Reference report: AI-solutions for smart charging of E-cars
AI-solutions for smart charging of E-cars
SIGMA Chemnitz GmbH worked on an example of optimized charging of batteries for electric cars, taking into account a wide range of variable input variables and parameters. These are, for example, current weather, weather forecast for the next few days, expected or planned trips and destinations of our company cars, driving behavior, output of our in-house solar system and more with the help of self-learning algorithms.
In addition to the controllable wallbox, hardware platforms with NXP i.MX8M Mini and Windows 10 IoT Core, Raspberry Pi 3B and 4 under Linux were used as hardware and software.
A locally running version of ML.NET is used as the AI.
Technical facts
- Embedded operation system: Linux & Win10 IoT Core
- Processor: Raspberry Pi & i.MX8M Mini
Anteil der SIGMA
- Complete implementation within the scope of an internal R&D project
SIGMA Gesellschaft für Systementwicklung u. Datenverarb. mbH is an IT service provider operating on the market since 1990, which can comprehensively cover all areas of the operational software, hardware and automation landscape.
All of the approximately 80 employees are highly qualified, motivated and can refer to appropriate references.
The company consists of several business units, including AutoID / RFID solutions; embedded solutions; IT security and infrastructures; SAP midmarket solutions; and the consulting, software and development division.
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