Valve-Regulated Lead-Acid (VRLA) batteries serve as an essential backup power source for BMKG Automatic Weather Stations (AWS) in remote locations, making real-time condition monitoring a critical instrumentation need. This study designs, implements, and evaluates an integrated ESP32-based instrumentation system for re...
M. S. I. Syah, Benyamin H. R., Adi Widiatmoko Wastumirad et al.· Internet of Things and Artif...· 0 citations
This study aims to evaluate and compare the performance of the Random Forest, Bidirectional Long Short-Term Memory (BiLSTM), and Isolation Forest algorithms in detecting anomalies in rainfall data, as well as to implement these methods in a web-based monitoring system.
R. Arista, Adi Widiatmoko Wastumirad, Marzuki Sinambela et al.· Micronic: Journal of Multid...· 0 citations
An ESP32 integrated with BME280, KY-026, and ZMPT101B sensors that applies a two-level threshold structure—warning and critical—to trigger notifications as well as automatic power disconnection via relays is designed and implemented.
Rizaldi Wisnu Wardana, Adi Widiatmoko Wastumirad, Benyamin Heryanto Rusanto et al.· Internet of Things and Artif...· 0 citations
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