| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
621.042 |
| 書名/作者: |
Energy management : big data in power load forecasting // Valentin A. Boicea. |
| 作者: |
Boicea, Valentin A. |
| 出版者: |
Boca Raton, FL : : CRC Press,, 2021. |
| 面頁冊數: |
1 online resource (1 v.) : : ill. |
| 標題: |
Power resources - Management. |
| 標題: |
Power resources - Forecasting. |
| 標題: |
Big data. |
| ISBN: |
9781003147213 |
| ISBN: |
1003147216 |
| ISBN: |
9781000437683 |
| ISBN: |
100043768X |
| ISBN: |
9781000437812 |
| ISBN: |
1000437817 |
| 書目註: |
Includes bibliographical references and index. |
| 摘要、提要註: |
This book introduces the principle of carrying out a medium-term load forecast (MTLF) at power system level, based on the Big Data concept and Convolutionary Neural Network (CNNs). It also presents further research directions in the field of Deep Learning techniques and Big Data, as well as how these two concepts are used in power engineering. Efficient processing and accuracy of Big Data in the load forecast in power engineering leads to a significant improvement in the consumption pattern of the client and, implicitly, a better consumer awareness. At the same time, new energy services and new lines of business can be developed. The book will be of interest to electrical engineers, power engineers, and energy services professionals. |
| 電子資源: |
https://www.taylorfrancis.com/books/9781003147213 |