Monitoring the Cleaning Process using Industry 4.0 Methodology
Assemblers of printed circuit boards seek to provide their customers with high-quality products at the lowest possible cost. The total cost of production must take into account the complete product lifecycle including warranty,recalls and repairs. Systems designed to achieve optimal use of materials and resources through the cleaning process can provide process engineers valuable information for reducing part to part variation and improved quality. Industry 4.0 tracking,monitoring and data analytics systems applied to the cleaning process can give process engineers real-time process information and quality data. An external data acquisition system utilizing analog-to-digital,digital I/O,encoder interface and barcode reading capabilities gives process engineers data on each board processed through the cleaning syst e m. Reflow conditions,wash chemistry control,temperature probes,pressure transducers,pressure switches,DI water resistivity and encoders can be integrated to monitor,track and accumulate data for real-time analytics. Applying analytics to the cleaning process improve quality and consistency lot to lot. Analytics gives process engineers the ability to gain insight from process data monitored and tracked while cleaning production assemblies. They allow engineers to identify common threads and valuable intelligence about system operations. Traceability of cleaning process conditions is a sure proof of compliance. This designed experiment monitors reflow and cleaning process conditions over an extended period. Data analytics will be applied to data from production PCB cleaning operations. Process issues discovered and proactive actions to keep the system in control will be reported.