From 392e7764462b27fcc2acfcd26ec2bbdd45af3369 Mon Sep 17 00:00:00 2001 From: Francesco Lombardi Date: Mon, 10 Feb 2020 11:06:06 +0100 Subject: [PATCH] Updated files and code --- RAMP_v02-pre/RAMP_run.py | 40 +- RAMP_v02-pre/input_file_1.py | 32 +- RAMP_v02-pre/input_file_2.py | 30 +- RAMP_v02-pre/input_file_3.py | 30 +- RAMP_v02-pre/results/output_file_1_U1.csv | 144001 --------------- RAMP_v02-pre/results/output_file_1_U2.csv | 4321 - .../time_series/administrative_units.csv | 104 + .../time_series/ambient_temperatures.csv | 9122 + .../time_series/building_archetypes.CSV | 2 +- RAMP_v02-pre/time_series/gw_temp_province.csv | 2 +- RAMP_v02-pre/utils.py | 18 + 11 files changed, 9311 insertions(+), 148391 deletions(-) delete mode 100644 RAMP_v02-pre/results/output_file_1_U1.csv delete mode 100644 RAMP_v02-pre/results/output_file_1_U2.csv create mode 100644 RAMP_v02-pre/time_series/administrative_units.csv create mode 100644 RAMP_v02-pre/time_series/ambient_temperatures.csv create mode 100644 RAMP_v02-pre/utils.py diff --git a/RAMP_v02-pre/RAMP_run.py b/RAMP_v02-pre/RAMP_run.py index d7ef3cfc..f126264b 100644 --- a/RAMP_v02-pre/RAMP_run.py +++ b/RAMP_v02-pre/RAMP_run.py @@ -21,41 +21,39 @@ under the License. """ -#%% Import required modules +#%% Import required modules and objects +import pandas as pd from stochastic_process import Stochastic_Process from post_process import* -import time +from utils import save_obj -provinces = pd.read_csv('time_series/gw_temp_province.csv', sep=';', index_col=0).columns.to_list() +administrative_units = pd.read_csv('time_series/administrative_units.csv', sep=',') +provinces = administrative_units['province'].to_list() +#provinces = pd.read_csv('time_series/gw_temp_province.csv', sep=';', index_col=0).columns.to_list() archetypes = pd.read_csv('time_series/building_archetypes.csv', sep=';', index_col=0) -archetypes_ratio = {'single_family': 1, 'double_family': 1.2 , 'multi_family': 1.6 , 'apartment_block': 2.1 } +for prov in provinces: + archetypes[prov] = (round(archetypes[prov] * administrative_units['share_DHW_independent'][administrative_units['province']==prov].values)) +archetypes_ratio = {'single_family': 2.1, 'double_family': 1.6 , 'multi_family': 1.2 , 'apartment_block': 1.0 } n_dict = {'U1': 0.253, 'U2': 0.263, 'U3': 0.484} +us_dict = {'U1': 1, 'U2': 2, 'U3': 3} -#provinces_lomb = - +#%% Main script profiles_dict = {} for prov in provinces: profiles_dict[prov] = {} for arch in archetypes[prov].index: profiles_dict[prov][arch] = {} - n = archetypes[prov].loc[arch]/1e3 + n = archetypes[prov].loc[arch]/1e2 for us in n_dict.keys(): profiles_dict[prov][arch][us] = {} for k in range(int(round(n_dict[us]*n))): - for j in range(1,2): - seconds = time.time() - Profiles_list = Stochastic_Process(j,archetypes_ratio[arch],prov) - Profiles_avg, Profiles_list_kW, Profiles_series = Profile_formatting(Profiles_list) - profiles_dict[prov][arch][us]['%d' %k] = Profiles_series - seconds = time.time() -seconds - # Post-processes the results and generates plots - -# Profile_series_plot(Profiles_series) #by default, profiles are plotted as a series - -# export_series(Profiles_series,j,arch) - -# if len(Profiles_list) > 1: #if more than one daily profile is generated, also cloud plots are shown -# Profile_cloud_plot(Profiles_list, Profiles_avg) + j = us_dict[us] + Profiles_list = Stochastic_Process(j,archetypes_ratio[arch],prov) + Profiles_avg, Profiles_list_kW, Profiles_series = Profile_formatting(Profiles_list) + profiles_dict[prov][arch][us]['%d' %k] = Profiles_series + +# Saving the results +save_obj(profiles_dict, 'profiles_dict_Italy_50k') diff --git a/RAMP_v02-pre/input_file_1.py b/RAMP_v02-pre/input_file_1.py index c0f9215b..3676a784 100644 --- a/RAMP_v02-pre/input_file_1.py +++ b/RAMP_v02-pre/input_file_1.py @@ -15,38 +15,38 @@ def input_file(arch,prov): #Timeseries for DHW tasks median power T_gw = pd.read_csv('time_series/gw_temp_province.csv', sep=';', index_col=0, usecols=['day',p]) - shower_P = 8/60*4186*(45-T_gw) - sink_P = 4/60*4186*(40-T_gw) + shower_P = 8/60*4186*(40-T_gw) + sink_P = 3/60*4186*(35-T_gw) kitchen_P = 5/60*4186*(40-T_gw) - generic_P = 4/60*4186*(40-T_gw) + generic_P = 3/60*4186*(35-T_gw) #Create new user classes U1 = User("User type 1",1) User_list.append(U1) #User type 1 - U1_shower_wd = U1.Appliance(U1,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.2, P_series=True, wd_we_type=0) - U1_shower_wd.windows([420,720],[960,1380],0.3) + U1_shower_wd = U1.Appliance(U1,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.1, P_series=True, wd_we_type=0) + U1_shower_wd.windows([360,660],[900,1200],0.3) - U1_shower_we = U1.Appliance(U1,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.2, P_series=True, wd_we_type=1) - U1_shower_we.windows([420,720],[960,1260],0.3) + U1_shower_we = U1.Appliance(U1,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.1, P_series=True, wd_we_type=1) + U1_shower_we.windows([360,600],[840,1200],0.3) - U1_sink_wd = U1.Appliance(U1,1,sink_P,1,2*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) - U1_sink_wd.windows([420,1380],[0,0],0.3) + U1_sink_wd = U1.Appliance(U1,1,sink_P,1,4*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) + U1_sink_wd.windows([360,1320],[0,0],0.3) - U1_sink_we = U1.Appliance(U1,1,sink_P,1,2*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) - U1_sink_we.windows([420,1380],[0,0],0.3) + U1_sink_we = U1.Appliance(U1,1,sink_P,1,4*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) + U1_sink_we.windows([360,1320],[0,0],0.3) - U1_kitchen_wd = U1.Appliance(U1,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) - U1_kitchen_wd.windows([420,1380],[0,0],0.3) + U1_kitchen_wd = U1.Appliance(U1,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.1, P_series=True, wd_we_type=0) + U1_kitchen_wd.windows([360,1320],[0,0],0.3) - U1_kitchen_we = U1.Appliance(U1,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) - U1_kitchen_we.windows([420,1380],[0,0],0.3) + U1_kitchen_we = U1.Appliance(U1,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.1, P_series=True, wd_we_type=1) + U1_kitchen_we.windows([360,1320],[0,0],0.3) U1_generic_wd = U1.Appliance(U1,1,generic_P,1,3*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) U1_generic_wd.windows([0,1440],[0,0],0) U1_generic_we = U1.Appliance(U1,1,generic_P,1,3*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) U1_generic_we.windows([0,1440],[0,0],0) - + return(User_list) \ No newline at end of file diff --git a/RAMP_v02-pre/input_file_2.py b/RAMP_v02-pre/input_file_2.py index 4e221b71..24c0934e 100644 --- a/RAMP_v02-pre/input_file_2.py +++ b/RAMP_v02-pre/input_file_2.py @@ -15,33 +15,33 @@ def input_file(arch,prov): #Timeseries for DHW tasks median power T_gw = pd.read_csv('time_series/gw_temp_province.csv', sep=';', index_col=0, usecols=['day',p]) - shower_P = 8/60*4186*(45-T_gw) - sink_P = 4/60*4186*(40-T_gw) + shower_P = 8/60*4186*(40-T_gw) + sink_P = 3/60*4186*(35-T_gw) kitchen_P = 5/60*4186*(40-T_gw) - generic_P = 4/60*4186*(40-T_gw) + generic_P = 3/60*4186*(35-T_gw) #Create new user classes U2 = User("User type 2",1) User_list.append(U2) #User type 2 - U2_shower_wd = U2.Appliance(U2,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.2, P_series=True, wd_we_type=0) - U2_shower_wd.windows([360,1080],[960,1380],0.3) + U2_shower_wd = U2.Appliance(U2,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.1, P_series=True, wd_we_type=0) + U2_shower_wd.windows([300,660],[900,1320],0.3) - U2_shower_we = U2.Appliance(U2,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.2, P_series=True, wd_we_type=1) - U2_shower_we.windows([360,660],[1020,1380],0.3) + U2_shower_we = U2.Appliance(U2,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.1, P_series=True, wd_we_type=1) + U2_shower_we.windows([360,600],[840,1200],0.3) - U2_sink_wd = U2.Appliance(U2,1,sink_P,2,2*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) - U2_sink_wd.windows([360,540],[960,1380],0.3) + U2_sink_wd = U2.Appliance(U2,1,sink_P,1,4*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) + U2_sink_wd.windows([300,1320],[0,0],0.3) - U2_sink_we = U2.Appliance(U2,1,sink_P,1,2*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) - U2_sink_we.windows([420,1380],[0,0],0.3) + U2_sink_we = U2.Appliance(U2,1,sink_P,1,4*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) + U2_sink_we.windows([360,1320],[0,0],0.3) - U2_kitchen_wd = U2.Appliance(U2,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) - U2_kitchen_wd.windows([960,1380],[0,0],0.3) + U2_kitchen_wd = U2.Appliance(U2,1,kitchen_P,2,5*k,0.2,1, thermal_P_var = 0.1, P_series=True, wd_we_type=0) + U2_kitchen_wd.windows([300,540],[900,1320],0.3) - U2_kitchen_we = U2.Appliance(U2,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) - U2_kitchen_we.windows([420,1380],[0,0],0.3) + U2_kitchen_we = U2.Appliance(U2,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.1, P_series=True, wd_we_type=1) + U2_kitchen_we.windows([360,1320],[0,0],0.3) U2_generic_wd = U2.Appliance(U2,1,generic_P,1,3*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) U2_generic_wd.windows([0,1440],[0,0],0) diff --git a/RAMP_v02-pre/input_file_3.py b/RAMP_v02-pre/input_file_3.py index ab0571ce..2cb8c179 100644 --- a/RAMP_v02-pre/input_file_3.py +++ b/RAMP_v02-pre/input_file_3.py @@ -15,33 +15,33 @@ def input_file(arch,prov): #Timeseries for DHW tasks median power T_gw = pd.read_csv('time_series/gw_temp_province.csv', sep=';', index_col=0, usecols=['day',p]) - shower_P = 8/60*4186*(45-T_gw) - sink_P = 4/60*4186*(40-T_gw) + shower_P = 8/60*4186*(40-T_gw) + sink_P = 4/60*4186*(35-T_gw) kitchen_P = 5/60*4186*(40-T_gw) - generic_P = 4/60*4186*(40-T_gw) + generic_P = 4/60*4186*(35-T_gw) #Create new user classes U3 = User("User type 3",1) User_list.append(U3) #User type 3 - U3_shower_wd = U3.Appliance(U3,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.2, P_series=True, wd_we_type=0) - U3_shower_wd.windows([360,1080],[1080,1380],0.3) + U3_shower_wd = U3.Appliance(U3,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.1, P_series=True, wd_we_type=0) + U3_shower_wd.windows([300,540],[1020,1320],0.3) - U3_shower_we = U3.Appliance(U3,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.2, P_series=True, wd_we_type=1) - U3_shower_we.windows([360,660],[1020,1380],0.3) + U3_shower_we = U3.Appliance(U3,1,shower_P,2,8*k,0.2,3, thermal_P_var = 0.1, P_series=True, wd_we_type=1) + U3_shower_we.windows([360,600],[840,1200],0.3) - U3_sink_wd = U3.Appliance(U3,1,sink_P,2,2*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) - U3_sink_wd.windows([360,540],[1080,1380],0.3) + U3_sink_wd = U3.Appliance(U3,1,sink_P,1,4*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) + U3_sink_wd.windows([360,1320],[0,0],0.3) - U3_sink_we = U3.Appliance(U3,1,sink_P,1,2*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) - U3_sink_we.windows([420,1380],[0,0],0.3) + U3_sink_we = U3.Appliance(U3,1,sink_P,1,4*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) + U3_sink_we.windows([360,1320],[0,0],0.3) - U3_kitchen_wd = U3.Appliance(U3,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) - U3_kitchen_wd.windows([1080,1030],[0,0],0.3) + U3_kitchen_wd = U3.Appliance(U3,1,kitchen_P,2,5*k,0.2,1, thermal_P_var = 0.1, P_series=True, wd_we_type=0) + U3_kitchen_wd.windows([360,540],[1020,1320],0.3) - U3_kitchen_we = U3.Appliance(U3,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=1) - U3_kitchen_we.windows([420,1380],[0,0],0.3) + U3_kitchen_we = U3.Appliance(U3,1,kitchen_P,1,5*k,0.2,1, thermal_P_var = 0.1, P_series=True, wd_we_type=1) + U3_kitchen_we.windows([360,1320],[0,0],0.3) U3_generic_wd = U3.Appliance(U3,1,generic_P,1,3*k,0.2,1, thermal_P_var = 0.25, P_series=True, wd_we_type=0) U3_generic_wd.windows([0,1440],[0,0],0) diff --git a/RAMP_v02-pre/results/output_file_1_U1.csv b/RAMP_v02-pre/results/output_file_1_U1.csv deleted file mode 100644 index 1f46a1af..00000000 --- a/RAMP_v02-pre/results/output_file_1_U1.csv +++ /dev/null @@ -1,144001 +0,0 @@ -,0 -0,0.003 -1,0.003 -2,0.003 -3,0.003 -4,10154.498277607405 -5,0.003 -6,0.003 -7,0.003 -8,0.003 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--git a/RAMP_v02-pre/time_series/ambient_temperatures.csv b/RAMP_v02-pre/time_series/ambient_temperatures.csv new file mode 100644 index 00000000..b8f20028 --- /dev/null +++ b/RAMP_v02-pre/time_series/ambient_temperatures.csv @@ -0,0 +1,9122 @@ 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-archetype;AQUILA;TERAMO;CHIETI;PESCARA;POTENZA;MATERA;COSENZA;CATANZARO;R.CALABRIA;CROTONE;V_VALENTIA;CASERTA;BENEVENTO;NAPOLI;AVELLINO;SALERNO;PIACENZA;PARMA;R_EMILIA;MODENA;BOLOGNA;FERRARA;RAVENNA;F.CESENA;RIMINI;UDINE;GORIZIA;TRIESTE;PORDENONE;VITERBO;RIETI;ROMA;LATINA;FROSINONE;IMPERIA;SAVONA;GENOVA;LA_SPEZIA;VARESE;COMO;SONDRIO;MILANO;BERGAMO;BRESCIA;PAVIA;CREMONA;MANTOVA;LECCO;LODI;P_URBINO;ANCONA;MACERATA;A.PICENO;CAMPOBASSO;ISERNIA;TORINO;VERCELLI;NOVARA;CUNEO;ASTI;ALESSANDRIA;BIELLA;V_C_OSSOLA;FOGGIA;BARI;TARANTO;BRINDISI;LECCE;SASSARI;NUORO;CAGLIARI;ORISTANO;TRAPANI;PALERMO;MESSINA;AGRIGENTO;CALTANISSETTA;ENNA;CATANIA;RAGUSA;SIRACUSA;MASSA;LUCCA;PISTOIA;FIRENZE;LIVORNO;PISA;AREZZO;SIENA;GROSSETO;PRATO;BOLZANO;TRENTO;PERUGIA;TERNI;AOSTA;VERONA;VICENZA;BELLUNO;TREVISO;VENEZIA;PADOVA;ROVIGO 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single_family;43745;24855;23479;43236;47374;15066;74715;42884;67242;18562;25448;68448;38340;81434;58781;80599;28047;30515;36342;35496;32836;36309;37890;26188;18475;82113;16060;14599;50407;30090;21125;116364;42610;64740;17376;18336;26008;14764;67052;39430;16338;106412;47911;72471;68957;33580;49607;18861;15774;27079;26232;25873;24522;30178;14764;121224;21437;34885;70890;34293;61558;25171;20119;37942;78666;53502;51352;164779;67213;35696;115026;39429;62557;92744;67223;51413;28456;29823;83864;38383;45876;23064;61938;26050;41883;11503;30669;27828;15655;14790;14836;45018;31418;58379;18021;10774;72105;83653;25475;103436;68092;95720;39205 double_family;23686;26994;22252;32126;31258;14086;59946;27178;41378;13114;12846;70584;26336;116732;35606;72290;22396;28996;43204;49530;44924;32572;34964;36832;26990;47702;10424;7706;24486;26724;14610;124856;40420;55444;15048;16796;30978;17306;75944;49404;20164;125664;82748;106998;43676;28776;38228;24846;14262;33160;35248;27898;32228;15344;6770;111432;15912;34218;53128;15784;29542;16762;15494;33870;69624;35018;31560;62884;32778;22184;56144;11830;38680;61346;48008;39378;19654;13772;70364;28884;31272;18658;35230;29218;51352;16144;34774;30938;18606;14418;14020;22214;46582;62230;19240;12442;67494;83276;22462;77360;68028;87242;23402 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diff --git a/RAMP_v02-pre/utils.py b/RAMP_v02-pre/utils.py new file mode 100644 index 00000000..08815ba8 --- /dev/null +++ b/RAMP_v02-pre/utils.py @@ -0,0 +1,18 @@ +# -*- coding: utf-8 -*- +""" +Created on Tue Oct 29 15:53:30 2019 + +@author: FLomb +""" + +import pickle + +#%% + +def save_obj(obj, name ): + with open('results/'+ name + '.pkl', 'wb') as f: + pickle.dump(obj, f, pickle.HIGHEST_PROTOCOL) + +def load_obj(name ): + with open('results/' + name + '.pkl', 'rb') as f: + return pickle.load(f) \ No newline at end of file