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Home > Use Case Library > Vorhersage des Energieverbrauchs durch prädiktive Analyse

Data & AI Use Cases in Supply Chain

Vorhersage des Energieverbrauchs durch prädiktive Analyse

Use Case Family

Predictive Analytics & Forecasting

Business Domain

Supply Chain

Processes

Energiemanagement

Challenge

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.

Target Group

Energiemanager, Betriebsleiter

Potential Industries

Fertigung, Immobilien, Energieversorger

Risk Classification (EU AI Act)

Limited Risk
Limited Risk systems
with Transparency Obligations according Art. 50 EU AI Act

Disclaimer

The information provided regarding the risk assessment is without guarantee. The complete classification of a use case according to the EU AI Act depends on numerous regulatory and company-specific factors. Therefore, the risk assessment is always case-specific. The risk assessment logic of Casebase is used for this purpose.

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