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