Articles with "residential lighting" as a keyword



Stochastic Markov-Based Modelling of Residential Lighting Demand in Luxembourg: Integrating Occupant Behavior and Energy Efficiency

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Published in 2025 at "Energies"

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