HIGHLIGHTS
- who: August et al. from the Tsinghua University, China have published the research work: Optimization of multi-mode cation for process monitoring, in the Journal: (JOURNAL)
- what: In this contribution, a study of the effect of dimensionality reduction and clustering methods, as well as hyperparameter selection over the performance of automatic labeling is presented. While there are countless nonlinear relationships in chemical engineering, plants typically operate in regimes where a linear approximation is appropriate, which is a major reason for the success of PCA in industrial processing (Joswiak et_al, 2019). Ease of implementation, simplicity, efficiency . . .
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