Data-Driven Soft-Sensor Modeling for Product Quality Estimation Using Case-Based Reasoning and Fuzzy-Similarity Rough Sets

@article{Zhou2014DataDrivenSM,
  title={Data-Driven Soft-Sensor Modeling for Product Quality Estimation Using Case-Based Reasoning and Fuzzy-Similarity Rough Sets},
  author={Ping Zhou and Shaowen Lu and Tianyou Chai},
  journal={IEEE Transactions on Automation Science and Engineering},
  year={2014},
  volume={11},
  pages={992-1003}
}
Efficient operation of the integrated optimization or automation system in an industrial plant depends mainly on good measurement of product quality. However, measuring or estimating the product quality online in many industrial plants is usually not feasible using the available techniques. In this paper, a data-driven soft-sensor using case-based reasoning… CONTINUE READING