Energy management big data in power load forecasting / Valentin A. Boicea.
| Author/creator | Boicea, Valentin A. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton, FL : CRC Press, 2021. |
| Description | 1 online resource (1 volume) : illustrations (black and white) |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Abstract | 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. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Biographical note | Adrian-Valentin Boicea, a former PhD student at Politecnico di Torino, Italy, received the BS in electrical engineering and electrical power systems from the University Politehnica of Bucharest (UPB), Romania. Currently, he is a Lecturer within the Department of Electrical Power Systems at the UPB. His research interests include the distributed generation systems, energy efficiency, renewable sources, the operational research algorithms used in power engineering, as well as Big Data analysis applied in the energy sector. |
| Source of description | Print version record. |
| Issued in other form | Print version: BOICEA, VALENTIN A. ENERGY MANAGEMENT. [Place of publication not identified] : CRC PRESS, 2021 0367706164 |
| Genre/form | Electronic books. |
| LCCN | 2021762291 |
| ISBN | 9781000437683 (electronic bk.) |
| ISBN | 100043768X (electronic bk.) |
| ISBN | 9781003147213 (electronic bk.) |
| ISBN | 1003147216 (electronic bk.) |
| ISBN | 9781000437812 (electronic bk. ; EPUB) |
| ISBN | 1000437817 (electronic bk. ; EPUB) |
| Standard identifier# | 10.1201/9781003147213 |
| Stock number | 9781003147213 Taylor & Francis |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |