Choose AMR or AGV from the transport mission, environment and traffic rules. Navigation technology matters, but payload interfaces, safety, fleet behavior and production integration decide whether the system works.
Technology selection should begin with product and process requirements, demand scenarios and acceptance evidence. The machine is one part of a production system that includes flow, people, utilities, quality and maintenance.
The price of a palletizing robot is not the price of a working cell. This guide breaks down the installed cost, explains cases-per-minute calculations and shows how to test ROI against product mix, labor, changeovers and downtime.
Computer vision works when defects are visually observable, imaging can be controlled and errors can be validated against an accepted reference. The business case must price false accepts, false rejects and ongoing model control.
SMED reduces changeover time by separating work that requires a stopped machine from preparation that can happen externally, then simplifying and standardizing the remaining steps without weakening safety or quality.
Short-run automation works when setup, programming and validation can be repeated quickly across a defined product family. Flexibility must be measured in changeover minutes and engineering hours.
ROI, payback and TCO answer different questions. A sound manufacturing decision uses them together with cash flow timing, risk, capacity and operational evidence.
A practical manufacturing guide to energy baseline period, covering evidence, calculations, implementation decisions and verification.
Machinery manufacturers should be compared on verified requirements, lifecycle support and contractual evidence—not presentation quality or purchase price alone.
A practical guide to measuring factory energy use, finding avoidable losses and building an evidence-based efficiency investment roadmap.
A practical manufacturing guide to reduce peak demand manufacturing, covering evidence, calculations, implementation decisions and verification.
A practical manufacturing guide to compressed air energy costs, covering evidence, calculations, implementation decisions and verification.
A practical manufacturing guide to factory electricity bill, covering evidence, calculations, implementation decisions and verification.
Before adding a building or machine, a manufacturer should prove that the constraint is physical rather than a loss of flow, setup time, availability, quality or scheduling. This guide provides a capacity bridge and decision process.
A practical manufacturing guide to industrial energy audit, covering evidence, calculations, implementation decisions and verification.
