Energy and Buildings, Год журнала: 2023, Номер 285, С. 112900 - 112900
Опубликована: Фев. 15, 2023
Язык: Английский
Building and Environment, Год журнала: 2023, Номер 241, С. 110435 - 110435
Опубликована: Май 28, 2023
Язык: Английский
Процитировано
57
Energy and Buildings, Год журнала: 2024, Номер 308, С. 113958 - 113958
Опубликована: Фев. 14, 2024
Over the past few decades, attention in buildings’ design and operation has gradually shifted from promoting only energy efficiency objectives to also addressing human comfort well-being. Researchers have developed a wide range of control algorithms ranging rule-based controls complex learning approaches that can fully capture occupants’ personalized preferences smart buildings. This direction occupant-centric building bridge gap between satisfaction sustainability objectives. However, most these promising technologies not yet found their way into real-world applications. study will perform critical review on thermal lighting studies aiming (i) analyze strengths weaknesses different approaches; (ii) identify requirements for techniques be implemented systems; (iii) propose new research directions promote usability such catalyst towards adoption. Computational complexity, integration with Building Automation Systems (BAS), data availability quality, scalability, lack more featuring actual implementation emerge as barriers. Addressing challenges is imperative successful deployment
Язык: Английский
Процитировано
19
Building and Environment, Год журнала: 2022, Номер 213, С. 108854 - 108854
Опубликована: Фев. 10, 2022
Growing interest is awarded to the digitalization of building permitting use case and many works are developed about topic. However, subject very complex aspects usually tackled separately, making it hard for traditional literature reviews grasp actual progress in overall This paper unveils detailed state art Digital Building Permitting (DBP) by critically analysing means a set coding tags (research progress, implementation, affected DBP workflow steps, ambitions addressed) assigned multidisciplinary team. The executed research shows that mainly addressed permit process technologies check compliance design proposals against regulations, followed regulations. Improvable identified entire system instead e.g. involvement officers, scalability solutions interoperability data, intended both as data validation integration geospatial with models.
Язык: Английский
Процитировано
59
Building and Environment, Год журнала: 2022, Номер 228, С. 109844 - 109844
Опубликована: Ноя. 25, 2022
Язык: Английский
Процитировано
53
Building and Environment, Год журнала: 2022, Номер 228, С. 109919 - 109919
Опубликована: Дек. 13, 2022
Язык: Английский
Процитировано
49
Journal of Building Engineering, Год журнала: 2023, Номер 78, С. 107598 - 107598
Опубликована: Авг. 23, 2023
Язык: Английский
Процитировано
42
Energy and Built Environment, Год журнала: 2023, Номер 5(6), С. 853 - 862
Опубликована: Июль 1, 2023
Thermal comfort is critical for ensuring the health and productivity of occupants knowing their thermal demand could help creating a satisfying environment with least energy waste. Theory built based on experimental studies in uniform stable environments, while there still gap when applying evaluating human non-uniform environments. Therefore, an insight into environments taken. The fundamental are explicated, including theory applied types corresponding studies, physiological psychological responses Besides, evaluation indices classified according to definitions models reviewed. Finally, future works this research field discussed. In general, overall local should be both taken account where skin temperatures different among body segments. Moreover, as mainly conducted thermally neutral condition, limits considering state deviating neutrality (slightly warm or cool), which frequently found reality, encouraged studied. well-defined comprehensive index proposed heat exchange microenvironments thus range provided designing
Язык: Английский
Процитировано
35
Building and Environment, Год журнала: 2023, Номер 231, С. 110027 - 110027
Опубликована: Янв. 20, 2023
Язык: Английский
Процитировано
33
Journal of Building Engineering, Год журнала: 2023, Номер 71, С. 106417 - 106417
Опубликована: Март 31, 2023
Язык: Английский
Процитировано
33
Building and Environment, Год журнала: 2023, Номер 234, С. 110148 - 110148
Опубликована: Март 1, 2023
Personal thermal comfort models are used to predict individual-level responses inform design and control decisions of buildings achieve optimal conditioning for improved energy efficiency. However, the development data-driven requires collecting a large amount sensor-related measurements user-labelled data (i.e., user feedback) accurate predictions, which can be highly intrusive labour intensive in real-world applications. In this work, we propose hybrid active learning framework reduce collection costs developing data-efficient robust personal that users' air movement preferences. Through proposed framework, evaluated performance two algorithms Uncertainty Sampling Query-by-Committee) labelling strategies (Independent Joint Labelling strategies) reduction effort modelling. The effectiveness was demonstrated on dataset involving 58 participants collected over 10 working days with 2,727 under 16 conditions. final results showed 46% 35% preference models, respectively, increasing reductions occurring time when encountering new users. insights gained study, future studies adopt as viable effective solution address high cost while maintaining model's scalability predictive performance.
Язык: Английский
Процитировано
31