Predictive Maintenance of home appliances: Focus on Washing Machines
Luís Lino Ferreira, Andre Oliveira, Nuno Teixeira, Barış Bulut, Jorge Landeck, N. MORGADO, Orlando Sousa
Abstract
The remote maintenance of home appliances, like washing machines, air conditioning, and heating system is a complex problem, but with the help of the ongoing developments on Internet of Things, Data Analysis and Artificial Intelligence, the problem can now be tackled with success. This paper mostly focus in presenting the architecture developed within the aim of the SMART-PDM project for the acquisition of data on the operation of home appliances and then it also shows some preliminary results for washing machines, which give some hints on how to fine tune the system to achieve predictive maintenance and condition monitoring.
Topics & Concepts
Focus (optics)Predictive maintenanceInternet of ThingsComputer scienceThe InternetHome automationArchitectureAir conditioningEngineeringEmbedded systemReliability engineeringWorld Wide WebTelecommunicationsArtPhysicsVisual artsMechanical engineeringOpticsSmart Grid Energy ManagementIoT-based Smart Home SystemsIndustrial Automation and Control Systems