Signal Equalizer

With

• yearly hourly timeseries

equalized_signal

• hat
  • base signal or base signal query
  • filter array (hourly, daily, monthly, yearly factors [-1;1]
  • filter boost series = base signal * filter
  • description?
  • normalize method
  • normalize for timeframe / filter > seems to be the same as regular normalize
  • hat repr
• entsteht durch * recalculates (controls) > no

tests

classDiagram
class utils{
    normalize(<timeseries>): <timeseries>
    full_load_hours(<timeseries>): <timeseries>
    mean(<timeseries>): <timeseries>
}

classDiagram
class Equalizer {
    <<timeseries>> base signal / base signal query
    <<timeseries>> filter boost series = base signal * filter
    dict<Filter> filter (hourly, daily, monthly, yearly factors [-1;1]
    <<timeseries>> filter boost series = base signal * filter
    __repr__(): <timeseries>
}

classDiagram
class NormalizedSignal {
    <<timeseries>>
    apply_filter(Filter): EqualizedSignal
}

classDiagram
class Filter {
    <<timeseries>>
    cat timeframe
}

new signal = equalized_signal(base_signal[s], hooks)

• base signal * applicable filters (default 1)

signal_partial =

• for each carrier
  • for each filter
    • multiply (scale)

store filters

• hour_of_the_day_weights for each carrier (daily)
• day_of_the_week? weights
• month of the year weights (Seasonal)

vizualize filters / partials

• normalized
• as stacked area/bar plot
  • base year factor
  • seasonal factor
  • weekday factor
  • hourly factor
• as carpetplots

visualize sts_signal

• with structured time series as sts:
  • for average, min, max daily sts signal
  • for average, min max yearly sts signal
• as carpetplot

visualize example_signal

• winter WD, WE, summer, WD, WE als nebeneinander lines dropdown?
  • sunny / cloudy
  • windy / calm
  • hot / cold

control filters

• slider for each anchorpoint
  • 12 * 2h, day of year slider
  • 7 * 1 day, 2 * holiday, month slider
  • 12 * Month
  • year

dashboard

• for each timeframe
  • visualize examples & filter partials
  • visualize controls