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Machine Learning and Data Science in the Power Generation Industry

Machine Learning and Data Science in the Power Generation Industry

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ISBN: 9780128197424
Published: 2021
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9.25×7.5

Description

<i>Machine Learning and Data Science in the Power Generation Industry</i> 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.

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