Machine Learning and Data Science in the Power Generation Industry explores current best practices and quantifies the value-add in developing data-oriented computational programs in the power industry, with a particular focus on thoughtfully chosen real-world case studies. It provides a set of realistic pathways for organizations seeking to develop machine learning methods, with a discussion on data selection and curation as well as organizational implementation in terms of staffing and continuing operationalization. It articulates a body of case study-driven best practices, including renewable energy sources, the smart grid, and the finances around spot markets, and forecasting.
- ISBN13 9780128197424
- Publish Date 18 January 2021
- Publish Status Active
- Publish Country US
- Imprint Elsevier Science Publishing Co Inc
- Format Paperback
- Pages 274
- Language English