Energy Asset Solutions enabled by Artificial Intelligence
Heimdalytics' core mission is the provision of next generation energy asset solutions based on the analysis of measured quantities utilizing leading edge artificial intelligence (AI). Our first motivation is the need to solve battery management challenges especially for Lithium-Ion batteries. Solutions include both diagnosis and repair of batteries and management of critical electrical energy storage systems. Our solutions are based on the use of non-invasive sensing technology wherever feasible.
Battery Diagnostics and Repair
With the rapid expansion of electric mobility and stationary energy storage there is an increasing need to track diagnose and repair batteries. Heimdalytics’ solution tracks the characteristics of a battery over its life in order to know its “true state” and manages the battery repair process. It does this by analysing a batteries impedance characteristic and storage capacity. High quality repair of a battery module is achieved by ensuring the replacement battery is matched with the healthy batteries within the module under repair.
Battery energy storage systems installed in demanding applications require a high degree of accuracy in terms of the amount energy stored their internal temperature and state of health. Large-scale battery systems are one the most expensive assets in an energy supply system and a failure in a single battery can cause a chain reaction leading to a catastrophic event with safety and cost implications. Heimdalytics’ solution entails continuous adaptation of AI generated battery models driven by measured inputs letting our batteries live longer with higher reliability.
Energy Storage Assets
Beyond battery management Heimdalytics utilizes its AI infrastructure to offer complete management of the energy storage asset. This includes learning routines to optimize financial returns. In 2022 Heimdalytics received a grant from Sondervermögen zur Förderung des Einsatzes von Künstlicher Intelligenz Schleswig-Holstein to extend the life of battery-based energy storage assets and thanks Schleswig-Holstein for its support.
Grant: KI-Projekt 220 22 020
Sondervermögen zur Förderung des Einsatzes von Künstlicher Intelligenz Schleswig-Holstein (Special fund to promote the use of artificial intelligence Schleswig-Holstein)
Let Your Batteries Live Longer and Operate them with More Reliability
Large-scale battery systems are one the most expensive assets in an energy supply system. A failure in a single cell can cause a chain reaction leading to a catastrophic event, with safety and cost implications.
This substantial risk is mitigated by Heimdalytics' adaptive battery solution. The solution flags failing battery cells so action can be taken, whether through maintenance or automatically through protections.
Our cloud solution offers life record of every single cell in your battery system
Versatility in Application
Our methodology is independent of the cell chemistry used.
We utilize self-learning algorithms in combination with impedance spectroscopy to develop battery models that adapt over time.
Full Customer Experience Service
We offer complete hardware and software solutions, from measurement to data management to the customer interface.