Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools

Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools

TitleDevelopment and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools
Publication TypeJournal Article
Year of Publication2020
AuthorsGuanjing Lin, Marco Pritoni, Yiming Chen, Jessica Granderson
JournalEnergies
Volume13
Keywordsfault correction; fault detection and diagnostics; building operation; energy efficiency; field testing
Abstract

A fault detection and diagnostics (FDD) tool is a type of energy management and information system that continuously identifies the presence of faults and eciency improvement opportunities through a one-way interface to the building automation system and the application of automated analytics. Building operators on the leading edge of technology adoption use FDD tools to enable median whole-building portfolio savings of 8%. Although FDD tools can inform operators of operational faults, currently an action is always required to correct the faults to generate
energy savings. A subset of faults, however, such as biased sensors, can be addressed automatically, eliminating the need for sta intervention. Automating this fault “correction” can significantly increase the savings generated by FDD tools and reduce the reliance on human intervention. Doing so is expected to advance the usability and technical and economic performance of FDD technologies. This paper presents the development of nine innovative fault auto-correction algorithms for Heating, Ventilation, and Air Conditioning pi(HVAC) systems. When the auto-correction routine is triggered, it overwrites control setpoints or other variables to implement the intended changes. It also discusses the implementation of the auto-correction algorithms in commercial FDD software products, the integration of these strategies with building automation systems and their preliminary testing.

DOI10.3390/en13102598