Book
SVM Methods for Optimal Management of a Virtual Power Plant
| العنوان: | SVM Methods for Optimal Management of a Virtual Power Plant |
|---|---|
| المؤلفون: | CRISOSTOMI, EMANUELE, TUCCI, MAURO, RAUGI, MARCO |
| المساهمون: | Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito, Crisostomi, Emanuele, Tucci, Mauro, Raugi, Marco |
| بيانات النشر: | Springer DEU Dordrecht |
| سنة النشر: | 2013 |
| المجموعة: | ARPI - Archivio della Ricerca dell'Università di Pisa |
| مصطلحات موضوعية: | optimal scheduling, Support Vector Machine method, Virtual Power Plants |
| الوصف: | The current electrical grid is undergoing a deep renovation that poses new problems in terms of technologies, communication and control. The increasing level of penetration of renewable energy is leading towards the concept of distributed energy production, and it is expected that Virtual Power Plants (VPPs) will play an important role in the future smart grid. The stochastic nature of the power flows in the VPP, caused by the fluctuating availability of renewables, by the users’ demand and by the energy market price, complicates the task of power balancing for the VPP. This paper proposes the use of simple learning mechanisms to support power scheduling decisions and to improve a correct supply of the connected loads. |
| نوع الوثيقة: | book part |
| وصف الملف: | STAMPA |
| اللغة: | English |
| Relation: | info:eu-repo/semantics/altIdentifier/isbn/978-3-642-35466-3; info:eu-repo/semantics/altIdentifier/isbn/9783642354670; ispartofbook:Neural Nets and Surroundings : 22nd Italian Workshop on Neural Nets, WIRN 2012, May 17-19, Vietri sul Mare, Salerno, Italy; volume:19; firstpage:271; lastpage:278; numberofpages:8; serie:SMART INNOVATION, SYSTEMS AND TECHNOLOGIES; alleditors:Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito; http://hdl.handle.net/11568/208330; info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84879291634; http://link.springer.com/book/10.1007/978-3-642-35467-0 |
| DOI: | 10.1007/978-3-642-35467-0_27 |
| DOI: | 10.1007/978-3-642-35467-0 |
| الاتاحة: | http://hdl.handle.net/11568/208330 https://doi.org/10.1007/978-3-642-35467-0_27 http://link.springer.com/book/10.1007/978-3-642-35467-0 |
| رقم الانضمام: | edsbas.8611926B |
| قاعدة البيانات: | BASE |
| DOI: | 10.1007/978-3-642-35467-0_27 |
|---|