Prototype and monitoring system of phasor measurement unit based on the internet of things
نویسندگان
چکیده
This research resulting the method to reduce phasor measurement unit (PMU) amount and optimization of PMU replacement using a combination Integer linear k-means. The first step modeling is lot PMUs that are optimized at Bendul Merisi network integer k-means clustering for achieving an optimum solution be installed. second estimating uninstalled bus's power voltage. modified adaptive neuro-fuzzy inference system (ANFIS) hybrid particle swarm (PSO)-genetic algorithm (GA). third test simulate hardware design offline online data. Research also tested transmission Java–Bali 500 kV. Designed simulation can calculate active reactive each bus in clusters so total cluster known. Device tests transmit data internet things (IoT) from laboratory scale during 7 days have average 2.8 seconds while field required 10.416 24 hours.
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ژورنال
عنوان ژورنال: Indonesian Journal of Electrical Engineering and Computer Science
سال: 2023
ISSN: ['2502-4752', '2502-4760']
DOI: https://doi.org/10.11591/ijeecs.v30.i1.pp14-23