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电力潮流分析×负荷预测×
领域电气工程电气工程
方法族Process / pipelineProcess / pipeline
起源年份19561960s
提出者Ward and HaleElectrical utilities
类型Computational pipelineComputational pipeline
开创性文献Saadat, H. (2010). Power System Analysis (3rd ed.). PSA Publishing. link ↗Hippert, H. S., Pedreira, C. E., & Souza, R. C. (2001). Neural networks for short-term load forecasting: A review and evaluation. IEEE Transactions on Power Systems, 16(1), 44-55. DOI ↗
别名load flow analysis, power flow studydemand forecasting, electricity consumption prediction, load demand estimation
相关54
摘要Power flow analysis, also called load flow study, is a computational method that determines the steady-state voltage, current, and power distribution across all buses in an electrical power system. Developed by Ward and Hale in 1956, it is fundamental to power system planning, operation, and optimization.Load forecasting predicts future electrical demand on power systems across various time horizons: minutes to hours (short-term), days to weeks (medium-term), and months to years (long-term). Accurate forecasting is essential for economic dispatch, unit commitment, and system reliability. Methods range from classical statistical regression to modern machine learning approaches.
ScholarGate数据集
  1. v1
  2. 3 来源
  3. PUBLISHED
  1. v1
  2. 3 来源
  3. PUBLISHED

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ScholarGate方法对比: Power Flow Analysis · Load Forecasting. 于 2026-06-17 检索自 https://scholargate.app/zh/compare