000			02797nam a22002777a 4500
003			OSt
005			20250618082222.0
008			250618b |||||||| |||| 00| 0 eng d
020			_a9781394172092
024			_2doi _a10.1002/9781394172092
040			_aTUPM _beng _cTUPM _dTUPM _erda
100			_aAbbasabadi, Narjes _eeditor.
245			_aArtificial intelligence in performance-driven design : _btheories, methods, and tools / _hebook _cedited by: Narjes Abbasabadi, MehdiAshayeri
260			_bJohn Wiley & Sons, Inc., _c2024.
336			_2rdacontent
337			_2rdamedia
338			_2rdacarrier
504			_aIncludes bibliographic references and index.
520			_aA definitive, interdisciplinary reference to using artificial intelligence technology and data-driven methodologies for sustainable design Artificial Intelligence in Performance-Driven Design: Theories, Methods, and Tools explores the application of artificial intelligence (AI), specifically machine learning (ML), for performance modeling within the built environment. This work develops the theoretical foundations and methodological frameworks for utilizing AI/ML, with an emphasis on multi-scale modeling encompassing energy flows, environmental quality, and human systems. The book examines relevant practices, case studies, and computational tools that harness AI’s capabilities in modeling frameworks, enhancing the efficiency, accuracy, and integration of physics-based simulation, optimization, and automation processes. Furthermore, it highlights the integration of intelligent systems and digital twins throughout the lifecycle of the built environment, to enhance our understanding and management of these complex environments. This book also: - Incorporates emerging technologies into practical ideas to improve performance analysis and sustainable design - Presents data-driven methodologies and technologies that integrate into modeling and design platforms - Shares valuable insights and tools for developing decarbonization pathways in urban buildings - Includes contributions from expert researchers and educators across a range of related fields Artificial Intelligence in Performance-Driven Design is ideal for architects, engineers, planners, and researchers involved in sustainable design and the built environment. It’s also of interest to students of architecture, building science and technology, urban design and planning, environmental engineering, and computer science and engineering.
650			_aEbook
650			_aArchitecture
650			_aArtificial intelligence _xperformance-driven design
700			_aAshayeri, Mehdi _eeditor
856			_uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781394172092 _yWiley Online Library
942			_2lcc _cREF _n0
999			_c29949 _d29949