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CFD-based genetic algorithm method

Qingyan Chen

,

Qingyan Chen is the Vincent P. Reilly Professor of Mechanical Engineering at Purdue University, USA. He also serves as the Editor-in-Chief of the international journal Building and Environment. Author affiliation details are correct at time of print publication.

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Zhiqiang Zhai

,

Zhiqiang Zhai is a Professor of Architectural Engineering at the University of Colorado at Boulder, USA. Author affiliation details are correct at time of print publication.

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Xueyi You

Xueyi You is a Professor of Environmental Engineering at Tianjin University, China. Author affiliation details are correct at time of print publication.

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and

Tengfei Zhang

Tengfei Zhang is a Professor of HVAC at Dalian University of Technology, China. Author affiliation details are correct at time of print publication.

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Inverse Design Methods for the Built Environment

Routledge, 2018

Book chapter

0

... Optimizing indoor flow distributions with specific design goals requires systematic evaluation and prediction of the influences of critical flow control conditions such as flow inlet tem- perature and velocity. In order to identify...

CFD-based adjoint method

Qingyan Chen

,

Qingyan Chen is the Vincent P. Reilly Professor of Mechanical Engineering at Purdue University, USA. He also serves as the Editor-in-Chief of the international journal Building and Environment. Author affiliation details are correct at time of print publication.

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Zhiqiang Zhai

,

Zhiqiang Zhai is a Professor of Architectural Engineering at the University of Colorado at Boulder, USA. Author affiliation details are correct at time of print publication.

Search for publications

Xueyi You

Xueyi You is a Professor of Environmental Engineering at Tianjin University, China. Author affiliation details are correct at time of print publication.

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and

Tengfei Zhang

Tengfei Zhang is a Professor of HVAC at Dalian University of Technology, China. Author affiliation details are correct at time of print publication.

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Inverse Design Methods for the Built Environment

Routledge, 2018

Book chapter

0

... This chapter demonstrates the use of a CFD-based adjoint method to inversely design an indoor environment and to identify optimal solutions that satisfy design objectives. The development of the method for the inverse design of air...

CFD-based proper orthogonal decomposition method

Qingyan Chen

,

Qingyan Chen is the Vincent P. Reilly Professor of Mechanical Engineering at Purdue University, USA. He also serves as the Editor-in-Chief of the international journal Building and Environment. Author affiliation details are correct at time of print publication.

Search for publications

Zhiqiang Zhai

,

Zhiqiang Zhai is a Professor of Architectural Engineering at the University of Colorado at Boulder, USA. Author affiliation details are correct at time of print publication.

Search for publications

Xueyi You

Xueyi You is a Professor of Environmental Engineering at Tianjin University, China. Author affiliation details are correct at time of print publication.

Search for publications
and

Tengfei Zhang

Tengfei Zhang is a Professor of HVAC at Dalian University of Technology, China. Author affiliation details are correct at time of print publication.

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Inverse Design Methods for the Built Environment

Routledge, 2018

Book chapter

0

... decomposition method1 To speed up an inverse design, an efficient solution to the Navier-Stokes equations for indoor environmental performance is needed. Proper orthogonal decomposition (POD) of the thermo-flows is a way to meet...

Methods for inverse/optimal design of an enclosed environment

Qingyan Chen

,

Qingyan Chen is the Vincent P. Reilly Professor of Mechanical Engineering at Purdue University, USA. He also serves as the Editor-in-Chief of the international journal Building and Environment. Author affiliation details are correct at time of print publication.

Search for publications

Zhiqiang Zhai

,

Zhiqiang Zhai is a Professor of Architectural Engineering at the University of Colorado at Boulder, USA. Author affiliation details are correct at time of print publication.

Search for publications

Xueyi You

Xueyi You is a Professor of Environmental Engineering at Tianjin University, China. Author affiliation details are correct at time of print publication.

Search for publications
and

Tengfei Zhang

Tengfei Zhang is a Professor of HVAC at Dalian University of Technology, China. Author affiliation details are correct at time of print publication.

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Inverse Design Methods for the Built Environment

Routledge, 2018

Book chapter

1

... showed that ANN models gave more accurate temperature predictions. Neto et al. (2008) compared ANN forecasts and actual values. Zhang and You (2014a) used ANN to identify the indoor bound- ary conditions by the data of velocity...

Enhancement of the inverse design methods

Qingyan Chen

,

Qingyan Chen is the Vincent P. Reilly Professor of Mechanical Engineering at Purdue University, USA. He also serves as the Editor-in-Chief of the international journal Building and Environment. Author affiliation details are correct at time of print publication.

Search for publications

Zhiqiang Zhai

,

Zhiqiang Zhai is a Professor of Architectural Engineering at the University of Colorado at Boulder, USA. Author affiliation details are correct at time of print publication.

Search for publications

Xueyi You

Xueyi You is a Professor of Environmental Engineering at Tianjin University, China. Author affiliation details are correct at time of print publication.

Search for publications
and

Tengfei Zhang

Tengfei Zhang is a Professor of HVAC at Dalian University of Technology, China. Author affiliation details are correct at time of print publication.

Search for publications

Inverse Design Methods for the Built Environment

Routledge, 2018

Book chapter

1

... with a trade-off of different objectives. Energy consumption was significantly reduced, while thermal comfort improved. Furthermore, the use of the ANN instead of CFD reduced the computational cost from 10 years to 3 weeks. Zhang and You (2014a)...

CFD-based artificial neural network method

Qingyan Chen

,

Qingyan Chen is the Vincent P. Reilly Professor of Mechanical Engineering at Purdue University, USA. He also serves as the Editor-in-Chief of the international journal Building and Environment. Author affiliation details are correct at time of print publication.

Search for publications

Zhiqiang Zhai

,

Zhiqiang Zhai is a Professor of Architectural Engineering at the University of Colorado at Boulder, USA. Author affiliation details are correct at time of print publication.

Search for publications

Xueyi You

Xueyi You is a Professor of Environmental Engineering at Tianjin University, China. Author affiliation details are correct at time of print publication.

Search for publications
and

Tengfei Zhang

Tengfei Zhang is a Professor of HVAC at Dalian University of Technology, China. Author affiliation details are correct at time of print publication.

Search for publications

Inverse Design Methods for the Built Environment

Routledge, 2018

Book chapter

1

... is more important than global prediction accuracy when threshold values are present in the design requirements. To enhance the local prediction accuracy of the ANN, a logarithmic normalization method is proposed (Zhang and You, 2015):   ...