Metrics and Methods to Assess Building Fault Detection and Diagnosis Tools

Stephen Frank, Xin Jin, Liang Zhang, Guanjing Lin, Rupam Singla, Amanda Farthing, Jessica Granderson

Research output: NRELTechnical Report

Abstract

This paper presents the research methodology and findings related to fault definition, input samples, and evaluation metrics. We discuss these findings in light of key considerations for FDD algorithm performance testing, and conclude with recommendations and suggested areas of future work.
Original languageAmerican English
Number of pages30
DOIs
StatePublished - 2019

NREL Publication Number

  • NREL/TP-5500-72801

Keywords

  • algorithms
  • buildings
  • fault detection
  • fault diagnosis
  • FDD

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