Artificial Intelligence in Performance-Driven Design: Theories, Methods, and Tools

A 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.

From the brand

Make AI work for you.

From ChatGPT to agentic AI, quantum computing to prompt engineering, large language models, the ethics of AI, and beyond, Wiley has the guides you need to join the AI revolution and make artificial intelligence work for you.

AI & Built Environment

Publisher ‏ : ‎ Wiley
Publication date ‏ : ‎ May 21, 2024
Edition ‏ : ‎ 1st
Language ‏ : ‎ English
Print length ‏ : ‎ 304 pages
ISBN-10 ‏ : ‎ 1394172060
ISBN-13 ‏ : ‎ 978-1394172061
Item Weight ‏ : ‎ 3.21 pounds
Dimensions ‏ : ‎ 6.9 x 0.8 x 9.9 inches
Best Sellers Rank: #5,919,233 in Books (See Top 100 in Books) #2,210 in CAD Graphic Design Guides #4,401 in Architectural Drafting & Presentation #5,997 in Architecture (Books)