Optimization Book: Optimization Models in Electricity Markets

An analysis of optimization models that are routinely used in electricity market operations

Optimization Models in Electricity Markets

Comprehensive Coverage of Electricity Market Fundamentals

This book provides a thorough introduction to the structure and operation of electricity markets, covering essential topics such as power system and market operations, transmission, unit commitment, demand response, and risk management.

Practical and Coding-Based Learning

With over 140 real-world-inspired examples and 100 coding-based exercises, the book bridges the gap between theoretical concepts and practical applications. Selected solutions are included to reinforce learning.

Industry-Relevant Mathematical Programming

Readers will learn how to implement mathematical programming models in real industry settings, making this resource valuable for those looking to apply optimization techniques in electricity market design.

Designed for Students and Professionals

Accessible to those with no prior experience in power systems or energy economics, this book is perfect for senior undergraduates, graduate students, and professionals in utilities, energy policy, and regulation. Additional online resources—datasets, AMPL code, videos, and instructor materials—enhance its utility.

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Chapter 1: Introduction

Overview of electricity market structures, operations, and key topics like optimization and market design, setting the foundation for the book.

Chapter 2: Mathematical Background

Introduction to essential mathematical concepts like linear algebra and optimization techniques used in electricity markets.

Chapter 5: The Transmission Network

Explores power system operations, including load forecasting, generation scheduling, and maintaining grid stability.

Chapter 6: Ancillary Services

Explores ancillary services in electricity markets, including frequency regulation, voltage control, and reserves, essential for grid stability and efficient operations.

Chapter 7: Unit Commitment

Covers principles of electricity market structures, pricing mechanisms, and regulatory frameworks for fair competition.

Chapter 9: Risk Management

Examines power transmission systems, including constraints, congestion management, and their role in market efficiency.

Chapter 11: Generation Capacity Expansion

Discusses generator scheduling, forecasting, and economic considerations for efficient power system operations.

Appendix B: The Direct Current Power Flow

Explains strategies for adjusting electricity use based on market signals to enhance grid stability and efficiency.

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Optimization Models in Electricity Markets