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Author: Jan Kloppenborg Møller
Publisher: CRC Press
ISBN: 1003834957
Category : Mathematics
Languages : en
Pages : 383
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Book Description
Do you have data on occupant behaviour, indoor environment or energy use in buildings? Are you interested in statistical analysis and modelling? Do you have a specific (research) question and dataset and would like to know how to answer the question with the data available? Statistical Modelling of Occupant Behaviour covers a range of statistical methods and models used for modelling energy- and comfort-related occupant behaviour in buildings. It is a classical textbook on statistics, including many practical examples related to occupant behaviour that are either taken from real research problems or adapted from such. The main focus is traditional statistical techniques based on the likelihood principle that can be applied to occupant behaviour modelling, including: General, generalised linear and survival models Mixed effect and hierarchical models Linear time series and Markov models Linear state space and hidden Markov models Illustration of all methods using occupant behaviour examples implemented in R The built environment affects occupants who live and work in it, and occupants affect the built environment by adapting it to their needs – for example, by adapting their indoor environments by interacting with building components and systems. These adaptive behaviours account for great uncertainty in the prediction of building energy use and indoor environmental conditions. Occupant behaviour is complex and multi-disciplinary but can be successfully modelled using statistical approaches. Statistical Modelling of Occupant Behaviour is written for researchers and advanced practitioners who work with real-world applications and modelling of occupant data. It describes the kinds of statistical models that may be used in various occupant behaviour modelling research. It gives a theoretical overview of these methods and then applies them to the study of occupant behaviour using readily replaceable examples in the R environment that are based on actual and experimental data.
Author: Jan Kloppenborg Møller
Publisher: CRC Press
ISBN: 1003834957
Category : Mathematics
Languages : en
Pages : 383
Get Book Here
Book Description
Do you have data on occupant behaviour, indoor environment or energy use in buildings? Are you interested in statistical analysis and modelling? Do you have a specific (research) question and dataset and would like to know how to answer the question with the data available? Statistical Modelling of Occupant Behaviour covers a range of statistical methods and models used for modelling energy- and comfort-related occupant behaviour in buildings. It is a classical textbook on statistics, including many practical examples related to occupant behaviour that are either taken from real research problems or adapted from such. The main focus is traditional statistical techniques based on the likelihood principle that can be applied to occupant behaviour modelling, including: General, generalised linear and survival models Mixed effect and hierarchical models Linear time series and Markov models Linear state space and hidden Markov models Illustration of all methods using occupant behaviour examples implemented in R The built environment affects occupants who live and work in it, and occupants affect the built environment by adapting it to their needs – for example, by adapting their indoor environments by interacting with building components and systems. These adaptive behaviours account for great uncertainty in the prediction of building energy use and indoor environmental conditions. Occupant behaviour is complex and multi-disciplinary but can be successfully modelled using statistical approaches. Statistical Modelling of Occupant Behaviour is written for researchers and advanced practitioners who work with real-world applications and modelling of occupant data. It describes the kinds of statistical models that may be used in various occupant behaviour modelling research. It gives a theoretical overview of these methods and then applies them to the study of occupant behaviour using readily replaceable examples in the R environment that are based on actual and experimental data.
Author: Jan Kloppenborg Møller
Publisher:
ISBN: 9781032334608
Category :
Languages : en
Pages : 0
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Book Description
This book is the result of a collaboration between researchers from occupant behaviour and statistical modelling. It presents a range of statistical methods and models used for modelling occupancy behaviour.
Author: Marta Lopes
Publisher: Academic Press
ISBN: 0128185686
Category : Business & Economics
Languages : en
Pages : 562
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Book Description
Approx.527 pagesApprox.527 pages
Author: Andreas Wagner
Publisher: Springer
ISBN: 3319614649
Category : Technology & Engineering
Languages : en
Pages : 333
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Book Description
This book is the first to comprehensively cover research methods for building occupant behavior. As this is of growing importance for building design and for building performance optimization, the book aims to provide a sound scientific basis for experimental studies in this field. It introduces the reader to fundamental questions about the topic and unfolds the different fields related to occupant actions and comfort. This is followed by more general questions about developing an appropriate research method and experimental design. A comprehensive overview of sensors for monitoring environmental and also behavioral and action-related quantities helps to set up an experiment. In this context, different experimental environments and data collection methods (in-situ, laboratories, surveys) are introduced and discussed in terms of their suitability for the respective research question. Furthermore, data management and reporting is addressed. The book concludes with fundamental challenges in conducting occupant studies, with chapters on ground truth, ethics and privacy.
Author: Enedir Ghisi
Publisher: Bentham Science Publishers
ISBN: 1681088339
Category : Technology & Engineering
Languages : en
Pages : 346
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Book Description
Occupant behaviour in buildings is a point of interest for building designers around the world. Functional buildings have a significant energy demand; therefore, improving the thermal and energy performance of such buildings requires knowledge about the variables that influence them. However, to increase the potential for improving thermal and energy performance of buildings, studies must also consider the occupant’s interactions with the built environment. The occupant behaviour influences the conditions of the internal environment through the occupation of indoor building spaces and through the interaction with building elements, such as air-conditioning, lighting, blinds and windows. Occupant Behaviour in Buildings: Advances and Challenges brings together reviews of these influential aspects, presenting updates on advances and questions that pose challenges in our current understanding of behavioural modeling and its application to building design. Special topics covered in the book include methods to survey occupant behavior, building design choices, occupant behaviour impact on a building's thermal and energy efficiency, and,finally, a simulation of occupants in a building. Key Features- Presents up-to-date information on occupant behaviour in buildings- Eight chapters, written by renowned researchers, provide readers with useful insights on the subject- Includes a case study of buildings in Brazil- Structured reader-friendly content- References for further reading This reference is an informative resource for students and professionals in architecture, civil engineering, building information design, and urban planning. Readers interested in social and behavioural sciences will also gain insights on research methods that are helpful in investigating human behavior in urban dwellings.
Author: Francesca Stazi
Publisher: Springer
ISBN: 3319718673
Category : Architecture
Languages : en
Pages : 99
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Book Description
This book highlights the importance of human behaviour in the building design process, with a focus on the construction of zero-energy buildings. It reports on and discusses the strategies the authors have adopted to develop behavioural models, and explains how to integrate them into building design. The analyses and findings presented in the book are supported by novel experimental data derived from building monitoring projects carried out by the authors’ research group. Further, the book suggests key methodologies and modelling approaches. The authors subsequently address occupants’ behaviour in zero-energy buildings from an energy perspective. They investigate many different aspects of the interactions between users and buildings devices, from assessing the triggering factors of occupants’ behaviours, to discussing modelling and simulation approaches. Methods for acquiring and analysing experimental data are presented, as well as a discussion on objective and subjective factors that trigger occupants’ behaviour. Other content includes: experimental investigations from real case studies to assess occupants’ interaction with building devices; an assessment of the driving factors that trigger human actions to identify the key parameters in the behavioural models; and critical suggestions on monitoring and modelling approaches to optimise data acquisition and modelling methods. The guidelines presented here will allow designers and researchers to improve the accuracy of their simulations of buildings energy performance, and support both building design and management processes. It will be of particular use to researchers involved in the development of behavioural models, as it presents experimental data and a comprehensive overview of behavioural modelling. The book will also be of interest to students who are studying the behavioural component of integrated building design.
Author: Xingxing Zhang
Publisher: Springer Nature
ISBN: 9811627789
Category : Social Science
Languages : en
Pages : 450
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Book Description
This book explores the interdisciplinary and transdisciplinary fields of energy systems, occupant behavior, thermal comfort, air quality and economic modelling across levels of building, communities and cities, through various data analytical approaches. It highlights the complex interplay of heating/cooling, ventilation and power systems in different processes, such as design, renovation and operation, for buildings, communities and cities. Methods from classical statistics, machine learning and artificial intelligence are applied into analyses for different building/urban components and systems. Knowledge from this book assists to accelerate sustainability of the society, which would contribute to a prospective improvement through data analysis in the liveability of both built and urban environment. This book targets a broad readership with specific experience and knowledge in data analysis, energy system, built environment and urban planning. As such, it appeals to researchers, graduate students, data scientists, engineers, consultants, urban scientists, investors and policymakers, with interests in energy flexibility, building/city resilience and climate neutrality.
Author: Pedro F. Pereira
Publisher: Springer
ISBN: 3030001601
Category : Architecture
Languages : en
Pages : 64
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Book Description
This book presents the state of the art of two areas: intelligent residential buildings and the behaviour of their occupants. These areas need to be treated together in order to develop new concepts for buildings, which are more efficient, more comfortable and more healthy. The concept of intelligent building is associated with the creation of a management system that takes into account the requirements of the occupants in terms of thermal comfort and their daily activities, maintaining good indoor air quality and minimizing energy consumption. In commercial or office buildings, these systems are already at an intermediate stage of implementation. However, in the residential sector they have yet to be significantly implemented. In mild climates, where the interactions of the occupants with the building mechanisms are the primary way to ensure adequate comfort and ventilation, the importance of occupant behaviour studies and their incorporation in the algorithms of the intelligent buildings becomes even more crucial. This book offers new concepts on how to bring these aspects together.
Author: Magali Bodart
Publisher: Presses univ. de Louvain
ISBN: 2874632767
Category : Architecture
Languages : en
Pages : 917
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Book Description
This book of Proceedings presents the latest thinking and research in the rapidly evolving world of architecture and sustainable development through 255 selected papers by authors coming from over 60 countries.
Author: Angui Li
Publisher: Springer Science & Business Media
ISBN: 3642395848
Category : Technology & Engineering
Languages : en
Pages : 645
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Book Description
Proceedings of the 8th International Symposium on Heating, Ventilation and Air Conditioning is based on the 8th International Symposium of the same name (ISHVAC2013), which took place in Xi’an on October 19-21, 2013. The conference series was initiated at Tsinghua University in 1991 and has since become the premier international HVAC conference initiated in China, playing a significant part in the development of HVAC and indoor environmental research and industry around the world. This international conference provided an exclusive opportunity for policy-makers, designers, researchers, engineers and managers to share their experience. Considering the recent attention on building energy consumption and indoor environments, ISHVAC2013 provided a global platform for discussing recent research on and developments in different aspects of HVAC systems and components, with a focus on building energy consumption, energy efficiency and indoor environments. These categories span a broad range of topics, and the proceedings provide readers with a good general overview of recent advances in different aspects of HVAC systems and related research. As such, they offer a unique resource for further research and a valuable source of information for those interested in the subject. The proceedings are intended for researchers, engineers and graduate students in the fields of Heating, Ventilation and Air Conditioning (HVAC), indoor environments, energy systems, and building information and management. Angui Li works at Xi’an University of Architecture and Technology, Yingxin Zhu works at Tsinghua University and Yuguo Li works at The University of Hong Kong.
