Articles producció científica> Química Analítica i Química Orgànica

Process Monitoring of Moisture Content and Mass Transfer Rate in a Fluidised Bed with a Low Cost Inline MEMS NIR Sensor

  • Dades identificatives

    Identificador: imarina:6285535
    Autors:
    Avila, Claudio R.Ferre, Joande Oliveira, Rodrigo Rochade Juan, AnnaSinclair, Wayne E.Mahdi, Faiz M.Hassanpour, AliHunter, Timothy N.Bourne, Richard A.Muller, Frans L.
    Resum:
    Purpose The current trend for continuous drug product manufacturing requires new, affordable process analytical techniques (PAT) to ensure control of processing. This work evaluates whether property models based on spectral data from recent Fabry-Perot Interferometer based NIR sensors can generate a high-resolution moisture signal suitable for process control. Methods Spectral data and offline moisture content were recorded for 14 fluid bed dryer batches of pharmaceutical granules. A PLS moisture model was constructed resulting in a high resolution moisture signal, used to demonstrate (i) endpoint determination and (ii) evaluation of mass transfer performance. Results The sensors appear robust with respect to vibration and ambient temperature changes, and the accuracy of water content predictions (+/- 13 % ) is similar to those reported for high specification NIR sensors. Fusion of temperature and moisture content signal allowed monitoring of water transport rates in the fluidised bed and highlighted the importance water transport within the solid phase at low moisture levels. The NIR data was also successfully used with PCA-based MSPC models for endpoint detection. Conclusions The spectral quality of the small form factor NIR sensor and its robustness is clearly sufficient for the construction and application of PLS models as well as PCA-based MSPC moisture models. The resulting high resolution moisture content signal was successfully used for endpoint detection and monitoring the mass transfer rate.
  • Altres:

    Autor segons l'article: Avila, Claudio R.; Ferre, Joan; de Oliveira, Rodrigo Rocha; de Juan, Anna; Sinclair, Wayne E.; Mahdi, Faiz M.; Hassanpour, Ali; Hunter, Timothy N.; Bourne, Richard A.; Muller, Frans L.;
    Departament: Química Analítica i Química Orgànica
    Autor/s de la URV: Ferré Baldrich, Joan
    Paraules clau: Online process monitoring Near infrared spectroscopy Mems fabry-pérot interferometer sensor Mass transfer resistance Fluidised bed drying near infrared spectroscopy mems fabry-pérot interferometer sensor mass transfer resistance fluidised bed drying
    Resum: Purpose The current trend for continuous drug product manufacturing requires new, affordable process analytical techniques (PAT) to ensure control of processing. This work evaluates whether property models based on spectral data from recent Fabry-Perot Interferometer based NIR sensors can generate a high-resolution moisture signal suitable for process control. Methods Spectral data and offline moisture content were recorded for 14 fluid bed dryer batches of pharmaceutical granules. A PLS moisture model was constructed resulting in a high resolution moisture signal, used to demonstrate (i) endpoint determination and (ii) evaluation of mass transfer performance. Results The sensors appear robust with respect to vibration and ambient temperature changes, and the accuracy of water content predictions (+/- 13 % ) is similar to those reported for high specification NIR sensors. Fusion of temperature and moisture content signal allowed monitoring of water transport rates in the fluidised bed and highlighted the importance water transport within the solid phase at low moisture levels. The NIR data was also successfully used with PCA-based MSPC models for endpoint detection. Conclusions The spectral quality of the small form factor NIR sensor and its robustness is clearly sufficient for the construction and application of PLS models as well as PCA-based MSPC moisture models. The resulting high resolution moisture content signal was successfully used for endpoint detection and monitoring the mass transfer rate.
    Àrees temàtiques: Saúde coletiva Química Pharmacology (medical) Pharmacology & pharmacy Pharmacology Pharmaceutical science Organic chemistry Odontología Molecular medicine Medicina veterinaria Medicina ii Medicina i Materiais Interdisciplinar General medicine Farmacia Engenharias ii Ciências biológicas iii Ciências biológicas ii Ciências biológicas i Chemistry, multidisciplinary Chemistry Biotecnología Biotechnology Astronomia / física
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 07248741
    Adreça de correu electrònic de l'autor: joan.ferre@urv.cat
    Identificador de l'autor: 0000-0001-6240-413X
    Data d'alta del registre: 2023-02-19
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Enllaç font original: https://link.springer.com/article/10.1007/s11095-020-02787-y
    Referència a l'article segons font original: Pharmaceutical Research. 37 (5): 84-
    Referència de l'ítem segons les normes APA: Avila, Claudio R.; Ferre, Joan; de Oliveira, Rodrigo Rocha; de Juan, Anna; Sinclair, Wayne E.; Mahdi, Faiz M.; Hassanpour, Ali; Hunter, Timothy N.; Bo (2020). Process Monitoring of Moisture Content and Mass Transfer Rate in a Fluidised Bed with a Low Cost Inline MEMS NIR Sensor. Pharmaceutical Research, 37(5), 84-. DOI: 10.1007/s11095-020-02787-y
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    DOI de l'article: 10.1007/s11095-020-02787-y
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2020
    Tipus de publicació: Journal Publications
  • Paraules clau:

    Biotechnology,Chemistry,Chemistry, Multidisciplinary,Molecular Medicine,Organic Chemistry,Pharmaceutical Science,Pharmacology,Pharmacology & Pharmacy,Pharmacology (Medical)
    Online process monitoring
    Near infrared spectroscopy
    Mems fabry-pérot interferometer sensor
    Mass transfer resistance
    Fluidised bed drying
    near infrared spectroscopy
    mems fabry-pérot interferometer sensor
    mass transfer resistance
    fluidised bed drying
    Saúde coletiva
    Química
    Pharmacology (medical)
    Pharmacology & pharmacy
    Pharmacology
    Pharmaceutical science
    Organic chemistry
    Odontología
    Molecular medicine
    Medicina veterinaria
    Medicina ii
    Medicina i
    Materiais
    Interdisciplinar
    General medicine
    Farmacia
    Engenharias ii
    Ciências biológicas iii
    Ciências biológicas ii
    Ciências biológicas i
    Chemistry, multidisciplinary
    Chemistry
    Biotecnología
    Biotechnology
    Astronomia / física
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