Research on Data Fusion Algorithm in New Energy Replenishment Layout Based on RSA Algorithm
Hang Li, Zihao Zhao, Xin Ma · 2023
In the energy supplement layout of new energy vehicles, if the vehicle end and pile end data are integrated and applied, the layout accuracy will be greatly improved. However, the key fields of data fusion are often private data, such as personal phone number, ID number, VIN, etc. Due to the impact of relevant laws and regulations of the data security law, these data cannot be transmitted, and the integration of data is blocked, affecting the accurate layout based on automobile ecological data in the energy supplement layout. This paper constructs a data fusion algorithm for the application of the new energy supplement scenario in the automobile industry, which eliminates the need for a third-party platform and ensures that key data are operated in an encrypted state. Through experiments, the RSA algorithm can effectively encrypt the original data, and can achieve the data fusion between the two sides under encryption. Therefore, this algorithm can meet the needs of data circulation and application between enterprises, and help improve the accuracy of the energy supplement layout.