Simulating human behavior: an agent-based modeling approach

  A new methology using agent-based modeling for human behavior simulation is presented. This approach aims to address the limitations and/or challenges of dealing with behavioral components in existing building simulation programs. Also, it tries to improve behavior decision process by mimicking actual occupants in buildings. In a simulation experiment, a window use behavior was tested with agent-based modeling and demonstrated its ability to account for dynamic changes of the behavior, in real-time, and the behavior impact on both the microclimate and energy uses in a space.  

Influence of fields data quality on the modeling of residential buildings with dynamic simulation tool

To produce a realistic building reference’s model, in order to work on a retrofitting project, input data have to be chosen with the field’s information. The present work concerns French residential buildings of the pre-world-war-II family. This category is more and more subject to retrofitting project and represents more than 30% of the French building sector. In addition, the old buildings are characterised by difficulties to collect data.

Simulating combined heat and moisture transfer with EnergyPlus: an uncertainty study and comparison with experimental data

This article presents a comparison between experimental and numerical results in terms of coupled hygrothermal behavior. The measurements were taken on an experimental wooden-frame house located in France. Several sensors were installed in the room and in several locations inside the walls. The external climate was measured as well. Numerical simulations were performed with the EnergyPlus tool and its algorithm for combined heat and moisture transfer, available since September 2011. First, the simulated and measured values were compared for temperature and humidity in the walls.

Effect of inner compression ratio adjustment on seasonal energy performance of inverter air conditioner

The inherent feature of fixed inner volume ratio of the scroll compressor causes large degradation of the compressor’s indicated efficiency when the inner compression ratio mismatches with the system compression ratio under the off-design condition. The inner compression ratio adjustment technology, such as refrigerant injection and refrigerant release, can enhance the seasonal efficiency of the compressor and the air conditioner. An inverter air conditioner with inner compression ratio adjustment is proposed in this paper.

Design optimization of square skylights in office buildings

This research focuses on design optimization of horizontal roof apertures known as skylights in office buildings. It is one of the steps towards design, evaluation, and optimization of roof-daylighting systems in office buildings, which will correlate architectural design features and parameters with illumination quality and quantity and overall energy performance. This research builds on previous work published by the authors that addressed daylighting illumination performance and the lighting electricity reductions achieved through the use of skylights.

Design optimization of daylight roofing systems: roof monitors with glazing facing in two opposite directions

This research focuses on design optimization of roof daylighting systems in office buildings.  The optimization is based on computer simulation of daylighting and overall energy performance. This research builds on previous work published by the authors that discussed design issues for skylights to increase the potential electric light saving through the use of daylight. This study extends the previous work to investigate roof monitors with vertical apertures facing in two opposite directions (north-south).

Analytical optimization of simple roof shading devices

Parametric and algorithmic design tools have developed significantly in the last few years with the advent of several commercial and open-source applications and simulation software. These tools have been used extensively in the design and analysis of various building elements such as glazing, screens, massing and shading devices. Typically, ether iterative, parametric or optimization techniques are coupled with simulation software to reach an optimum design for the considered element.

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