Manufacturing Line Commissioning

Assembly Line

Debug, Checkout and Startup

📅 Date:

✍️ Author: Austin Weber

🔖 Topics: Manufacturing Line Commissioning, Digital Twin

🏢 Organizations: RND Automation


After months of developing processes, creating drawings and integrating components, your automated assembly machine is finally complete. All that needs to be done now is hit the start button, right? Not so fast. Debug, checkout and startup come first. “Debug” means to search for and eliminate malfunctioning elements. “Checkout” refers to the test of a machine or system for proper functioning. “Startup” is the act of initiating a production process on the plant floor.

“Debug, checkout and startup are the most important parts of any automation project,” claims Sean Dotson, PE, former president and chief technology officer of systems integrator RND Automation. “I’ve seen some companies that cut corners, thinking everything is good enough just so they can get a machine out the door on time. Saying ‘we’ll fix it at the customer’s site’ is a recipe for disaster. A machine like that will never be 100 percent correct. “Debug is what gets you to the factory acceptance test,” explains Dotson. “If a machine works at that stage, then it should work when it arrives on the floor of the customer’s facility.

Read more at Assembly

Challenges In Ramping New Manufacturing Processes

Manufacturing line design configuration with optimized resource groups

📅 Date:

✍️ Author: Takahiro Nakano

🔖 Topics: Genetic Algorithm, Manufacturing Line Commissioning

🏢 Organizations: Hitachi


Skilled line engineers spend several months designing a manufacturing line based on their experience. Optimization of the four design specifications from the viewpoint of productivity and equipment continuity is required for the line design process. However, these four design specifications are highly dependent on each other and the number of feasible combinations of the specifications is enormous and difficult to automate.

To solve these issues, our research introduces the concept of a resource group that enables a methodology to solve the four design items hierarchically and develops methods to quickly build new manufacturing lines in response to changes in product varieties and manufacturing fluctuations in a factory.

Read more at Hitachi Industrial AI Blog