Ubiquitous computing for dynamic condition‐based maintenance

Aitor Arnaiz Irigaray, Eduardo Gilabert, Erkki Jantunen, Adam Adgar

Research output: Contribution to journalArticlepeer-review

227 Downloads (Pure)


Purpose - The purpose of the paper is to describe a flexible architecture concept to provide an ubiquitous computing framework where condition based maintenance data and information can be easily accessed, and maintenance decisions may be performed wherever required.
Design/methodology/approach - The architecture is based on a platform of intelligent web services, and logically structured decision layers based on the OSA-CBM definition, from condition monitoring to decision support, and provides automated extraction of results. The application of web services is demonstrated, first related with an original vision on the adoption of mobile devices for dynamic maintenance management solutions, and then with a more conventional web based predictive maintenance management system.
Findings – Scenarios for the upgrade of existing preventive maintenance practices towards condition based strategies are sufficiently different to require customised solutions. A web based platform can work with such differences in a cost-effective way.
Research limitations/implications - Further research can expand the actual platform by embedding new complementary web services.
Practical implications – Condition based strategies can provide clear savings in many maintenance activities. The platform described will provide the necessary flexibility to industrial users to manage the volume of data and information needed in condition based maintenance (CBM).
Originality/value - The platform is flexible enough to provide intelligent processing „on-demand‟ and ubiquitously, with a three-level configuration of web services, agents and interfaces that facilitates interoperability with existing legacy systems. Finally, the platform can grow according to the needs of the user (e.g. new information, increased knowledge on the process, new measurements, etc)
Original languageEnglish
Pages (from-to)151-166
JournalJournal of Quality in Maintenance Engineering
Issue number2
Publication statusPublished - 29 May 2009


Dive into the research topics of 'Ubiquitous computing for dynamic condition‐based maintenance'. Together they form a unique fingerprint.

Cite this