Verkauf durch Sack Fachmedien

Zhang / Lin

Artificial Intelligence in Building Performance Analytics

Medium: Buch
ISBN: 978-981-9240-49-4
Verlag: Springer Verlag, Singapore
Erscheinungstermin: 03.12.2026
vorbestellbar, Erscheinungstermin ca. Dezember 2026

This book (1) integrates artificial intelligence into modeling, evaluation, and optimization of building systems, enabling multi-scale and multi-objective analysis; (2) uncovers the underlying mechanisms and interdependencies influencing building energy, comfort, and carbon performance across spatial and temporal dimensions; (3) presents cutting-edge analytical and optimization methods that support data-informed design, diagnosis, and operation; and (4) demonstrates the applicability and scalability of AI techniques through representative case studies and methodological examples. By uniting theoretical advancement with practical implementation, this book offers both a scientific foundation and a reference guide for researchers, engineers, and policymakers striving to enhance the intelligence, efficiency, and sustainability of the built environment.


Produkteigenschaften


  • Artikelnummer: 9789819240494
  • Medium: Buch
  • ISBN: 978-981-9240-49-4
  • Verlag: Springer Verlag, Singapore
  • Erscheinungstermin: 03.12.2026
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2026
  • Produktform: Gebunden
  • Seiten: 375
  • Format (B x H): 155 x 235 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction to Building Performance Analytics.- Green Motivation Exploration.- Green Certification Valuation.- Spatio-Temporal Heterogeneity Analysis.- Driving Force Analysis.- Building Energy Consumption Estimation.- Green Building Evaluation and Diagnosis.- Building Energy Consumption Forecast.- Anomalies Detection in Energy Consumption.- Building Energy Consumption Mitigation.- Energy-Efficient Building Design.- Building Green Retrofit Planning.- Optimization-Based HVAC Control.- Conclusions and Future Directions.