We're sorry, but eCampus.com doesn't work properly without JavaScript.
Either your device does not support JavaScript or you do not have JavaScript enabled.
How to enable JavaScript in your browser.
Need help? Call 1-855-252-4222
Note: Supplemental materials are not guaranteed with Rental or Used book purchases.
Purchase Benefits
What is included with this book?
A comprehensive review of state-of-the-art approaches to power systems forecasting from the most respected names in the field, internationally
Advances in Electric Power and Energy Systems is the first book devoted exclusively to a subject of increasing urgency to power systems planning and operations. Written for practicing engineers, researchers, and post-grads concerned with power systems planning and forecasting, this book brings together contributions from many of the world’s foremost names in the field who address a range of critical issues, from forecasting power system load to power system pricing to post-storm service restoration times, river flow forecasting, and more.
In a time of ever-increasing energy demands, mounting concerns over the environmental impacts of power generation, and the emergence of new, smart-grid technologies, electricity price forecasting has assumed a prominent role within both the academic and industrial arenas. Short-run forecasting of electricity prices has become necessary for power generation unit schedule, since it is the basis of every maximization strategy. This book fills a gap in the literature on this increasingly important topic.
Following an introductory chapter offering background information necessary for a full understanding of the forecasting issues covered, this book:
Advances in Electric Power and Energy Systems is a valuable resource for practicing engineers, regulators, planners, and consultants working in or concerned with the electric power industry. It is also a must read for senior undergraduates, graduate students, and researchers involved in power system planning and operation.
Mohamed E. El-Hawary, PhD is Professor of Electrical and Computer Engineering at Dalhousie University. He is also the editor for the IEEE Press Power Engineering Series. His contributions to electrical engineering research, education, and industry cover more than forty years. His pioneering work in the economic operation of power systems and the application of computational intelligence techniques to power system operational problems has been cited in numerous textbooks and research monographs and more than 300 research articles. He has published multiple books with Wiley, including Principles of Electric Machines with Power Electronic Applications, 2nd Edition, and Introduction to Electrical Power Systems.
Preface and Acknowledgments vii
Contributors ix
1. Introduction 1Mohamed E. El-Hawary
2. Univariate Methods for Short-Term Load Forecasting 17James W. Taylor and Patrick E. McSharry
3. Application of theWeighted Nearest Neighbor Method to Power System Forecasting Problems 41Antonio Gomez-Exposito, Alicia Troncoso, Jesus M. Riquelme-Santos, Catalina Gomez-Quiles, Jose L. Martýnez-Ramos, and Jose C. Riquelme
4. Electricity Prices as a Stochastic Process 89Yunhe Hou, Chen-Ching Liu, and Harold Salazar
5. Short-Term Forecasting of Electricity Prices Using Mixed Models 153Carolina Garcýa-Martos, Julio Rodrýguez, and Marýa Jesus Sanchez
6. Electricity Price Forecasting Using Neural Networks and Similar Days 215Paras Mandal, Anurag K. Srivastava, Tomonobu Senjyu, and Michael Negnevitsky
7. Estimation of Post-Storm Restoration Times for Electric Power Distribution Systems 251Rachel A. Davidson, Haibin Liu, and Tatiyana V. Apanasovich
8. A Nonparametric Approach for River Flow Forecasting Based on Autonomous Neural Network Models 285Vitor Hugo Ferreira and Alexandre P. Alves da Silva
Index 297
The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.
The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.