POWER:
newOutput.load_two = False
# Case when battery is empty
elif currentInput.bessSOC == 0:
if currentInput.grid_status == False:
turn_off_loads(newOutput)
newOutput.power_reference = 0.0
availablePower = currentInput.solar_production * (-1.0)
if currentInput.solar_production >= currentInput.current_load * 0.2:
newOutput.load_one = True
availablePower = currentInput.solar_production - currentInput.current_load * 0.2
if currentInput.solar_production >= currentInput.current_load * 0.7:
newOutput.load_two = True
availablePower = currentInput.solar_production - currentInput.current_load * 0.7
newOutput.power_reference = availablePower * (-1.0)
else:
turn_off_loads(newOutput)
newOutput.power_reference = 0.0
availablePower = currentInput.solar_production
if currentInput.solar_production >= currentInput.current_load * 0.2:
newOutput.load_one = True
availablePower = currentInput.solar_production - currentInput.current_load * 0.2
if currentInput.solar_production >= currentInput.current_load * 0.7:
newOutput.load_two = True
availablePower = currentInput.solar_production - currentInput.current_load * 0.7
if currentInput.solar_production >= currentInput.current_load:
newOutput.load_three = True
availablePower = currentInput.solar_production - currentInput.current_load
newOutput.power_reference = availablePower * (-1.0)
# Case when battery is full
elif currentInput.bessSOC == 1:
newOutput.pv_mode = PVMode.OFF
handleRegularScenarios(currentInput, previousOutput, newOutput,
minBuyingPrice, maxBuyingPrice,
MIN_ENERGY_FOR_BATTERY)
if newOutput.power_reference < 0.0:
newOutput.power_reference = 0.0
def worker(msg: DataMessage) -> ResultsMessage:
global prev_buyingPrice, failsafe_percentage, high_priority_failsafe_percentage, bessCap
global prev_load_one, prev_load_two, prev_load_three
#Init vars
load_one = True
load_two = True
load_three = True
power_reference = 0.0
pv_mode = PVMode.ON
if msg.grid_status:
#Grid is ONLINE
# All consumers on
load_one = True
load_two = True
load_three = True
# Solar panel on
pv_mode = PVMode.ON
# DAY, EXPENSIVE BUYING PRICE - check if buyingPrice > prev_buyingPrice AND prev_buyingPrice <= sellingPrice
if msg.buying_price > prev_buyingPrice and prev_buyingPrice <= msg.selling_price:
#Reduce consumption by using previously bought power at a lower price, up until failsafe_percentage
power_required = msg.current_load - msg.solar_production
power_bess_can_supply = (clamp(power_required, -5.0, 5.0))
newSOC = msg.bessSOC - power_bess_can_supply/bessCap
if newSOC >= failsafe_percentage:
power_reference = power_bess_can_supply
else:
power_reference = 0.0
#NIGHT, CHEAP BUYING PRICE - check if buyingPrice < prev_buyingPrice
elif msg.buying_price < prev_buyingPrice:
#Charge bess to full with cheap, tasty nocturnal energy
if msg.bessSOC < 1:
power_reference = clamp(-((1 - msg.bessSOC) * bessCap), -5.0, 0.0)
else:
#GRID IS OFFLINE
#print("BLACKOUT (msgid: " + str(msg.id) + ")")
# Consumer three off
load_one = True
load_two = True
load_three = False
coef = 1
if prev_load_three:
coef -= 0.4
if prev_load_two:
coef -= 0.4
if prev_load_one:
coef -= 0.2
power_required = msg.current_load * coef - msg.solar_production
#print("--Init p.req: " + str(power_required))
# If solar is enough to satisfy consumption (negative power_required), excess power charges bess ---> Prevent overcharging bess
# If solar is NOT enough to satisfy consumption (positive power required), help with bess
kWminutes_left_in_bess = bessCap * msg.bessSOC
max_draw = 5.0 #kW
#print("--kWm left: " + str(kWminutes_left_in_bess))
if power_required > kWminutes_left_in_bess:
#print("--1")
# Kill load_two, leave load_one
load_two = False
# Recalc power required and assess
coef = 1
if prev_load_two:
coef = 0.33
power_required = msg.current_load * coef - msg.solar_production
#print("----p.req: " + str(power_required))
if power_required <= kWminutes_left_in_bess and power_required <= max_draw:
# Ok
power_reference = power_required
else:
# No power left, kill one
load_one = False
elif power_required >= 0 and power_required <= kWminutes_left_in_bess and power_required <= max_draw:
#print("--2")
power_reference = power_required
elif power_required >= 0 and power_required <= kWminutes_left_in_bess and power_required > max_draw:
# Kill load_two, leave load_one
load_two = False
# Recalc power required and assess
coef = 1
if prev_load_two:
coef = 0.33
power_required = msg.current_load * coef - msg.solar_production
# print("----p.req: " + str(power_required))
if power_required <= kWminutes_left_in_bess and power_required <= max_draw:
# Ok
power_reference = power_required
else:
# No power left, kill one
load_one = False
power_reference = 0
elif power_required < 0:
#print("--3")
# If there's more than 5 kW's for Bess, kill solar
if power_required < -5:
pv_mode = PVMode.OFF
# Supply power solely from bess
# Kill consumers if power_required > 5
power_required += msg.solar_production
#print("----p.req: " + str(power_required))
if power_required > kWminutes_left_in_bess:
# Kill load_two, leave load_one
load_two = False
# Recalc power required and assess
coef = 1
if prev_load_two:
coef = 0.33
power_required = msg.current_load * coef - msg.solar_production
if power_required <= kWminutes_left_in_bess and power_required <= max_draw:
# Ok
power_reference = power_required
else:
# No power left, kill one
load_one = False
power_reference = 0
elif power_required <= kWminutes_left_in_bess and power_required <= max_draw:
power_reference = power_required
#print("END BLACKOUT")
#print(" load_one: " + str(load_one))
#print(" load_two: " + str(load_two))
#print(" bess p.ref: " + str(power_reference))
#print(" pv_mode: " + str(pv_mode))
prev_load_one = load_one
prev_load_two = load_two
prev_load_three = load_three
if power_reference > 5:
load_two = False
return ResultsMessage(data_msg=msg,
load_one=load_one,
load_two=load_two,
load_three=load_three,
power_reference=power_reference,
pv_mode=pv_mode)
def handleRegularScenarios(currentInput:DataMessage, previousOutput:ResultsMessage, newOutput:ResultsMessage, minBuyingPrice, maxBuyingPrice, MIN_ENERGY_FOR_BATTERY):
if currentInput.grid_status == False:
if currentInput.bessSOC * 10 + currentInput.solar_production <= MINIMAL_BATTERY_POWER_FOR_LOAD_1:
newOutput.load_two = False
newOutput.load_three = False
elif currentInput.bessSOC * 10 + currentInput.solar_production <= MINIMAL_BATTERY_POWER_FOR_LOAD_1_AND_LOAD_2:
newOutput.load_three = False
if currentInput.solar_production + BATTERY_MAX_OUTPUT_POWER < currentInput.current_load:
newOutput.load_three = False
if currentInput.solar_production + BATTERY_MAX_OUTPUT_POWER < currentInput.current_load * 0.7:
newOutput.load_two = False
if currentInput.solar_production + BATTERY_MAX_OUTPUT_POWER < currentInput.current_load * 0.2:
newOutput.load_one = False
else:
extraEnergy = currentInput.solar_production - predictFutureConsumption(newOutput.load_two, newOutput.load_three,
currentInput.current_load)
if extraEnergy > 0:
if currentInput.bessSOC * 10.0 <= 9.9:
# Charge battery
newOutput.power_reference = extraEnergy * (-1.0)
elif currentInput.selling_price > 0:
newOutput.power_reference = 0.0
else:
newOutput.power_reference = 0.0
if newOutput.load_two == False and newOutput.load_three == False:
if extraEnergy + 6 > currentInput.current_load * 0.8:
newOutput.load_two = True
newOutput.load_three = True
if extraEnergy >= currentInput.current_load * 0.8:
newOutput.power_reference = 0.0
elif currentInput.buying_price == maxBuyingPrice:
newOutput.power_reference = currentInput.current_load * 0.8 - extraEnergy
else:
newOutput.load_two = False
newOutput.load_three = False
elif newOutput.load_two == False:
if extraEnergy + 6 > currentInput.current_load * 0.5:
newOutput.load_two = True
if extraEnergy >= currentInput.current_load * 0.5:
newOutput.power_reference = 0.0
elif currentInput.buying_price == maxBuyingPrice:
newOutput.power_reference = currentInput.current_load * 0.5 - extraEnergy
else:
newOutput.load_two = False
elif newOutput.load_three == False:
if extraEnergy + 6 > currentInput.current_load * 0.3:
newOutput.load_three = True
if extraEnergy >= currentInput.current_load * 0.3:
newOutput.power_reference = 0.0
elif currentInput.buying_price == maxBuyingPrice:
newOutput.power_reference = currentInput.current_load * 0.3 - extraEnergy
else:
newOutput.load_three = False
else:
if currentInput.buying_price == minBuyingPrice and currentInput.bessSOC * 10.0 < 9.88:
newOutput.power_reference = -6.0
elif currentInput.bessSOC * 10.0 > MIN_ENERGY_FOR_BATTERY:
if currentInput.buying_price == maxBuyingPrice:
newOutput.power_reference = extraEnergy * (-1.0)
else:
newOutput.power_reference = 0.0
def shutdownLoadIfPowerIsExpensive(currentInput:DataMessage, newOutput: ResultsMessage):
if currentInput.buying_price * currentInput.current_load * 0.3/60 > 0.1:
newOutput.load_three = False
if currentInput.buying_price * currentInput.current_load * 0.5/60 > 0.4:
newOutput.load_two = False