A MOPSO method for Direct Load Control in Smart Grid
作者:
Highlights:
• We model electricity demand of a city in a complex way including appliances and users.
• We propose a scalable real time method for managing the demand.
• We implement this method using a multi-objective criteria optimisation algorithm.
• A solution for managing loads is found within the time requirements.
• Demand can be reduced up to 20% by controlling three types of appliances.
摘要
•We model electricity demand of a city in a complex way including appliances and users.•We propose a scalable real time method for managing the demand.•We implement this method using a multi-objective criteria optimisation algorithm.•A solution for managing loads is found within the time requirements.•Demand can be reduced up to 20% by controlling three types of appliances.
论文关键词:Agent based model,Demand Side Management,Complex system,Smart Grid,Optimisation,Particle Swarm Optimisation
论文评审过程:Available online 1 June 2015, Version of Record 17 June 2015.
论文官网地址:https://doi.org/10.1016/j.eswa.2015.05.056