Anticipate and optimise electric bus energy consumption
Heron gives you the clarity you need to electrify with confidence. By predicting real-world energy consumption along your routes, based on factors such as weather, topography, traffic and network characteristics, Heron helps you reduce uncertainty, improve planning and operate your fleet more efficiently.
As electric bus fleets expand, accurately understanding energy use in real operating conditions becomes essential.
Electrification brings clear environmental and operational opportunities, but it also raises critical questions around range reliability, route suitability, operational resilience and cost control.
FONCTIONNALITéS
Build a reliable data foundation for better energy decisions
- Combine live and historical data from multiple sources, including traffic conditions, climate variables, vehicle characteristics and road network information.
- Create a robust and consistent dataset to support accurate energy consumption analysis.
- Strengthen decision-making with a clearer, more complete view of operating conditions.
Turn complex data into actionable insight
- Clean, structure and harmonise large volumes of data through advanced pipelines, aggregators and database architectures.
- Improve the quality and consistency of analytical outputs across the full modelling process.
- Ensure the data is ready to support reliable operational and strategic decisions.
Predict energy consumption with confidence
- Generate accurate energy consumption forecasts for specific vehicle types and network configurations.
- Assess route feasibility more effectively before deployment.
- Anticipate operational constraints and reduce uncertainty in fleet planning.
Develop AI Models Tailored to Your Operational Reality
- Incorporate client-specific data, such as passenger load, ridership patterns or driver behaviour.
- Refine prediction accuracy through tailored model development and training.
- Align outputs more closely with real-life operating conditions and business needs to support reliable operational and strategic decisions.
Benefits
Heron goes beyond energy forecasting to support broader operational performance. The solution can provide valuable insights into eco-driving practices and route-level consumption dynamics, helping organisations improve efficiency across their electric fleet operations.
By combining cloud infrastructure, data science and AI-driven modelling, Heron supports more confident electrification strategies, lower operating costs and stronger environmental performance. It enables organisations to make better-informed decisions, reduce uncertainty and move towards more sustainable mobility systems.
Contact systra’s experts
Request information or a demo!