outfile.close()
# ----- build loadshape object ----- #
my_load_shape = Loadshape(
load_data=LOAD_DATA,
temp_data=TEMP_DATA,
# tariff_schedule=tariff_schedule
timezone='America/Los_Angeles',
temp_units="F",
sq_ft=BUILDING_SQ_FT)
# ----- add exclusions as necessary ----- #
my_load_shape.add_exclusion("2013-09-23 00:00:00", "2013-09-24 00:00:00")
my_load_shape.add_exclusion("2013-09-27 00:00:00", "2013-09-28 00:00:00")
my_load_shape.add_named_exclusion("US_HOLIDAYS")
# ----- generate a 7 day baseline ----- #
seven_day_baseline = my_load_shape.baseline(start_at=WEEK_START,
end_at=WEEK_END,
weighting_days=14,
modeling_interval=900,
step_size=900)
# ----- assemble a payload summarizng the seven day baseline ----- #
out = {"power_data": {}}
out["building"] = BUILDING_NAME
out["baseline_start_at"] = WEEK_START
out["baseline_end_at"] = WEEK_END
out["error_stats"] = my_load_shape.error_stats
out["power_data"]["actual"] = my_load_shape.actual_data(WEEK_START, WEEK_END)
# ----- write JSON output file ----- #
def write_json(data, file_name='output.json'):
print "writing file: %s" % file_name
with open(file_name, 'w') as outfile:
json.dump(data, outfile)
outfile.close()
# ----- build loadshape object ----- #
my_load_shape = Loadshape(load_data=LOAD_DATA, temp_data=TEMP_DATA,
timezone='America/Los_Angeles',
temp_units="F", sq_ft=BUILDING_SQ_FT)
# ----- add exclusions as necessary ----- #
my_load_shape.add_exclusion("2013-09-23 00:00:00", "2013-09-24 00:00:00")
my_load_shape.add_exclusion("2013-09-27 00:00:00", "2013-09-28 00:00:00")
my_load_shape.add_named_exclusion("US_HOLIDAYS")
# ----- add tariff to enable cost calculations ----- #
tariff = Tariff(tariff_file=TARIFF, timezone='America/Los_Angeles')
tariff.add_dr_period("2013-09-23 14:00:00", "2013-09-23 16:00:00")
tariff.add_dr_period("2013-09-27 14:00:00", "2013-09-27 16:15:00")
my_load_shape.set_tariff(tariff)
# ----- build the baseline to use as a reference for performance ----- #
event_baseline = my_load_shape.baseline(weighting_days=14,
modeling_interval=900,
step_size=900)
# ----- calculate the performance summary for the event period ----- #
event_performance = my_load_shape.event_performance(DR_EVENT_START, DR_EVENT_END)
