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r2022a version 9.12.0.1956245  (MathWorks Inc)


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    MathWorks Inc r2022a version 9.12.0.1956245
    R2022a Version 9.12.0.1956245, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/r2022a+version+9%2E12%2E0%2E1956245/10__1016_slash_j__compchemeng__2024__108647-52-5-9
    Average 90 stars, based on 1 article reviews
    r2022a version 9.12.0.1956245 - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Data fusion of Raman spectra in MSPC for fault detection and diagnosis in pharmaceutical manufacturing
    Article Snippet: This study investigates the use of Raman spectroscopy fused with other types of data (e.g., pH, temperature and turbidity) for multivariate statistical process control of two pharmaceutical case studies: one simulated industrial-scale fed-batch process for the production of penicillin and one real lab-scale crystallization process.. The monitoring schemes are built on local principal component analysis models and hyper-parameters are tuned with regards to highest accuracy in fault detection.. Accuracies above 90% are obtained for all types of data and level of DF.



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