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Author

Adi Widiatmoko Wastumirad

2 papers indexed here

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Open access Sep 2026

Comparative Analysis of Random Forest, BiLSTM, and Isolation Forest for Rainfall Data Anomaly Detection to Support Automatic Rain Gauge (ARG) Performance Monitoring

Accuracy and reliability of rainfall data form an essential foundation for meteorological observation activities. However, the presence of missing values or unreasonable readings can degrade data quality, necessitating anomaly detection methods to support Automatic Rain Gauge (ARG) performance monitoring. This study ai...

R. Arista, Adi Widiatmoko Wastumirad, Marzuki Sinambela et al. · 0 citations
Open access Aug 2026

IoT-Based Automatic Environmental Monitoring and Network Device Electrical Protection System in a Server Room

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. · 0 citations

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