Short-Term Wind Power Prediction Based on a Hybrid Markov-Based PSO-BP Neural Network
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DOI: 10.3390/en16114282
Abstract: Wind power prediction is an important research topic in the wind power industry and many prediction algorithms have recently been studied for the sake of achieving the goal of improving the accuracy of short-term forecasting… read more here.
Keywords: neural network; prediction; wind power; pso neural ... See more keywords
Stochastic Markov-Based Modelling of Residential Lighting Demand in Luxembourg: Integrating Occupant Behavior and Energy Efficiency
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DOI: 10.3390/en18195133
Abstract: This study presents a stochastic Markov-based modeling framework for occupant behavior and residential lighting demand in Luxembourg. Integrating demographic data, time-use surveys, Markov chains, and dual-layer optimization, the model enhances the accuracy of non-HVAC energy… read more here.
Keywords: energy; stochastic markov; residential lighting; demand ... See more keywords