Raspberry Pi GPU-AI Powered BMS solution -- 2
Budget: $250 – $750 USD
I am currently in need of a Raspberry Pi GPU and pattern AI solution for a Battery Management System (BMS).
Overview of Tasks:
Solution
- Implement Data analysis
- Observe Battery status, temp, charging current, current voltage, battery mode, relative state of charge, remaining/full charge capacity
- Integrate Firmware changes in RC FCC V and SBS commands that aid in monitoring unauthorized changes
HW integration
- Raspberry Pi + CAN/Modbus/RS485/UART integration (from a commercial product)
- Circuit design and PCB (for simulation)
- Concept architecture design
It is crucial that the freelancers on this project have a working understanding of Raspberry Pi GPU and pattern AI solution in data analysis. Familiarity with RC FCC V and SBS commands would also be a strong advantage.
Required Changes:
- Monitor any unauthorized changes in firmware
- Customize command responses
The method to monitor these changes must involve artificial intelligence utilizing pattern and intrusion detection.
Freelancers with experience in AI, especially pattern and intrusion detection systems and concepts, would be ideal for this project. Understanding and experience with Battery Management Systems and Raspberry Pi for comm protocols is also sought after.
Overall, your task is to create an effective and efficient solution to perform the above tasks while providing enhanced security and implementation on the HW setup. If you meet these qualifications and are excited about this challenge, I would love to talk to you.
Deliveravbles;
Circuit design, PCB, Simulation, Firmware, HW SW setup manual, codes and design elements
Overview of Tasks:
Solution
- Implement Data analysis
- Observe Battery status, temp, charging current, current voltage, battery mode, relative state of charge, remaining/full charge capacity
- Integrate Firmware changes in RC FCC V and SBS commands that aid in monitoring unauthorized changes
HW integration
- Raspberry Pi + CAN/Modbus/RS485/UART integration (from a commercial product)
- Circuit design and PCB (for simulation)
- Concept architecture design
It is crucial that the freelancers on this project have a working understanding of Raspberry Pi GPU and pattern AI solution in data analysis. Familiarity with RC FCC V and SBS commands would also be a strong advantage.
Required Changes:
- Monitor any unauthorized changes in firmware
- Customize command responses
The method to monitor these changes must involve artificial intelligence utilizing pattern and intrusion detection.
Freelancers with experience in AI, especially pattern and intrusion detection systems and concepts, would be ideal for this project. Understanding and experience with Battery Management Systems and Raspberry Pi for comm protocols is also sought after.
Overall, your task is to create an effective and efficient solution to perform the above tasks while providing enhanced security and implementation on the HW setup. If you meet these qualifications and are excited about this challenge, I would love to talk to you.
Deliveravbles;
Circuit design, PCB, Simulation, Firmware, HW SW setup manual, codes and design elements
Related categories:
PCB Layout
Circuit Design
Virtual Machines
Firmware
Battery Charging and Batteries