Literature review of artificial intelligence and knowledge-based expert systems in buildings and HVAC&R system design

Itzhak Maor, T Agami Reddy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Abstract

Building and HVAC&R design professionals are being required to evaluate numerous design alternative and properly justify their final conceptual selection. This trend, coupled with the retirement of experienced designers, increasing complexity of energy price structure, and unwillingness of clients and building owners to commit additional funds to the design phase itself, can only be satisfied by approaching the conceptual design process in a more scientific, comprehensive, and rotational manner a against the current empirical, and often ad hoc, approach. Knowledge-based expert systems (KBES) offer a promising solution to this problem of conceptual design. Numerous KBES studies are available in the AHSRAE and allied literature that relate to areas such as diagnostics, energy consumption analysis, maintenance, and operation. Relatively little exists in using knowledge-based systems for HVAC&R conceptual design. This paper consists essentially of two sections: a background on artificial intelligence (AI) methods and a literature review of KBES applied to engineering design. The purpose of this literature review is not to cover all areas where KBES can be applied but to focus on the specific area of conceptual design involving synthesis of HVAC&R components. A subsequent paper will present and illustrate a new methodology based on a combination of KBES and algorithmic tools that allows the rational conceptual design and selection of secondary and primary components of HVAC&R systems.

Original languageEnglish (US)
Title of host publicationASHRAE Transactions
EditorsM. Geshwiler, E. Howard, C. Helms
Pages12-26
Number of pages15
Volume109 PART 1
Publication statusPublished - 2003
Externally publishedYes
EventTechnical and Symposium Papers Presented At the 2003 Winter Meeting of The ASHRAE - Chicago, IL, United States
Duration: Jan 26 2003Jan 29 2003

Other

OtherTechnical and Symposium Papers Presented At the 2003 Winter Meeting of The ASHRAE
CountryUnited States
CityChicago, IL
Period1/26/031/29/03

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ASJC Scopus subject areas

  • Fluid Flow and Transfer Processes

Cite this

Maor, I., & Reddy, T. A. (2003). Literature review of artificial intelligence and knowledge-based expert systems in buildings and HVAC&R system design. In M. Geshwiler, E. Howard, & C. Helms (Eds.), ASHRAE Transactions (Vol. 109 PART 1, pp. 12-26)