Process Quality Indicator Modeling
Process signals are compared to the laboratory result, assessing whether the risk of deviation can be detected earlier.
How it is applied Chemicals, plastics and packaging production
What value can be created- The technologist has previously received information on possible quality deviation
What is needed for this to work- Synchronized batch data
- Model verification for different products
Search results for unusual product tests
Serial product test data helps to select an unusual combination of results for the engineer's study.
How it is applied Electronics and electrotechnical product manufacturing
What value can be created- Engineer selects unusual test results faster
What is needed for this to work- Product and Test Program Versions
- Confirmed causes of errors
Selection of batch record tolerances for quality review
Production and laboratory records are compared to the approved process progress and data from similar batches. The quality specialist receives unusual combinations and their sources for additional verification; the batch's decision remains his responsibility.
How it is applied Pharmaceutical and medical device manufacturing
What value can be created- Unusual combinations of records and missing data have been seen before
What is needed for this to work- Approved application purpose and verification procedure
- Agreed process and laboratory data
Video analysis for label and packaging control
The date code, label variant or visible defect is checked against the standard for a specific product.
How it is applied Food and beverage production
What value can be created- Previously Visible Date and Label Errors
What is needed for this to work- Approved versions of labels
- Checking what product defects can be detected by video control
Video verification of the assembled configuration
The image helps to verify the presence of visible components and their position according to the approved assembly option.
How it is applied Machinery, equipment and component manufacturing
What value can be created- Missing visible components are previously detected before transmission
What is needed for this to work- Configuration benchmarks
- Clear spans for invisible connections
Video analysis of wood and finishing surfaces
The defect attribute is linked to the detail and technological stage so that the quality can be checked up to more expensive work.
How it is applied Timber, furniture and interior manufacturing
What value can be created- Surface defects are seen before more expensive processing stages
What is needed for this to work- Uniform Classification of Defects
- Stable imaging conditions
Tool Wear Signals Analysis
Machine data and the approved condition of the tool help determine the right moment of inspection or change.
How it is applied Metal and metal products manufacturing
What value can be created- Checking or changing the tool is planned at a more appropriate time
What is needed for this to work- Comparable working modes
- History of tool use and checks
Prediction and verification of the maturing time of a product
Measurements and validated tests are used to verify the product's maturity estimate; release is accepted by the responsible professional.
How it is applied Construction materials and structures manufacturing
What value can be created- More precisely, the planned time for product inspection and release
What is needed for this to work- Product-appropriate model
- Reliable testing and process measurements
Review of virtual clothing samples
The digital model helps to discuss proportions and the design option before a physical example.
How it is applied Textile, apparel and consumer goods manufacturing
What value can be created- Changes to the structure are discussed even before the physical sample is produced
What is needed for this to work- Reliable lecals and dimensions
- Limits on the application of the tissue behaviour model