Mohamed E. El-Hawary
Advances in Electric Power and Energy Systems
Load and Price Forecasting
Herausgeber: El-Hawary, Mohamed E
Mohamed E. El-Hawary
Advances in Electric Power and Energy Systems
Load and Price Forecasting
Herausgeber: El-Hawary, Mohamed E
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This book fills a void in the field of power systems, as an invaluable compendium for researchers, practitioners, as well as graduate students. It covers everything from load and price forecasting, to post-storm service restoration times. It also introduces advanced methods of time series forecasting, as well as neural networks.
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This book fills a void in the field of power systems, as an invaluable compendium for researchers, practitioners, as well as graduate students. It covers everything from load and price forecasting, to post-storm service restoration times. It also introduces advanced methods of time series forecasting, as well as neural networks.
Produktdetails
- Produktdetails
- IEEE Press Series on Power Engineering
- Verlag: Wiley & Sons
- 1. Auflage
- Seitenzahl: 328
- Erscheinungstermin: 12. Juli 2017
- Englisch
- Abmessung: 236mm x 157mm x 23mm
- Gewicht: 567g
- ISBN-13: 9781118171349
- ISBN-10: 1118171349
- Artikelnr.: 42779890
- IEEE Press Series on Power Engineering
- Verlag: Wiley & Sons
- 1. Auflage
- Seitenzahl: 328
- Erscheinungstermin: 12. Juli 2017
- Englisch
- Abmessung: 236mm x 157mm x 23mm
- Gewicht: 567g
- ISBN-13: 9781118171349
- ISBN-10: 1118171349
- Artikelnr.: 42779890
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 1 Mohamed
E. El-Hawary 2. Univariate Methods for Short-Term Load Forecasting 17 James
W. Taylor and Patrick E. McSharry 3. Application of theWeighted Nearest
Neighbor Method to Power System Forecasting Problems 41 Antonio
Gomez-Exposito, Alicia Troncoso, Jesus M. Riquelme-Santos, Catalina
Gomez-Quiles, Jose L. Mart?nez-Ramos, and Jose C. Riquelme 4. Electricity
Prices as a Stochastic Process 89 Yunhe Hou, Chen-Ching Liu, and Harold
Salazar 5. Short-Term Forecasting of Electricity Prices Using Mixed Models
153 Carolina Garc?a-Martos, Julio Rodr?guez, and Mar?a Jesus Sanchez 6.
Electricity Price Forecasting Using Neural Networks and Similar Days 215
Paras Mandal, Anurag K. Srivastava, Tomonobu Senjyu, and Michael
Negnevitsky 7. Estimation of Post-Storm Restoration Times for Electric
Power Distribution Systems 251 Rachel A. Davidson, Haibin Liu, and Tatiyana
V. Apanasovich 8. A Nonparametric Approach for River Flow Forecasting Based
on Autonomous Neural Network Models 285 Vitor Hugo Ferreira and Alexandre
P. Alves da Silva Index 297
E. El-Hawary 2. Univariate Methods for Short-Term Load Forecasting 17 James
W. Taylor and Patrick E. McSharry 3. Application of theWeighted Nearest
Neighbor Method to Power System Forecasting Problems 41 Antonio
Gomez-Exposito, Alicia Troncoso, Jesus M. Riquelme-Santos, Catalina
Gomez-Quiles, Jose L. Mart?nez-Ramos, and Jose C. Riquelme 4. Electricity
Prices as a Stochastic Process 89 Yunhe Hou, Chen-Ching Liu, and Harold
Salazar 5. Short-Term Forecasting of Electricity Prices Using Mixed Models
153 Carolina Garc?a-Martos, Julio Rodr?guez, and Mar?a Jesus Sanchez 6.
Electricity Price Forecasting Using Neural Networks and Similar Days 215
Paras Mandal, Anurag K. Srivastava, Tomonobu Senjyu, and Michael
Negnevitsky 7. Estimation of Post-Storm Restoration Times for Electric
Power Distribution Systems 251 Rachel A. Davidson, Haibin Liu, and Tatiyana
V. Apanasovich 8. A Nonparametric Approach for River Flow Forecasting Based
on Autonomous Neural Network Models 285 Vitor Hugo Ferreira and Alexandre
P. Alves da Silva Index 297
Preface and Acknowledgments vii Contributors ix 1. Introduction 1 Mohamed
E. El-Hawary 2. Univariate Methods for Short-Term Load Forecasting 17 James
W. Taylor and Patrick E. McSharry 3. Application of theWeighted Nearest
Neighbor Method to Power System Forecasting Problems 41 Antonio
Gomez-Exposito, Alicia Troncoso, Jesus M. Riquelme-Santos, Catalina
Gomez-Quiles, Jose L. Mart?nez-Ramos, and Jose C. Riquelme 4. Electricity
Prices as a Stochastic Process 89 Yunhe Hou, Chen-Ching Liu, and Harold
Salazar 5. Short-Term Forecasting of Electricity Prices Using Mixed Models
153 Carolina Garc?a-Martos, Julio Rodr?guez, and Mar?a Jesus Sanchez 6.
Electricity Price Forecasting Using Neural Networks and Similar Days 215
Paras Mandal, Anurag K. Srivastava, Tomonobu Senjyu, and Michael
Negnevitsky 7. Estimation of Post-Storm Restoration Times for Electric
Power Distribution Systems 251 Rachel A. Davidson, Haibin Liu, and Tatiyana
V. Apanasovich 8. A Nonparametric Approach for River Flow Forecasting Based
on Autonomous Neural Network Models 285 Vitor Hugo Ferreira and Alexandre
P. Alves da Silva Index 297
E. El-Hawary 2. Univariate Methods for Short-Term Load Forecasting 17 James
W. Taylor and Patrick E. McSharry 3. Application of theWeighted Nearest
Neighbor Method to Power System Forecasting Problems 41 Antonio
Gomez-Exposito, Alicia Troncoso, Jesus M. Riquelme-Santos, Catalina
Gomez-Quiles, Jose L. Mart?nez-Ramos, and Jose C. Riquelme 4. Electricity
Prices as a Stochastic Process 89 Yunhe Hou, Chen-Ching Liu, and Harold
Salazar 5. Short-Term Forecasting of Electricity Prices Using Mixed Models
153 Carolina Garc?a-Martos, Julio Rodr?guez, and Mar?a Jesus Sanchez 6.
Electricity Price Forecasting Using Neural Networks and Similar Days 215
Paras Mandal, Anurag K. Srivastava, Tomonobu Senjyu, and Michael
Negnevitsky 7. Estimation of Post-Storm Restoration Times for Electric
Power Distribution Systems 251 Rachel A. Davidson, Haibin Liu, and Tatiyana
V. Apanasovich 8. A Nonparametric Approach for River Flow Forecasting Based
on Autonomous Neural Network Models 285 Vitor Hugo Ferreira and Alexandre
P. Alves da Silva Index 297