Calculation and Anomaly Analysis of Transmission Line Loss Under Data Knowledge Fusion
Based on data knowledge fusion,a transmission line loss calculation method is proposed,and combined with GBDT model for modeling and optimization.By extracting EWMA features,time series curve features,and line tower features,analyze the factors that affect line losses from multiple dimensions.A line loss calculation model was constructed using a GBDT model based on data knowledge fusion,combined with theoretical calculations and practical influencing factors.The introduction of BOA algorithm to optimize XGBoost model parameters has improved the accuracy of power grid loss calculation.The results indicate that under low load rates and high current transformer errors,the contribution of transmitted electricity,average current,and power changes to anomalies is particularly significant,and environmental factors can also affect wire resistance.
data knowledge fusiontransmission linesline loss calculation
NETL
NSTL
万方数据
