Development of intelligent smart energy monitoring systems for renewable energy source using Proteus‑8 environment and validated with experimentation

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dc.contributor.authorRao, Challa Krishna
dc.contributor.authorSahoo, Sarat Kumar
dc.contributor.authorYanine, Fernando
dc.coverage.spatialUnited States
dc.date.accessioned2025-06-17T16:49:11Z
dc.date.available2025-06-17T16:49:11Z
dc.date.issued2025-04-22
dc.description.abstractCustomers of energy, both in residential and commercial structures, are now more interested in lowering their energy usage as an effect of the feed-in tariffs for renewable resources and the recent rise in electricity rates. The central control system and smart power Plug proposed in this study use the XBee communication protocol to manage energy use. Smart energy management systems are used to measure and optimize power use at the consumer premises level. The design and development of wireless smart Plugs that can assess several power characteristics and gather data on the real-time power use of individual consumer appliances is the main goal of this paper. An XBee transmitter and receiver node aids in the formation of the Consumer Area Network, which is created by the SEMS setup. The central node’s real-time data collection allows for the scheduling and prioritization of the appliances. Consumer appliance datasets may be created using the SEMS setup, and additional datasets can be utilized for load disaggregation. The configuration of the system allows for wireless data transfer from smart outlets to a central controller. The connected devices to the smart Plug are then turned on or off by the system using control instructions generated by the data analysis. According to test findings, the suggested smart Plug can assess the power consumption of wirelessly connected devices up to 18 meters away with accuracy and without compromising data. Based on a planned user program code, the central controller is capable of successfully controlling several Plugs. The proposed Smart Energy Management algorithm demonstrates that using smart Plugs as load controllers results in a decrease in energy consumption of 0.811 kW min (0.0134 kWh) with the right scheduling algorithm, the suggested smart Plug technology may, therefore, be used to its full potential in a smart energy management system. The data’s findings show how much better the proposed approach is than the standard ones in use now.
dc.identifier.citationJournal of Electrical Systems and Information Technology, Vol.12, N°12 (2025) p. 1-21.
dc.identifier.doihttps://doi.org/10.1186/s43067-025-00202-3
dc.identifier.issn2314-7172
dc.identifier.orcidhttps://orcid.org/0000-0003-1086-0840
dc.identifier.urihttps://hdl.handle.net/20.500.12254/4148
dc.language.isoen
dc.publisherSpringer Nature
dc.rightsAtribución-NoComercial-CompartirIgual 3.0 Chile (CC BY-NC-SA 3.0 CL)
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/cl/
dc.subjectIntelligent smart energy management system
dc.subjectSmart meter
dc.subjectSmart Plug
dc.subjectZigBee
dc.subjectMonitoring system
dc.subjectInternet of things
dc.subjectRenewable energy
dc.titleDevelopment of intelligent smart energy monitoring systems for renewable energy source using Proteus‑8 environment and validated with experimentation
dc.typeArticle
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