Principles of Load Forecasting in Google Sheets

提供方
Coursera Project Network
在此指导项目中,您将:

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
Intermediate中级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

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.

您要培养的技能

Resource PlanningEnergy DemandMachine LearningBusiness IntelligenceLoad Forecasting

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  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.

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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