Variability controlled with artificial intelligence (AI) software. A digital twin-based AI optimizer was deployed to run alongside advanced process controllers (APCs). Results include a 1% increase in mill production throughput with annual topline impact of $3-4 million for the mine. See 4 objectives for recurrent neural networks and self-adaptive tuning.
An Industrial Internet of Things (IIoT)-enabled global process validation system with advanced process control (APC) capabilities can accelerate manufacturing efficiency, production capacity and reduce production cycle time for the COVID-19 vaccine rollout.
Zero downtime is a requirement for many water/wastewater processes, often necessitating upgrading legacy automation by migrating existing code
Largest U.S. rotary heat-treating facility modernizes controls and automation with tight database integration.
Control Engineering's most clicked articles in November 2020 included stories about SCADA, HMI and MES projects, VFD parameter changes, advanced process control, how integrators can help with IIoT applications, and more. Miss something? You can catch up here.
Articles about changes for advanced process control, how augmented and virtual reality can reduce manufacturing skills gap, SCADA, HMI and MES projects, and more were Control Engineering’s five most clicked articles from Nov. 2-8, 2020. Miss something? You can catch up here.
In advanced process control (APC), closed-loop multivariable control brings the inherent benefits of greater timeliness and consistency, fewer alarms and constraint violations and more effective process optimization. Multivariable control is core to most process operations. See “What is ‘real-time’ optimization?”
Control Engineering's most clicked articles in September 2020 included stories about the younger workforce leading manufacturing, programmable logic controllers, multivariable controls, wastewater treatment, robotics and COVID-19, and more. Miss something? You can catch up here.
When other methods fail, AI is a critical finding and solving tool
Feedforward and feedback: Multivariable control, like single-loop control, can be accomplished primarily with feedback control and selective (not wholesale) use of feedforward.