soft sensors
Standard dataset of the Tennessee–Eastman (TE) process.
The overall process consists of five operating units: reactor, condenser, vapor-liquid separator, recycle compressor and product stripper.
It has standard training and test data sets for soft sensor, fault detection and diagnosis, fault classification, etc. Each data set is under different operating conditions.
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Sensor arrays are ubiquitous. They capture images in digital cameras, record the swipes of our fingers on the screens of our phones and tablets, or map pressure distribution over an area. Soft capacitive sensor arrays have been proposed to make electronic pressure-sensing skins capable of identifying the location and intensity of touch. However, large arrays of those sensors remain challenging to produce, as they require high-resolution patterning of electrodes and routing of long and thin electrical connections.
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