Industry Insights and Technical Articles
Notes from real production lines: why SOP documents do not translate into execution, how to choose between the available detection methods, and how to validate results after go-live.
All technical articles
Practical articles on line SOP execution, process error prevention, missing-step alarms and production traceability, newest first.
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Vision Monitoring at the Semiconductor Die Bonder
Semiconductor packaging stations are characterised by high precision, fast cycle times and strict cleanliness.…
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Lighting Design for Vision SOP
The ceiling on detection accuracy is set at the imaging stage. With the right light the judgement reduces to a…
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Wrong-Assembly Alarms Without the False Alarms
The most common reason a visual SOP project fails is not poor recognition — it is too many false alarms, and t…
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Process Evidence in Device Assembly
Visual inspection in medical device assembly differs from most industries in one respect: it is not only error…
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Defining False-Alarm and Miss Rates
The key to both metrics is not the numerator but the denominator and the counting convention. False-alarm rate…
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Support and SLA After Go-Live
The after-sales clause that causes the most trouble is the one that blends “respond” with “resolve”. A workabl…
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Preventing Skipped Steps in Production
A skipped step and a missing operation are different problems. In a skipped step every operation was performed…
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Can Shop Floor Video Go to the Cloud
Technically there is nothing stopping it, but whether it is wise depends on which kind of data you upload. Equ…
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Global vs Rolling Shutter
A global shutter sensor exposes the whole array at once, so fast movement stays the right shape; a rolling shu…
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How Visual SOP Connects to MES
The hard part of integration is not the technology choice — it is defining what you actually need to trace. On…
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Error-Proofing Cell Assembly
Cell assembly error-proofing starts from a premise most industries do not have: the steps are effectively irre…
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Cutting False Alarms on the Line
False alarms are not tuned away with one parameter. They are managed in layers: agree what counts as a false a…
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Popular articles
The most-read articles, for a quick grasp of SOP deployment and process error prevention.
- alarm fatigue Many visual SOP systems are not beaten by technical problems — they are muted by the floor. Once ala…
- visual SOP camera selection Camera selection for visual SOP is not the same as for product inspection. The subject is actions an…
- semiconductor die bonding Semiconductor packaging stations are characterised by high precision, fast cycle times and strict cl…
- wrong assembly alarms The most common reason a visual SOP project fails is not poor recognition — it is too many false ala…
- preventing skipped steps A skipped step and a missing operation are different problems. In a skipped step every operation was…
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