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• W3203563882 startingPage "117828" @default.
• W3203563882 abstract "“Framework” and “case-study” are the two most prominent features in the optimization of architectural building design. The first can improve the speed of the process, the accuracy and integration of the outcome. The second can evolve the design knowledge of the various types of buildings in practice. This paper presents the “PCA-ANN integrated NSGA-III” framework that is a fast, accurate, and integrated solution for practical, erosive, and complicated building performance optimization problems, especially when the case study is a multi-type building such as a dormitory. The novelty and contribution of this paper exist in all three phases of its research framework. First, the dormitory building was parametrically modeled as a case study in two conventional dormitory building types. Second, an artificial model called PCA-ANN is presented in which problems that have a more complicated and practical case study with a multi-type building can be solved simply, integratively, and accurately. Third, the capabilities of NSGA-III are introduced and showed that it could be more accurate in comparison with NSGA-II, and then NSGA-III was integrated with the PCA-ANN model to solve the many-objective problem posed in this study. R2 score for PCA-ANN in the best-presented structure reached 0.99. In the overall best building alternative, energy efficiency and daylight performance for the whole year and thermal comfort performance in the free running period improved by 41.27%, 42.24%, and 15.57%, respectively, compared to its reference model. The presented framework can be applied and generalized to building energy optimization problems in practical and complex cases." @default.
• W3203563882 created "2021-10-11" @default.
• W3203563882 creator A5044609503 @default.
• W3203563882 creator A5067771191 @default.
• W3203563882 creator A5088188683 @default.
• W3203563882 date "2022-01-01" @default.
• W3203563882 modified "2023-10-10" @default.
• W3203563882 title "PCA-ANN integrated NSGA-III framework for dormitory building design optimization: Energy efficiency, daylight, and thermal comfort" @default.
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• W3203563882 cites W1569938332 @default.
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• W3203563882 cites W2015140027 @default.
• W3203563882 cites W2017282946 @default.
• W3203563882 cites W2022485595 @default.
• W3203563882 cites W2025903670 @default.
• W3203563882 cites W2035906911 @default.
• W3203563882 cites W2037767895 @default.
• W3203563882 cites W2043853981 @default.
• W3203563882 cites W2045519678 @default.
• W3203563882 cites W2051666126 @default.
• W3203563882 cites W2057109959 @default.
• W3203563882 cites W2063056805 @default.
• W3203563882 cites W2063307985 @default.
• W3203563882 cites W2068956724 @default.
• W3203563882 cites W2071093944 @default.
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• W3203563882 cites W2079237465 @default.
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• W3203563882 cites W2126105956 @default.
• W3203563882 cites W2148615815 @default.
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• W3203563882 cites W2612242444 @default.
• W3203563882 cites W2620666422 @default.
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• W3203563882 doi "https://doi.org/10.1016/j.apenergy.2021.117828" @default.
• W3203563882 hasPublicationYear "2022" @default.
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