Manual and Auto Modes Fighting Each Other? Give the Output One Owner

Manual and Auto Modes Fighting Each Other? Give the Output One Owner

A machine can behave unpredictably when manual and automatic routines both write the same actuator command.

Read More
PID Loop Keeps Hunting? Check the Valve and Signal Before Retuning

PID Loop Keeps Hunting? Check the Valve and Signal Before Retuning

An oscillating process value does not automatically mean the PID gains are wrong.

Read More
PID Output Jumps When You Switch to Auto? Check Tracking and Initialization

PID Output Jumps When You Switch to Auto? Check Tracking and Initialization

A jump during manual-to-auto transfer often indicates that the automatic controller\’s internal state does not align with the current operating output.

Read More
PLC Alarm Won\’t Stop Chattering? Separate Deadband From Delay

PLC Alarm Won\’t Stop Chattering? Separate Deadband From Delay

An alarm that repeatedly turns on and off near its threshold can overwhelm an operator without providing new information.

Read More
PID Step Test Gone Wrong? Define the Test Before Touching the Output

PID Step Test Gone Wrong? Define the Test Before Touching the Output

A useful step-response test starts with a plan for what will change, what will be measured, and when the test will stop.

Read More
How Modernizing Old Equipment Improved Productivity: Industrial Case Study

How Modernizing Old Equipment Improved Productivity: Industrial Case Study

Modernizing old industrial equipment is one of the most cost-effective ways to increase productivity without replacing entire machines. In this case study, we break down how a manufacturing plant transformed outdated systems into a modern, efficient, and maintainable production line—without the high cost of full equipment replacement. Background A mid-sized manufacturing facility was running several…

Read More