A Collaborative Approach to Demand Side Energy Management

被引:0
|
作者
Adu-Kankam, Kankam O. [1 ,2 ,3 ]
Camarinha-Matos, Luis M. [1 ,2 ]
机构
[1] Nova Univ Lisbon, Fac Sci & Technol, Campus Caparica, P-2829516 Monte De Caparica, Portugal
[2] Nova Univ Lisbon, UNINOVA CTS, Campus Caparica, P-2829516 Monte De Caparica, Portugal
[3] Univ Energy & Nat Resources UENR, Sch Engn, POB 214, Sunyani, Ghana
关键词
Collaborative Networks; Virtual power pants; Incentivization; Goal setting; Demand Side Management; MODEL; CONSERVATION; FEEDBACK;
D O I
10.1007/978-3-030-62412-5_32
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Integrating the idea of collaborations into the energy domain appears a promising feat, although, relatively contemporary and uncommon. In this study, we implement a Demand Side Management strategy using the concept of Collaborative Virtual Power Plant Ecosystem as a digital representation of an Energy Community. The community uses a sharing platform to share experience, technical and professional knowledge, facilitating members ambition to change their energy use behaviours. Members of the community are represented as software agents. Behaviours in the adopted model are arranged in a framework of tasks and goals for agents to accomplish. Agents join the ecosystem under deterministic and stochastic conditions. A multi-method modelling approach is used. This study revealed that through collaboration, agents are able to accomplish set tasks faster, thus reducing their chances of frustration and subsequent exit from the ecosystem. This approach helps to influence member's behaviour and increases membership fluidity, facilitating community stability and sustainability.
引用
收藏
页码:393 / 405
页数:13
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