Collaborative Optimization of Resident Load Based on Cloud-edge-terminal

This paper proposes a collaborative optimization method based on cloud edge terminal, and establishes a residential edge load coordination optimization technology architecture based on cloud edge terminal, and designs a load collaborative optimization algorithm based on cloud edge terminal. The architecture includes a power and demand interaction platform (cloud), a home smart energy gateway (edge) and a range of smart home appliances and energy storage devices (terminals). The results show that the proposed method has a good optimization effect on energy economy and stability.

[1]  Christos V. Verikoukis,et al.  Intra Smart Grid Management Frameworks for Control and Energy Saving in Buildings , 2015, IDCS.

[2]  Tang Jianhang,et al.  Joint optimization of data placement and scheduling for improving user experience in edge computing , 2019, J. Parallel Distributed Comput..

[3]  André Bardow,et al.  Optimization-based identification and quantification of demand-side management potential for distributed energy supply systems , 2017 .

[4]  Jaeseok Choi,et al.  DSM Considered Probabilistic Reliability Evaluation and an Information System for Power Systems Including Wind Turbine Generators , 2013, IEEE Transactions on Smart Grid.

[5]  Chen-Ching Liu,et al.  Cyber security of a power grid: State-of-the-art , 2018, International Journal of Electrical Power & Energy Systems.

[6]  Kemal Akkaya,et al.  Privacy-preserving protocols for secure and reliable data aggregation in IoT-enabled Smart Metering systems , 2018, Future Gener. Comput. Syst..

[7]  Maria Fazio,et al.  An approach for the secure management of hybrid cloud-edge environments , 2019, Future Gener. Comput. Syst..

[8]  Ali Kashif Bashir,et al.  An Aggregate MapReduce Data Block Placement Strategy for Wireless IoT Edge Nodes in Smart Grid , 2018, Wirel. Pers. Commun..

[9]  C. Fitzpatrick,et al.  Demand side management of electric car charging: Benefits for consumer and grid , 2012 .

[10]  C. Fitzpatrick,et al.  Demand side management of industrial electricity consumption: Promoting the use of renewable energy through real-time pricing , 2014 .