Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28...

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Weather, Power & Market Forecasts with Gra fa. na

Transcript of Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28...

Page 1: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1

Weather, Power & Market Forecasts with Gra fa. na

Page 2: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1

Who we are

Max von Roden Robin Girmes Steffen Knott

Page 3: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1

system overviewinput files

gridded, spatial weather data

measurements

backend system

output files

timeseries e.g. asCSV, XML, JSON

Page 4: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1

system overviewinput files

gridded, spatial weather data

measurements

backend system

output files

timeseries e.g. asCSV, XML, JSON

Grafana

&

InfluxDB

Page 5: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1
Page 6: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1

before Grafana

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so many time series…Measurement Forecast

example load of 1 cpu core temperature of 1 location

time series length (very) long rather short

time series resolution high low

# time series added per day for this example 0 24

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weather impact on energy business

Page 9: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1
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Page 12: Weather, Power & Market Forecasts with Gra fa. na€¦ · Temperature Forecast Current Models 2/28 Power Demand Anomaly GFS ENS 10.4 GW 17.6 GW 21.2 GW 20.3 GW 10.1 GW 14 GW -383.1
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www.energyweather.com

Weather, Power & Market Forecasts with Gra fa. na