During the last few years, multi-objective optimization processes have become one of main challenges for energy efficiency in buildings. In this work, a new efficient method, based on Building Performance Optimization (BPO) technique, has been developed to improve indoor thermal comfort and performance residential buildings, i.e. Moroccan ground floor + first (GFFF) house located Marrakech regi...

Recent developments in dynamic energy simulation tools enable the definition of performance buildings at design stage. However, there are deviations among building (BES) due to algorithms, calculation errors, implementation non-identical inputs, and different weather data processing. This study aimed analyze several modeling same characteristic office cell comparing heating cooling loads on a y...

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In hot dry regions, the building envelope receives abundant solar radiation, which contributes to heat stress and indoor thermal discomfort. To mitigate overheating inside spaces, cooling is main basic requirement during most of year. However, due harsh climatic conditions, buildings fail provide passively required comfort conditions. Consequently, they are fully dependent on-air conditioning s...

The objective of this study is to develop a data-driven prediction model and sensor calibration method in variable air volume (VAV) terminal unit systems. Based on the operational data VAV systems, indoor loads carbon dioxide (CO2) concentrations were predicted, Bayesian markov chain monte carlo (MCMC)-based was used. used for analysis development collected using dynamic energy simulation tool,...

Global warming is increasing extreme heat conditions, with existing energy efficiency policies showing trade-offs between mitigation objectives and adaptation to climate change. This research aims identify the best resilient cooling solutions that should be promoted in built environment of extremely hot countries increase their resilience capacity. The impact change on zones, thermal demand (kW...