%0 Journal Article %A Qurban A Memon and Mohammad S. Laghari %D 2007 %J International Journal of Computer and Information Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 10, 2007 %T Building Relationship Network for Machine Analysis from Wear Debris Measurements %U https://publications.waset.org/pdf/58 %V 10 %X Integration of system process information obtained through an image processing system with an evolving knowledge database to improve the accuracy and predictability of wear debris analysis is the main focus of the paper. The objective is to automate intelligently the analysis process of wear particle using classification via self-organizing maps. This is achieved using relationship measurements among corresponding attributes of various measurements for wear debris. Finally, visualization technique is proposed that helps the viewer in understanding and utilizing these relationships that enable accurate diagnostics. %P 3123 - 3127