
Vorhersage des Energieverbrauchs durch prädiktive Analyse
Use Case Family
Predictive Analytics & ForecastingBusiness Domain
Supply ChainProcesses
EnergiemanagementChallenge
Accurate prediction of energy consumption is difficult due to fluctuations in usage patterns, seasonal changes and operational requirements, often leading to inefficient energy consumption and increased costs.
Solution
AI-supported forecasting models analyze historical energy data and external factors (e.g. weather, occupancy rates) to create accurate forecasts of energy consumption. This enables proactive management and optimized use of energy resources to effectively meet demand.
Benefits
The AI-based prediction improves operational efficiency by aligning energy consumption with current needs, leading to a reduction in energy waste and operating costs. It also supports sustainable practices through more efficient energy use, thus reducing the environmental footprint.