Software-based fault detection for multicircuit building lighting systems
Lighting systems account for over 11% of total commercial building energy use and represent a similar proportion of energy wasted due to faults (NRCan 2013). Many building managers use aggressive preventative maintenance to address lighting faults and, as such, will often prematurely change bulbs on a schedule. With a typicalbulb life ofmore than 20,000 hours, premature maintenance can generate significant and preventable waste. Power submonitoring has become popular over the last decade, providing researchers with additional opportunities to monitor and manipulate live lighting systems. Floor-level power monitoring granularity is not an unreasonable expectation in modern buildings. This paper uses floor-level building automation system (BAS) data to characterize the lighting system, develop active and passive fault detection approaches, and present the data in a manner that is easy to assimilate. The active approach is based on systemic manipulation and monitoring of the lighting circuits, while the passive approach was based on deductive observations during runtime. It was found that both active and passive fault detection could identify faults within one hour or slightly over one state change, respectively, and that even with only one power meter, inferences could be made for multiple circuits.
|Conference||2018 ASHRAE Winter Conference|
Bursill, J. (Jayson), O'Brien, W, & Beausoleil-Morrison, I. (2018). Software-based fault detection for multicircuit building lighting systems. In ASHRAE Transactions (pp. 159–170).