A study on forecasting electricity production and consumption in smart cities and factories

作者:

Highlights:

• A method for forecasting energy demand and production is proposed.

• Predictions contribute to balance and smoothen the electricity intake from the power grid.

• Complexity is kept at a level compatible with implementation in hardware.

• Experimental evaluation is performed on data recorded on a real energy-management system.

摘要

•A method for forecasting energy demand and production is proposed.•Predictions contribute to balance and smoothen the electricity intake from the power grid.•Complexity is kept at a level compatible with implementation in hardware.•Experimental evaluation is performed on data recorded on a real energy-management system.

论文关键词:Electricity prediction,Markov chains,Photovoltaics,Energy storage,Energy management system

论文评审过程:Received 28 October 2018, Revised 6 December 2018, Accepted 7 January 2019, Available online 15 January 2019, Version of Record 11 October 2019.

论文官网地址:https://doi.org/10.1016/j.ijinfomgt.2019.01.006