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Journal of Building Performance Simulation Volume 5, 2012 - Issue 1: Special Issue: Modelling Occupants' Presence and Behaviour – Part II
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Articles

State transition stochastic model for predicting off to on cooling schedule in dwellings as implemented using a multilayered artificial neural network

Jun Tanimoto Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga-shi, Fukuoka, 816-8580, JapanCorrespondence[email protected]
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Aya Hagishima Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga-shi, Fukuoka, 816-8580, Japan
Pages 45-53 | Received 18 Mar 2010, Accepted 17 Oct 2010, Published online: 22 Feb 2011

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Jun Tanimoto, Aya Hagishima, Takeshi Iwai & Naoki Ikegaya. (2013) Total utility demand prediction for multi-dwelling sites by a bottom-up approach considering variations of inhabitants’ behaviour schedules. Journal of Building Performance Simulation 6:1, pages 53-64.
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Articles from other publishers (6)

Chengyu Zhang, Liangdong Ma, Xing Han & Tianyi Zhao. (2024) Reconstituted data-driven air conditioning energy consumption prediction system employing occupant-orientated probability model as input and swarm intelligence optimization algorithms. Energy 288, pages 129799.
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Lu Yan & Meng Liu. (2021) Predicting household air conditioners’ on/off state considering occupants’ preference diversity: A study in Chongqing, China. Energy and Buildings 253, pages 111516.
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Xin Zhou, Shuai Tian, Jingjing An, Junyan Yang, Yuxie Zhou, Da Yan, Jinxiu Wu, Xing Shi & Xing Jin. (2021) Comparison of different machine learning algorithms for predicting air-conditioning operating behavior in open-plan offices. Energy and Buildings 251, pages 111347.
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Bongchan Jeong, Jungsoo Kim, Zhenjun Ma, Paul Cooper & Richard de Dear. (2021) Identification of Environmental and Contextual Driving Factors of Air Conditioning Usage Behaviour in the Sydney Residential Buildings. Buildings 11:3, pages 122.
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Ricardo Forgiarini Rupp, Rune Korsholm Andersen, Jørn Toftum & Enedir Ghisi. (2021) Occupant behaviour in mixed-mode office buildings in a subtropical climate: Beyond typical models of adaptive actions. Building and Environment 190, pages 107541.
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Shuqin Chen, Jiajing Wu, Yangyang Pan, Jian Ge & Zhuoju Huang. (2020) Simulation and case study on residential stochastic energy use behaviors based on human dynamics. Energy and Buildings 223, pages 110182.
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