def test_naive_model_states_1_5():
bat1 = optimization.battery(1.0, .15, 60.0, 6000)
bat1.update_charge_level(.2)
state0 = optimization.state('2014-01-01 00:00:00', 10.0, 0.2, 13.0)
state3 = optimization.state('2014-01-01 00:00:00', 50.0, 0.2, 1.0)
transition1 = optimization.evaluate_naive_model(state0, bat1)
transition5 = optimization.evaluate_naive_model(state3, bat1)
assert bat1.charge_level == .8
assert transition1.building_use_from_pv == 10
assert transition1.charge_batt_from_pv == 3
assert transition5.building_use_from_batt == 48
assert transition5.building_use_from_grid == 1
assert transition5.building_use_from_pv == 1
def test_transition_creation():
test_battery = optimization.battery(.5, .15, 60, 6000)
test_state = optimization.state('2014-01-01 00:00:00', 2, .2, 1)
test_transition = optimization.state_transitions(test_state, test_battery,
1, 1, 1, 1, 1)
assert test_transition.transpile_transition_to_json() == {
'timestamp': '2014-01-01 00:00:00',
'building_use_from_pv': 1,
'building_use_from_grid': 1,
'building_use_from_batt': 1,
'charge_batt_from_grid': 1,
'charge_batt_from_pv': 1
}
assert test_transition.get_transition_cost() == .55
def test_naive_model_states_2_3_4():
bat0 = optimization.battery(1.0, .15, 60.0, 6000)
state0 = optimization.state('2014-01-01 00:00:00', 10.0, 0.2, 13.0)
state1 = optimization.state('2014-01-01 00:00:00', 10.0, 0.13, 5.0)
state2 = optimization.state('2014-01-01 00:00:00', 10.0, 0.2, 5.0)
state3 = optimization.state('2014-01-01 00:00:00', 50.0, 0.2, 5.0)
transition2 = optimization.evaluate_naive_model(state0, bat0)
transition3 = optimization.evaluate_naive_model(state1, bat0)
transition4 = optimization.evaluate_naive_model(state2, bat0)
assert transition2.building_use_from_grid == -3
assert transition2.building_use_from_pv == 10
assert transition3.building_use_from_grid == 5
assert transition3.building_use_from_pv == 5
assert transition4.building_use_from_batt == 5
assert transition4.building_use_from_pv == 5
def test_battery_creation():
test_battery = optimization.battery(.5, .15, 60, 6000)
assert test_battery.c_rate == .5
assert test_battery.charge_level == 1
assert test_battery.cost == .15
assert test_battery.max_capacity == 60
def test_naive_model():
test_battery = optimization.battery(.5, .15, 60, 6000)
test_state = optimization.state('2014-01-01 00:00:00', 2, .2, 1)
naive_model_transition = optimization.evaluate_naive_model(
test_state, test_battery)
assert naive_model_transition.get_transition_cost() == 0.15