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All posts by Ihsan Yoruk

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February 26 2026
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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
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Failure Kanban Approach: SLA-Based Standardization of Maintenance Workflow in Energy Facilities

Failure Kanban Approach: SLA-Based Standardization of Maintenance Workflow in Energy Facilities Introduction: Uncontrolled Workload in Field Operations Failures in energy facilities are inevitable; however, the way they are managed is often not systematic. In many sites, work orders are communicated through multiple channels: SCADA alarms, operator notifications, phone calls, or emails. This situation reduces the [...] Read More
February 26 2026
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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
February 26 2026
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Maintenance Planning: An Integrated Operations Approach through Spare Parts Inventory, Work Orders, and Schedule Integration

Maintenance Planning: An Integrated Operations Approach through Spare Parts Inventory, Work Orders, and Schedule Integration Introduction: Why Maintenance Planning Is Not Just a Scheduling Issue When maintenance is delayed in an energy facility, the consequences are not only technical; they also generate operational and economic impacts. Particularly in production-oriented facilities, unplanned downtime leads directly to [...] Read More
February 26 2026
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Cybersecurity and Access Control: Critical Risks in SCADA and Energy Systems

Cybersecurity and Access Control: Critical Risks in SCADA and Energy Systems Introduction With digitalization, energy facilities are no longer composed solely of physical equipment. While SCADA systems, remote access infrastructures, cloud integrations, and data analytics platforms improve operational efficiency, they also expand the attack surface. Industrial Control Systems (ICS), traditionally designed as isolated environments, are [...] Read More

Recent Posts

  • GÖP / GİP / DGP: How Should a HES Operator Position Across Markets?
  • Why Is PTF Forecasting So Hard? Weather, Outages, Grid Constraints, and Demand Uncertainty A Data-Driven View for Hydropower Operators
  • Predictive Maintenance in Energy Facilities: ROI Analysis
  • SCADA Security in Critical Infrastructure
  • Ransomware and APT Threats Targeting Industrial Control Systems (ICS)

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AI governance asset availability improvement bearing failure condition based maintenance condition monitoring deviation management early fault detection energy risk management energy trading risk management EPİAŞ failure management in power generation forecast monitoring grid constraints hydrological model hydrological modeling hydropower generation forecasting hydropower portfolio management Hydrowise Hydrowise AI Hydrowise Forecast IAM in industrial systems ICS cybersecurity imbalance cost imbalance cost in power markets imbalance management integrated water and market planning ISO 55000 kurtogram method maintenance KPI tracking model drift model uncertainty NIST SP 800-82 guidelines operational risk management OT security Predictive Maintenance privilege escalation risk production loss analysis reservoir management ROI in energy sector SCADA alarm integration spare parts inventory System Marginal Price unplanned downtime cost vibration analysis Zero Trust
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