Abstract: Big data mining technology is used to predict the faults of EV charging piles, which can effectively solve the current problem of difficult maintenance and management of charging piles.
Can battery energy storage technology be applied to EV charging piles?
In this paper, the battery energy storage technology is applied to the traditional EV (electric vehicle) charging piles to build a new EV charging pile with integrated charging, discharging, and storage; Multisim software is used to build an EV charging model in order to simulate the charge control guidance module.
Can energy-storage charging piles meet the design and use requirements?
The simulation results of this paper show that: (1) Enough output power can be provided to meet the design and use requirements of the energy-storage charging pile; (2) the control guidance circuit can meet the requirements of the charging pile; (3) during the switching process of charging pile connection state, the voltage state changes smoothly.
Are fault detection methods still used in charging piles?
However, traditional fault detection methods are still used in charging piles, which makes the detection efficiency low. This paper proposes an error detection procedure of charging pile founded on ELM method.
The data collected by the charging pile mainly include the ambient temperature and humidity, GPS information of the location of the charging pile, charging voltage and current, user information, vehicle battery information, and driving conditions . The network layer is the Internet, the mobile Internet, and the Internet of Things.
How does the energy storage charging pile interact with the battery management system?
On the one hand, the energy storage charging pile interacts with the battery management system through the CAN bus to manage the whole process of charging.
How does a charging pile work?
The charging pile determines whether the power supply interface is fully connected with the charging pile by detecting the voltage of the detection point. Multisim software was used to build an EV charging model, and the process of output and detection of control guidance signal were simulated and verified.