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.
- ISBN:
- 9780128197424
- 9780128197424
-
Category:
- Power generation & distribution
- Format:
- Paperback
- Publication Date:
-
25-01-2021
- Language:
- English
- Publisher:
- Elsevier
- Country of origin:
- United States
- Dimensions (mm):
- 234.95x190.5mm
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