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Tag Archives: bearing failure

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February 26 2026
  • Predictive Maintenance, Failure Management, and Business Value

Predictive Maintenance in Energy Facilities: ROI Analysis

Predictive Maintenance in Energy Facilities: The Financial Impact of Unplanned Downtime in Hydroelectric Power Plants Introduction: Where Does the Real Cost of Unplanned Downtime Begin? In energy production facilities, maintenance costs are often evaluated solely in terms of labor and spare parts expenses. However, the true cost begins the moment production stops. Particularly in continuously [...] Read More
February 26 2026
  • Predictive Maintenance, Failure Management, and Business Value

Bearing Failure Detection through Vibration Analysis: Common Signals and Early Diagnosis Approaches in Hydroelectric Power Plant Equipment

Bearing Failure Detection through Vibration Analysis: Common Signals and Early Diagnosis Approaches in Hydroelectric Power Plant Equipment Introduction In hydroelectric power plants, turbine and generator bearings are critical components exposed to high loads and prolonged operating periods. Local defects in these bearings generate impulsive vibrations at each contact event. These impulses propagate through the dynamic [...] Read More

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  • Predictive Maintenance in Energy Facilities: ROI Analysis
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  • February 2026

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  • Energy Market & EPİAŞ Decision Support
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  • Critical Infrastructure Cybersecurity and Industrial Systems Security
  • Energy Market & EPİAŞ Decision Support
  • Predictive Maintenance and Fault Prevention
  • Predictive Maintenance, Failure Management, and Business Value
  • Production Forecast & Weather + Hydrological Data
  • SCADA, IoT and Data Architecture
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AI governance asset availability improvement bearing failure boundary protection in ICS condition monitoring energy risk management energy trading risk management EPİAŞ financial impact of unplanned downtime forecast monitoring hydraulic noise masking effect hydrological modeling hydropower generation forecasting hydropower plant maintenance management hydropower trading strategy Hydrowise Hydrowise Forecast ICS cybersecurity imbalance cost imbalance cost in power markets imbalance management Intraday Market ISO 55000 kurtogram method maintenance KPI tracking maintenance planning model uncertainty MTTR (mean time to repair) multi-HES portfolio optimization NIST SP 800-82 guidelines operational risk management OT security physical process modeling portfolio optimization Predictive Maintenance predictive maintenance integration production loss analysis rating curve SCADA protocols SCADA security System Marginal Price unplanned downtime cost vibration analysis weather impact on electricity prices Zero Trust
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