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Menampilkan 1–3 dari 3 artikel
IoT-Based Home Electricity Monitoring and Consumption Forecasting using k-NN Regression for Efficient Energy Management
Angdresey, Apriandy
; Sitanayah, Lanny
; Rumpesak, Zefanya Marieke Philia
; Ooi, Jing-Quan
Journal of Computing Theories and Applications
Vol 3
, No 1
(2025)
Electricity has emerged as an essential requirement in modern life. As demand escalates, electricity costs rise, making wastefulness a drain on financial resources. Consequently, forecasting electricity usage can enhance our management of consumption. This study presents an IoT-based monitoring and forecasting system for electricity consumption. The system comprises two NodeMCU micro-controllers, a PZEM-004T sensor for collecting real-time power data, and three relays that regulate the current f...
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A Low-Cost Hydroponic Monitoring System with Internet of Things and Fuzzy Logic
Sitanayah, Lanny
; Joseph, Hizkia R.M.
; Sanger, Junaidy B.
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
The need for urban communities to consume vegetables is increasing. This has caused people to start cultivating vegetables using hydroponic techniques. However, due to their busy activities, they do not have enough time to monitor and control hydroponics, which must always be in ideal conditions. This paper designs and implements an Internet of Things-based monitoring system to help hydroponic owners monitor their hydroponics anywhere and anytime. The built system requires a monitoring device as...
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Sentiment Analysis for Political Debates on YouTube Comments using BERT Labeling, Random Oversampling, and Multinomial Naïve Bayes
Angdresey, Apriandy
; Sitanayah, Lanny
; Tangka, Ignatius Lucky Henokh
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
The 2024 Indonesian Presidential Election marked the fifth general election in the country, aimed at electing a new President and Vice President for the 2024–2029 term. Candidates competed to succeed the outgoing president, who had served two constitutional terms. A key aspect of this election was the candidate debates, where each candidate presented their vision, allowing the public to assess their policies. These debates were broadcast on platforms like YouTube, giving the public a space to co...
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