Over the years, data acquisition systems and sensor technology have made it easier to track and improve OEE scores — now AI and ML can find nuances in data to up performance.
While you can measure and chart OEE manually, today’s AI and ML-based technologies with smart sensors can help processors find the little things that can improve availability, performance and quality — leading to autonomous manufacturing.
AI looks to be a panacea for making better inspection choices, but knowing specifically what the inspection criteria should be needs to be in place before employing an AI-based system.
AI looks to be a panacea for making better inspection choices, but knowing specifically what the inspection criteria should be needs to be in place before employing an AI-based system.
Ahmik Hindman, senior networks and security consultant at Rockwell Automation, recently spoke about how food manufacturers can assess cybersecurity risks, implement security patches and build a cybersecurity risk management system.
Even though new processing and packaging equipment today has maintenance tools built in, proper planning and integration into an enterprise maintenance management system makes repair activities easier to track and helps prevent a stockroom full of expensive parts that are never needed.
AI, machine learning and robotics not only improve product flow, but also can attract young talent that’s grown up with computers and easily adapts to new technologies.
The ubiquitous milk and juice carton—lined with polymers and often aluminum—can be upcycled into new and useful products ranging from building materials to shoes and furniture.
While a brand-new greenfield plant may not be realistic, incremental automation upgrades based on existing resources and future needs can provide cost-effective solutions without obsoleting existing processes and equipment.
Keeping bacteria out of food facilities involves a committed risk-based approach to sanitation and being diligent day-to-day in cleaning and keeping records of past bacteria locations—plus training employees to be ever mindful of thorough and effective cleaning.
International research finds potential energy savings of 25 terawatt-hours per year and decreased carbon emissions equivalent to 3.8 million cars taken off the road.
What’s not to like about improving sustainability and protecting the environment while saving energy and money—and best of all, no equipment or software expenditures are necessary.