- Titulinis
- Dalykinė ir mokslinė literatūra
- Technologijos mokslai
- Energetika ir termoinžinerija
- Machine Learning and Data Science in the Power Generation Industry
Machine Learning and Data Science in the Power Generation Industry
ISBN: 9780128197424
Leidimo metai: 2021
Leidėjas: Elsevier
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9.25×7.5
Leidimo metai: 2021
Leidėjas: Elsevier
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9.25×7.5
Aprašymas
<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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