- Research Article
- 10.37665/smvtyav71219
Implementing ‘Integrated Predictive Manufacturing’ at an EMS Provider – A Continuous Improvement Approach
- Sep 01, 2002
- SMTA International
- Thanigai Kumar S Vellore + 3 more +3
Spurred by the increasing competition among the Electronics Manufacturing Service (EMS) providers and in response to the needs of the Original Equipment Manufacturers (OEMs), a new model of manufacturing that epitomizes an integrated and predictive manufacturing environment is being proposed. The dynamic nature of the EMS environment mandates the need for a manufacturing schema that is both integrated and predictive (rather than reactive). This research is part of an ongoing effort to establish an integrated predictive manufacturing model through the concept of ‘continuous improvement’. The first step was to perform a general analysis of the operational structure and losses in a manufacturing environment. Once the losses were identified, they were grouped into equipment, production, process, operational, and material related losses. The key performance indicators for monitoring the variety of losses were identified. Process, equipment, operational and production monitoring tools were developed based on these performance indicators. Based on this understanding, a formal requirement specification was established. Shop floor control systems that provide on-line information on Work In Progress (WIP) status, defect-data, finished goods ‘genealogy’ and unitlevel traceability through data captured throughout the entire manufacturing cycle are being developed and implemented. Process metrics like first pass yield, Defects Per Unit (DPU), and Defects Per Million Opportunities (DPMO) are shared with shop floor personnel in real time by the application of proven Internet technologies. Real time Statistical Process Control (SPC) charts and process triggers, which serve as proactive tools in predicting ‘out-of-control’ situations, were also developed. Process metrology tools were developed through interfaces developed for inspection equipments like Automated Optical Inspection (AOI) and X-ray Laminography. Since a major portion of electronics manufacturing at an EMS provider is performed by capital intensive Surface Mount Technology (SMT) equipment, the performance of these pieces of equipment plays a major role in deciding the performance of the line, which in turn impacts the performance of the plant. Therefore, an integrated system with the capability to collect real-time data from production equipment and provide information on critical performance indicators like machine/line/plant utilization, downtime and component placement reports, which enhance the operational efficiency of the plant, are being implemented. Standardization of manufacturing practices and documentation and their influence on reduction in manufacturing lead-time is investigated in this paper.
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