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A Comparative Analysis of Hyperparameter Tuned Stochastic Short Term Load Forecasting for Power System Operator

Intermittency in the grid creates operational issues for power system operators (PSO). One such intermittent parameter is load. Accurate prediction of the load is the key to proper planning of the power system. This paper uses regression analyses for short-term load forecasting (STLF). Assumed load...

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Autori principali: B. V. Surya Vardhan, Mohan Khedkar, Ishan Srivastava, Prajwal Thakre, Neeraj Dhanraj Bokde
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2023-01-01
Serie:Energies
Soggetti:
short term load forecasting
machine learning
Bayesian optimization
grid search
random search
Accesso online:https://www.mdpi.com/1996-1073/16/3/1243
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