AI-based Forecasting

AI-Based Forecasting

A key component of empAI is its innovative, custom-developed artificial intelligence designed for accurate forecasting of energy consumption and production.

By combining AI with additional data sources such as production schedules and environmental factors (e.g., weather and energy prices), companies can better understand the drivers of energy costs and external trends.

With a model accuracy of over 85%, the AI reliably predicts energy consumption for tomorrow, the next week, or even the upcoming year.

Features at a glance

Energy Profiles

Use the integrated AI to create various profiles for analyzing your energy consumption and production. From daily and weekly to monthly and location-based energy profiles, everything can be tailored to your specific preferences. Discover the peak times of your electricity consumption and identify the times when costs are highest. Based on these valuable insights, it is possible to adjust your processes to achieve maximum energy efficiency.

Impact of Renewable Energy

With empAI, you gain exclusive insights into the impact of self-generated renewable energy on your operations. The AI precisely analyzes how the production and use of wind, solar, or other renewable energy sources influence your energy mix and production costs. By combining environmental data with energy profiles, you can determine the optimal times to utilize these energy sources and adjust your processes accordingly to achieve more while paying less.

Process Optimization

With empAI, you can optimize your operations by linking production data with energy profiles. This is achieved by aligning production and process data, such as shift schedules and IoT machine data. Gain insights into when production can be carried out most energy-efficiently and understand how much energy is embedded in each product. This enables you to organize your workflows more efficiently, making your production cost-effective and resource-friendly.