Time Series Analysis in Compressor-Based Machines: A Survey

arXiv:2402.17802v1 Announce Type: new
Abstract: In both industrial and residential contexts, compressor-based machines, such as refrigerators, HVAC systems, heat pumps and chillers, are essential to fulfil production and consumers' needs. The diffusion of sensors and IoT connectivity supports the development of monitoring systems able to detect and predict faults, identify behavioural shifts and forecast the operational status of machines and of their components. The focus of this paper is to survey the recent research on such tasks as Fault Detection, …

abstract analysis arxiv compressor connectivity consumers cs.lg development diffusion heat hvac identify industrial iot iot connectivity machines monitoring production sensors series survey systems time series type