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Tag Archives: transmission congestion

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February 26 2026
  • Energy Market & EPİAŞ Decision Support

Why Is PTF Forecasting So Hard? Weather, Outages, Grid Constraints, and Demand Uncertainty A Data-Driven View for Hydropower Operators

RENEWASOFT | TECHNIC BLOG Reading Time: ~20-24 min  |  Level: Advanced Audience: Hydropower (HPP) operators, energy trading teams, SCADA engineers, product managers Meta description: Why is Turkey’s day-ahead PTF hard to forecast? We break down weather, outages, grid constraints and demand uncertainty plus a data-driven approach. Keywords: PTF forecasting, day-ahead market, EPİAŞ transparency, electricity price [...] 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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  • February 2026

Categories

  • Critical Infrastructure Cybersecurity and Industrial Systems Security
  • Energy Market & EPİAŞ Decision Support
  • Predictive Maintenance, Failure Management, and Business Value
  • Production Forecast & Weather + Hydrological Data
  • SCADA, IoT and Data Architecture
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Categories

  • Critical Infrastructure Cybersecurity and Industrial Systems Security
  • Energy Market & EPİAŞ Decision Support
  • Predictive Maintenance, Failure Management, and Business Value
  • Production Forecast & Weather + Hydrological Data
  • SCADA, IoT and Data Architecture
  • Uncategorized

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AI governance bearing failure condition monitoring cyber physical system security digital energy platforms energy market analytics energy plant maintenance energy sector maintenance strategy energy trading risk management EPİAŞ feature extraction frequency domain analysis FTF HPP early warning HPP market strategy hydroelectric power plant maintenance management hydrological forecasting hydropower generation forecasting hydro power plant trading hydropower revenue optimization Hydrowise Hydrowise Forecast Hydrowise monitoring ICS cybersecurity identity and access management imbalance cost imbalance management life cycle cost optimization maintenance KPI tracking maintenance process standardization maintenance scheduling operational risk management portfolio risk management Predictive Maintenance proactive energy planning production loss analysis PTF forecasting stochastic optimization in hydropower stockout risk System Marginal Price turbine bearing fault unit hydrograph unplanned downtime cost vibration analysis Zero Trust
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