Multi-Objective Optimized Aggregation of Demand Side Resources Based on a Self-organizing Map Clustering Algorithm Considering a Multi-Scenario Technique

Multi-Objective Optimized Aggregation of Demand Side Resources Based on a Self-organizing Map Clustering Algorithm Considering a Multi-Scenario Technique

To fully investigate the characteristics and the complementarities of demand side resources (DSRs), and to achieve efficient utilization of resources, the aggregation of DSRs is studied in this paper. Considering the uncertainty of DSRs, the characteristics analysis and the selection of relevant dai...

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Bibliographic Details
Main Authors: Yajing Gao, Yanping Sun, Xiaodan Wang, Feifan Chen, Ali Ehsan, Hongmei Li, Hong Li
Format: Article
Language:English
Published: MDPI AG 2017-12-01
Series:Energies
Subjects:
demand side resource (DSR)
self-organizing map (SOM)
scenario partition
resource aggregation (RA)
multi-objective optimization
Online Access:https://www.mdpi.com/1996-1073/10/12/2144

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