Substation Decision-making Platform Based on Artificial Intelligence
Jianhua Qin, Xueqiong Zhu, Zhen Wang, Jingtan Ma, Shan Gao, Chengbo Hu · Distributed Generation & Alternative Energy Journal · 2021
In view of the actual needs faced by the substation maintenance, this paperproposes a kind of substation decision-making platform based on artificialintelligence. The platform formalizes and integrates the basic data, electricaldata and the operational data of the equipment, qualitatively triggers themaintenance task abide by the result of the logistic regression model, providesfurther results of data processing through quantitative analysis, and providesknowledge navigation to the operation guidance of the corresponding equip-ment. The platform matches the electrical data with the inference enginestored in the knowledge base. If the data match the condition of the inferencesuccessfully, the inference is triggered and the action is executed. The resultis provided to the relevant staff as a suggestion to assist the final decision.After the task is completed, the cause, effect and solution of the equipmentfailure are backfilled and expanded into the equipment base as a new instance.