Research on Transmission Line Icing Prediction Based on Improved GA Algorithm
To improve the accuracy of transmission line icing prediction,this paper proposes a prediction scheme based on an improved GA algorithm.Based on the understanding of the causes of transmission line icing,the icing prediction method based on support vector machines is described.Adhering to the principles of accurate and efficient transmission line icing prediction results,the paper studies the principles of the improved GA algorithm and its application strategies in transmission line icing prediction,and verifies the application effects.The study found that after optimizing the kernel parameter g and the penalty parameter G,the prediction method based on the improved GA algorithm has the advantages of high prediction accuracy and fast speed.It is feasible in transmission line icing prediction and can provide a basis for the operation and maintenance of transmission lines,ensuring the safe operation of transmission lines under severe weather conditions.
transmission linesicing predictionsupport vector machineimproved GA algorithmeffectiveness verification
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