Research on data traceability method for the whole process of power equipment
Yu Chen, Yating Jin, Liang Du, Junyi Li, Wei Guo, Haoyu Liu, Di Zhang, Wenjing Guo, Yangbo Dong · 2025
In order to effectively improve the management efficiency of power equipment, reduce the operation and maintenance cost, and extend the use time of the equipment, the whole-process data traceability method of power equipment based on the improved ant colony algorithm is proposed. Analyze the data generated in the whole operation process of power equipment, calculate the correlation degree between different data; define the target function and constraints of thetraceability process, minimize the error in the data traceability process, ensure the data integrity; introduce adaptive chaos mechanism to improve the ant colony algorithm, dynamically adjust the pheromone update, solve the target function, and track the whole process data of traceable power equipment. It can be seen from the experimental resultsthat the proposed method can ensure the data security and can accurately and fully trace the data of power equipment.