Optimizing residential energy management using an autonomous scheduler system
作者：
Highlights：
• Home energy system proposed using L-BFGS-B and ToU to optimize appliance scheduling.
• Energy allocation resources coordinated by proposed SCL embedded in smart meter.
• SCL guarantees automation of the proposed SHEMS and prevents human intervention.
• Simulation using real electric load data on residential prosumers with PV systems.
• Clustered 267 customers based on their energy lifestyles.
摘要
•Home energy system proposed using L-BFGS-B and ToU to optimize appliance scheduling.•Energy allocation resources coordinated by proposed SCL embedded in smart meter.•SCL guarantees automation of the proposed SHEMS and prevents human intervention.•Simulation using real electric load data on residential prosumers with PV systems.•Clustered 267 customers based on their energy lifestyles.
论文关键词：Appliance scheduling,Demand response,Energy management,L-BFGS-B,ToU pricing
论文评审过程：Received 30 July 2017, Revised 20 October 2017, Accepted 3 December 2017, Available online 12 December 2017, Version of Record 22 December 2017.
论文官网地址：https://doi.org/10.1016/j.eswa.2017.12.017
