def dummy_sectoral_load_profiles(local_paths, path_main):
"""Create dummy sectoral load profiles
Arguments
---------
local_paths : dict
Paths
path_main : str
Main path
"""
create_folders_to_file(
os.path.join(local_paths['ss_load_profile_txt'], "dumm"), "_processed_data")
paths = data_loader.load_paths(path_main)
dict_enduses, dict_sectors, _, _, _ = data_loader.load_fuels(paths)
for enduse in dict_enduses['service']:
for sector in dict_sectors['service']:
joint_string_name = str(sector) + "__" + str(enduse)
# Flat profiles
load_peak_shape_dh = np.full((24), 1)
shape_non_peak_y_dh = np.full((365, 24), 1/24)
shape_non_peak_yd = np.full((365), 1/365)
write_data.create_txt_shapes(
joint_string_name,
local_paths['ss_load_profile_txt'],
load_peak_shape_dh,
shape_non_peak_y_dh,
shape_non_peak_yd)
def dummy_sectoral_load_profiles(local_paths, path_main):
"""
"""
create_folders_to_file(os.path.join(local_paths['ss_load_profile_txt'], "dumm"), "_processed_data")
paths = data_loader.load_paths(path_main)
lu = lookup_tables.basic_lookups()
dict_enduses, dict_sectors, dict_fuels = data_loader.load_fuels(paths, lu)
for enduse in dict_enduses['ss_enduses']:
for sector in dict_sectors['ss_sectors']:
joint_string_name = str(sector) + "__" + str(enduse)
# Flat profiles
load_peak_shape_dh = np.full((24), 1)
shape_non_peak_y_dh = np.full((365, 24), 1/24)
shape_peak_yd_factor = 1.0
shape_non_peak_yd = np.full((365), 1/365)
write_data.create_txt_shapes(
joint_string_name,
local_paths['ss_load_profile_txt'],
load_peak_shape_dh,
shape_non_peak_y_dh,
shape_peak_yd_factor,
shape_non_peak_yd)
def run(paths, local_paths, base_yr):
"""Function to run script
"""
print("... start script %s", os.path.basename(__file__))
hes_appliances_matching = {
'rs_cold': 0,
'rs_cooking': 1,
'rs_lighting': 2,
'rs_consumer_electronics': 3,
'rs_home_computing': 4,
'rs_wet': 5,
'rs_water_heating': 6,
'NOT_USED_unkown_1': 7,
'NOT_USED_unkown_2': 8,
'NOT_USED_unkown_3': 9,
'NOT_USED_showers': 10}
# HES data -- Generate generic load profiles
# for all electricity appliances from HES data
hes_data, hes_y_peak = read_hes_data(
paths['lp_rs'],
len(hes_appliances_matching))
# Assign read in raw data to the base year
year_raw_hes_values = assign_hes_data_to_year(
len(hes_appliances_matching),
hes_data,
int(base_yr))
_, rs_enduses = read_data.read_fuel_rs(
paths['rs_fuel_raw'])
# Load shape for all enduses
for enduse in rs_enduses:
if enduse not in hes_appliances_matching:
logging.debug(
"Warning: The enduse %s is not definedin hes_appliances_matching",
enduse)
else:
# Generate HES load shapes
shape_peak_dh, shape_non_peak_y_dh, shape_peak_yd_factor, shape_non_peak_yd = get_hes_load_shapes(
hes_appliances_matching,
year_raw_hes_values,
hes_y_peak,
enduse)
# Write txt files
write_data.create_txt_shapes(
enduse,
local_paths['rs_load_profile_txt'],
shape_peak_dh,
shape_non_peak_y_dh,
shape_peak_yd_factor,
shape_non_peak_yd)
logging.info("... finished script %s", os.path.basename(__file__))
return
def run(paths, local_paths, lookups):
"""Function to run script
"""
print("... start script %s", os.path.basename(__file__))
_, ss_sectors, ss_enduses = read_data.read_fuel_ss(
paths['ss_fuel_raw'],
lookups['fueltypes_nr'])
# Iterate sectors and read in shape
for sector in ss_sectors:
# Match electricity shapes for every sector
# to correct folder with load profiles
if sector == 'community_arts_leisure':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "Community")
elif sector == 'education':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "Education")
elif sector == 'emergency_services':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "_all_elec")
elif sector == 'health':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "Health")
elif sector == 'hospitality':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "_all_elec")
elif sector == 'military':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "_all_elec")
elif sector == 'offices':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "Offices")
elif sector == 'retail':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "Retail")
elif sector == 'storage':
sector_folder_path_elec = os.path.join(
local_paths['folder_raw_carbon_trust'], "_all_elec")
else:
raise Exception("Error: The sector {} could not be assigned".format(sector))
# ------------------------------------------------------
# Assign shape across enduse for service sector
# ------------------------------------------------------
for enduse in ss_enduses:
print("Enduse service: %s in sector %s", enduse, sector)
# Enduses
enduses_mainly_gas = ['ss_water_heating', 'ss_space_heating', 'ss_other_gas']
# Select shape depending on enduse
if enduse in enduses_mainly_gas:
folder_path = os.path.join(
local_paths['folder_raw_carbon_trust'],
"_all_gas")
else:
folder_path = sector_folder_path_elec
# Read in shape from carbon trust metering trial dataset
shape_non_peak_y_dh, load_peak_shape_dh, shape_non_peak_yd = read_raw_carbon_trust_data(
folder_path)
# Write shapes to txt
joint_string_name = str(sector) + "__" + str(enduse)
write_data.create_txt_shapes(
joint_string_name,
local_paths['ss_load_profile_txt'],
load_peak_shape_dh,
shape_non_peak_y_dh,
shape_non_peak_yd)
print("... finished script %s", os.path.basename(__file__))
return
