Spatio-Temporal Data Analytics for Wind Energy Integration

Nonfiction, Science & Nature, Science, Physics, Energy, Computers, Database Management, Technology
Cover of the book Spatio-Temporal Data Analytics for Wind Energy Integration by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Lei Yang, Miao He, Junshan Zhang, Vijay Vittal ISBN: 9783319123196
Publisher: Springer International Publishing Publication: November 14, 2014
Imprint: Springer Language: English
Author: Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
ISBN: 9783319123196
Publisher: Springer International Publishing
Publication: November 14, 2014
Imprint: Springer
Language: English

This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are carefully examined. A spatio-temporal analysis approach enables the authors to develop Markov-chain-based short-term forecasts of wind farm power generation. To deal with the wind ramp dynamics, a support vector machine enhanced Markov model is introduced. The stochastic optimization of economic dispatch (ED) and interruptible load management are investigated as well. Spatio-Temporal Data Analytics for Wind Energy Integration is valuable for researchers and professionals working towards renewable energy integration. Advanced-level students studying electrical, computer and energy engineering should also find the content useful.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are carefully examined. A spatio-temporal analysis approach enables the authors to develop Markov-chain-based short-term forecasts of wind farm power generation. To deal with the wind ramp dynamics, a support vector machine enhanced Markov model is introduced. The stochastic optimization of economic dispatch (ED) and interruptible load management are investigated as well. Spatio-Temporal Data Analytics for Wind Energy Integration is valuable for researchers and professionals working towards renewable energy integration. Advanced-level students studying electrical, computer and energy engineering should also find the content useful.

More books from Springer International Publishing

Cover of the book Physiology for Engineers by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book The Management of Small Renal Masses by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book The Moral Imagination of Patricia Werhane: A Festschrift by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Tree Pollination Under Global Climate Change by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Leading Strategic Change in an Era of Healthcare Transformation by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Geometric Function Theory in Higher Dimension by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Antimicrobial Drug Resistance by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book CAD, 3D Modeling, Engineering Analysis, and Prototype Experimentation by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Endoscopy in Small Bowel Disorders by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book 9/11 in European Literature by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Kazhdan-Lusztig Cells with Unequal Parameters by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book From Logic to Practice by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book The Ancient Nasca World by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Entrepreneurship Centres by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
Cover of the book Type IV Secretion in Gram-Negative and Gram-Positive Bacteria by Lei Yang, Miao He, Junshan Zhang, Vijay Vittal
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy