if FIGURE_PRESET.endswith('for poster'):
FIGURE_PATH = os.path.expanduser('~/Dropbox/MyWork/imperial/PhD/writing'
'/posters/UKERCposter2013/')
else:
FIGURE_PATH = os.path.expanduser('~/Dropbox/MyWork/imperial/PhD/writing'
'/papers/tetc2013/figures/')
FIGURE_SUFFIX = '.pdf'
DATA_DIR = '/data/mine/vadeec/merged/house1'
if FIGURE_PRESET in ['daily usage histogram', 'daily usage histogram for poster']:
START_DATE = None # datetime.datetime(year=2013, month=3, day=1)
END_DATE = None # datetime.datetime(year=2013, month=3, day=1)
BIN_SIZE = 'T' # D (daily) or H (hourly) or T (minutely)
TIMESPAN = 'D' # D (daily) or W (weekly)
spfl.setup(fig_height=8)
GRID = True
XTICKS_ON = False
LATEX_PDF_OUTPUT_FILENAME = os.path.join(FIGURE_PATH,
'daily_usage_histograms'+FIGURE_SUFFIX)
if FIGURE_PRESET == 'daily usage histogram':
CHAN_IDS = [2,3,7,17,9,19,25,8,10,11,13,42,14,45,16]
TITLE_Y = 0.87
else:
CHAN_IDS = [2,3,7,25,10,42,14]
TITLE_Y = 0.8
elif FIGURE_PRESET == 'weekly usage histogram':
START_DATE = None # datetime.datetime(year=2013, month=3, day=1)
END_DATE = None # datetime.datetime(year=2013, month=3, day=1)
BIN_SIZE = 'D' # D (daily) or H (hourly) or T (minutely)
TIMESPAN = 'W' # D (daily) or W (weekly)
import setupPlottingForLaTeX as spfl
import os
ON_DURATION_THRESHOLD = 0.1 # hours
FIGURE_PATH = os.path.expanduser('~/Dropbox/MyWork/imperial/PhD/writing'
'/papers/tetc2013/figures/')
DATA_DIR = DD
# Load metoffice data
print("Opening metoffice data...")
weather = metoffice.open_daily_xls('/data/metoffice/Heathrow_DailyData.xls')
# Setup figure
spfl.setup(columns=2)
fig = plt.figure()
def correlate(chan_id, weather_variable, subplot_index, annotate_y):
# 25 = lighting circuit # (R^2 = 0.443)
# 8 = kitchen lights (R^2 = 0.194)
# 2 = boiler (versus radiation R^2 = 0.052,
# versus mean_temp R^2 = 0.298,
# versus max_temp R^2 = 0.432,
# versus min_temp R^2 = 0.212)
# 3 = solar (R^2 = 0.798)
# 12 = fridge vs min_temp R^2 = 0.255 (with on_power_threshold = 20)
print("Opening channel data...")
channel = Channel(DATA_DIR, chan_id)
'/posters/UKERCposter2013/')
else:
FIGURE_PATH = os.path.expanduser('~/Dropbox/MyWork/imperial/PhD/writing'
'/papers/tetc2013/figures/')
FIGURE_SUFFIX = '.pdf'
DATA_DIR = '/data/mine/vadeec/merged/house1'
if FIGURE_PRESET in [
'daily usage histogram', 'daily usage histogram for poster'
]:
START_DATE = None # datetime.datetime(year=2013, month=3, day=1)
END_DATE = None # datetime.datetime(year=2013, month=3, day=1)
BIN_SIZE = 'T' # D (daily) or H (hourly) or T (minutely)
TIMESPAN = 'D' # D (daily) or W (weekly)
spfl.setup(fig_height=8)
GRID = True
XTICKS_ON = False
LATEX_PDF_OUTPUT_FILENAME = os.path.join(
FIGURE_PATH, 'daily_usage_histograms' + FIGURE_SUFFIX)
if FIGURE_PRESET == 'daily usage histogram':
CHAN_IDS = [2, 3, 7, 17, 9, 19, 25, 8, 10, 11, 13, 42, 14, 45, 16]
TITLE_Y = 0.87
else:
CHAN_IDS = [2, 3, 7, 25, 10, 42, 14]
TITLE_Y = 0.8
elif FIGURE_PRESET == 'weekly usage histogram':
START_DATE = None # datetime.datetime(year=2013, month=3, day=1)
END_DATE = None # datetime.datetime(year=2013, month=3, day=1)
BIN_SIZE = 'D' # D (daily) or H (hourly) or T (minutely)
TIMESPAN = 'W' # D (daily) or W (weekly)
