JOURNAL ARTICLE

Internet of Things based Demand Side Energy Management System using Non-Intrusive Load Monitoring

Gautam A. RaikerB. Subba ReddyL. UmanandShubham AgrawalAnchal Singh ThakurK AshwinJohn P. BartonMurray Thomson

Year: 2020 Journal:   2020 IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020) Pages: 1-5

Abstract

Demand Side Energy Management Programs have mainly focused upon Demand Response Methods in which consumer is given incentive to reduce their consumption based on Dynamic Pricing Signals. In such a scenario the user is subjected to high pricing at certain times of Peak Load conditions. Prepaid Meters are being implemented to reduce distribution losses and energy theft. To complement such techniques the user must be given enough feedback of how he/she is consuming power by appliance level breakdown of energy usage. This research paper introduces such a system in which the user can both monitor and control his loads through a single platform. The system uses concepts of Internet of Things (IoT) and Cloud Database to make the Demand Side Energy Management platform intuitive and user friendly. Non Intrusive Load Management (NILM) is used for Load Dis-aggregation rather than employing sensors on each Power Socket Outlet. The Data of the Disaggregated Loads is stored on the Google Firebase Realtime Database to allow for ease of access from a Smart Phone or the Web. Also the users have the feature of Load Control from the same platform, completing the loop for enabling of Load Energy Management.

Keywords:
Computer science Load management Energy management Dynamic pricing Cloud computing Load balancing (electrical power) Energy consumption Demand response The Internet Incentive Energy management system Database Real-time computing Electricity Energy (signal processing) Operating system Engineering Electrical engineering

Metrics

21
Cited By
6.09
FWCI (Field Weighted Citation Impact)
22
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Smart Grid Energy Management
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Green IT and Sustainability
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Smart Grid Security and Resilience
Physical Sciences →  Engineering →  Control and Systems Engineering
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