De-skilling industrial laser process development

A knowledge-based adaptive control environment is constructed to enhance the cost performance of a laser manufacturing system, this decreases the dependence on a skilled technician and reduces process development lead time. The control environment consists of two shells: a pre-process knowledge-based management system (KBMS) expert shell and an adaptive process controller. Experimental results are presented which show how effectively the adaptive control system improves process quality.