Laibamazhersardar·Oct 11PhaseGuard: What Three-Phase Fault Detection Taught Me About Machine LearningComparing raw measurements, squared features, and kernel SVMs — and bringing the results into a working browser demo.
Jecer Ben Hammouda·Nov 5, 2025Beyond Smart Control: How TinyML on an ESP32 Can Predict Valve FailuresIntegrating Edge AI for predictive maintenance with acoustic and vibration sensors
InAWS TipbyMaximilian Oliver·Aug 16, 2025Designing Resilient Systems with AWS Fault Injection SimulatorDesigning Resilient Systems with AWS Fault Injection Simulator: My Journey to Building Chaos-Proof Architectures.
Avleen Kaur·Apr 23, 20253 Costly Misconceptions I Keep Hearing About Data CommissioningWhat facilities teams still get wrong about data, dashboards, and FDD — and how to close the gap between insight and action.
ShivRam Sreenivasan·Dec 3, 2024Deep Learning for Industrial Fault Diagnosis: Mastering Multi-Component Fault DetectionAbout the author: As a Lead Engineer in Monitoring & Diagnostics at GE Vernova, I blend industrial expertise with data science in ways that…
InElipsabyJeff Kimmel·Jun 24, 2024Avoiding the Perceived Obstacles of Fault Detection and DiagnosticsImplementing Fault Detection and Diagnostics (FDD) in your buildings can help reduce energy consumption and cut utility bills. In addition…
InElipsabyJeff Kimmel·Jun 18, 2024ASHRAE 36 Fault Detection Made SimplePretty much everyone we talk to in the building space knows ASHRAE 36, the guidelines for High-Performance of Operations for HVAC Systems.
InThe AI EducatorbySalman Ibne Eunus·May 14, 2024Railway Fault Detection Using LSTM Based Deep Neural NetworksSince 1862, railways have been a vital part of Southeast Asia, providing a cost-effective, safe, and convenient mode of transport for…
Virtual Facility·Feb 5, 2024Optimizing Facility Management: The Synergy of BAS Alarms and FDD Systems for Operational…“Operations and Maintenance teams need to stop being reactive and start being proactive” — said many a Facility Management professional.
