Abstract:
Due to the less awareness of the real-time operation condition and the low utilization rate of the power battery in the electric car, this paper proposes a novel design s...Show MoreMetadata
Abstract:
Due to the less awareness of the real-time operation condition and the low utilization rate of the power battery in the electric car, this paper proposes a novel design scheme of online monitoring system software for power battery. The system realizes the real-time remote monitoring battery status, fault diagnosis, data storage and estimates the state of charge (SOC) of the battery. The system using the back propagation neural network algorithm for estimating SOC, improving the accuracy of SOC estimate.
Date of Conference: 28-30 July 2013
Date Added to IEEE Xplore: 07 October 2013
Electronic ISBN:978-1-4799-0380-1
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- State Of Charge ,
- Battery Power ,
- State Of Charge Estimation ,
- Neural Network ,
- Backpropagation ,
- Real-time Performance ,
- Fault Diagnosis ,
- Back Propagation Neural Network ,
- Battery Charging ,
- Electric Cars ,
- Learning Algorithms ,
- Artificial Neural Network ,
- Output Layer ,
- Weight Matrix ,
- Minimum Temperature ,
- Partial Data ,
- Network Output ,
- Network Input ,
- Backpropagation Algorithm ,
- Matrix Layer ,
- Battery Temperature ,
- Battery State Of Charge ,
- Single Battery ,
- Discharge Tests ,
- Battery Management System ,
- Electromotive Force ,
- Weight Matrix Of Layer ,
- Backward Propagation ,
- Single Voltage ,
- Output Error
- Author Keywords
Contents Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- State Of Charge ,
- Battery Power ,
- State Of Charge Estimation ,
- Neural Network ,
- Backpropagation ,
- Real-time Performance ,
- Fault Diagnosis ,
- Back Propagation Neural Network ,
- Battery Charging ,
- Electric Cars ,
- Learning Algorithms ,
- Artificial Neural Network ,
- Output Layer ,
- Weight Matrix ,
- Minimum Temperature ,
- Partial Data ,
- Network Output ,
- Network Input ,
- Backpropagation Algorithm ,
- Matrix Layer ,
- Battery Temperature ,
- Battery State Of Charge ,
- Single Battery ,
- Discharge Tests ,
- Battery Management System ,
- Electromotive Force ,
- Weight Matrix Of Layer ,
- Backward Propagation ,
- Single Voltage ,
- Output Error
- Author Keywords
