Principles of Load Forecasting in Google Sheets

von
Coursera Project Network
In diesem angeleitetes Projekt werden Sie:

Identify use cases for forecasting energy trends with moving averages (MA).

Build two load forecasting models in Google Sheets.

Visualize the forecast output and test the load forecast models for accuracy.

Clock2 hours
IntermediateMittel
CloudKein Download erforderlich
VideoVideo auf geteiltem Bildschirm
Comment DotsEnglisch
LaptopNur Desktop

By the end of this project, you will understand the principles of load forecasting used by power companies to balance the supply and load demand of energy. You will also be able to conduct a load forecast in Google Sheets. To do this, you will work in the free-to-use software Google Sheets while exploring how load forecasting provides the building block for planning efforts decades into the future. You will also understand how load forecasting influences more than energy planning efforts because it also informs financial and operational planning and rate setting by governments through weather normalization techniques. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Kompetenzen, die Sie erwerben werden

Resource PlanningEnergy DemandMachine LearningBusiness IntelligenceLoad Forecasting

Schritt für Schritt lernen

In einem Video, das auf einer Hälfte Ihres Arbeitsbereichs abgespielt wird, führt Sie Ihr Dozent durch diese Schritte:

  1. Review how forecasting supports decision-making and access Google Sheets.

  2. Identify use cases for forecasting energy trends and import data into Google Sheets.

  3. Create two load forecasting models in Google Sheets.

  4. Create and visualize the load forecast output and test the models for accuracy.

  5. Evaluate the test statistics and choose the winning model.

Ablauf angeleiteter Projekte

Ihr Arbeitsbereich ist ein Cloud-Desktop direkt in Ihrem Browser, kein Download erforderlich

Ihr Dozent leitet Sie in einem Video mit geteiltem Bildschirm Schritt für Schritt an.

Häufig gestellte Fragen

Häufig gestellte Fragen

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