Advances in the Electricity Markets
Data-Driven Analytics
by Sonal Gupta, Manoj Kumar Nallapaneni, Desen Kirli, Aristides Kiprakis, Vinay Kandpal
1st Edition
Publisher: Elsevier
Book Details
| Print ISBN | 9780443275845 |
| eText ISBN | 9780443275852 |
| Publisher | Elsevier |
| Publishing Year | 2026 |
| Edition | 1st Edition |
| Language | English |
| Pages | 344 |
Advances in the Electricity Markets: Data-Driven Analytics, 1st Edition, presents quantitative skills, modern technologies, and sustainable frameworks aimed at managing power markets. The volume establishes foundational methodologies for energy researchers, industry professionals, and graduate students in energy and electrical engineering.
The book examines analytical methods for renewable integration, power market analysis, and emission reduction predictions. Beyond foundational models, the text offers theoretical, policy, and managerial insights regarding Distributed Energy Resources, smart contracts, artificial intelligence, and machine learning applications.
Specific topical coverage includes peer-to-peer energy trading, system optimization techniques, and intelligent electricity systems. These technical components support advanced coursework and professional research in contemporary power systems.
Table of Contents
Chapter 1: Introduction to Electricity Markets
Chapter 2: Data-Driven Analytics in Energy Markets
Chapter 3: Data Collection Methods
Chapter 4: Data Quality and Management
Chapter 5: Load Forecasting
Chapter 6: Renewable Energy Forecasting
Chapter 7: Market Price Forecasting
Chapter 8: Demand Response and Dynamic Pricing
Chapter 9: Risk Assessment in Electricity Markets
Chapter 10: Optimization Techniques for Market Operations
Chapter 11: Market Design and Regulation
Chapter 12: Policy Implications of Data-Driven Analytics
Chapter 13: Case Studies in Data-Driven Market Operations
Chapter 14: Future Directions and Emerging Trends
Chapter 15: Summary and Future Perspectives Final thoughts and recommendations
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- Advances in the Electricity Markets, eBook by Sonal Gupta
- Perusall
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- Advances in the Electricity Markets - E-kirja (9780443275852)
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- Advances in the Electricity Markets by Sonal Gupta - The Nile
- Advances in the Electricity Markets by Aristides, PhD Kiprakis
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