Soft sensors in bioprocessing: A status report and recommendations

Luttmann, Reiner, Bracewell, Daniel G., Cornelissen, Gesine, Gernaey, Krist V., Glassey, Jarka, Hass, Volker C., Kaiser, Christian, Preusse, Christian +2 more·2012·Biotechnology Journal
DOI 10.1002/biot.201100506

Cited by (238)

Items 201–238 of 238

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  2. Modeling and optimization of the production of lipids by oleaginous yeasts
    Carlos Eduardo Robles-Rodríguez · 2016
  3. Presentada ante la Facultad de Ingenier´õa de la Universidad Nacional de La Plata como requisito para la obtencion del grado academico de
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  4. Bioreactor Development and Process Analytical Technology
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  5. Control of Microbial Processes
    Kazuyuki Shimizu, Hiroshi Shimizu, Toshiomi Yoshida · 2017
  6. Evaluation of on-line cell viability and L-lactate measurements in soft sensor for mammalian cell cultures
    Alexander Reissig · 2014 · KTH Publication Database DiVA (KTH Royal Institute of Technology)
  7. Model-Based Technologies Enabling Optimal Bioreactor Performance
    R. Simutis, M. Jenzsch, A. Lübbert · 2018 · Bioprocessing Technology for Production of Biopharmaceuticals and Bioproducts
  8. Phase Identification–Based Prediction of Product Formation for 2-Keto-l-Gulonic Acid Fermentation Processes
    Lei Cui, Tao Xu, Zhifeng Wang · 2019 · Process Integration and Optimization for Sustainability
  9. Fuzzy Logic Based Scheduling for 2-keto-L-gulonic Acid Production
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  10. Smart Modular Bioreactor Prototype
    M. C. Riano Jaramillo, R. Robortella, A. C. Tavilla, Igor Stefanini · 2019 · E-Health and Bioengineering Conference (EHB)
  11. Perfusion Bioreactors:The Set-Up and Process Characterisation
    Moritz Wolf, Jean‐Marc Bielser, Massimo Morbidelli · 2020 · Cambridge University Press eBooks
  12. Clinical- and Commercial-Scale Reactors
    Moritz Wolf, Jean‐Marc Bielser, Massimo Morbidelli · 2020 · Cambridge University Press eBooks
  13. Hybrid Modelling and Multi- Parametric Control of Bioprocesses
    Herwig, Christoph · 2018 · MDPI eBooks
  14. Mechanistic and Statistical Modelling of Bioprocesses
    Moritz Wolf, Jean‐Marc Bielser, Massimo Morbidelli · 2020 · Cambridge University Press eBooks
  15. Index
    Moritz Wolf, Jean‐Marc Bielser, Massimo Morbidelli · 2020 · Cambridge University Press eBooks
  16. Introduction
    Toshiomi Yoshida · 2017
  17. Observabilidad y diseño de observadores no-lineales en producción de biocombustibles
    Hilario Flores-Mejia · 2022
  18. Leveraging machine learning to enable real-time phosphorus quantification and process control in wastewater treatment facilities using semi-specific multi-sensor arrays
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  19. การพฒนาซอฟตเซนเซอรสำหรบการทำนายพารามเตอรของการดดซบคารบอนไดออกไซดโดยใชโครงขายประสาทเทยม
    พงศ์พล ธวัชบัณฑิต, เบญจพล เฉลิมสินสุวรรณ, รัชชานนท์ เปี่ยมใจสว่าง · 2022
  20. AVALIAÇÃO DE UM SENSOR VIRTUAL UTILIZANDO REDES NEURAIS: ESTUDO EM UMA USINA DO SETOR SUCROENERGÉTICO
    Jayne dos Santos Lima, Carmonizia da Silva Freire, Juan Moisés Maurício Villanueva, Pablo Ramom Matias De Andrade · 2023 · Anais do Congresso Internacional de Engenharia Mecânica e Industrial
  21. Bioprocess strategies for the efficient production of DNA vaccines
    Satya Sai Pavan, Sandhya Sekhar, Sachin Kumar, Senthilkumar Sivaprakasam · 2024 · Elsevier eBooks
  22. Optimization of a Data-Driven Soft Sensor for Use Cases with Multiple Dimensions
    Fabian Hensler, Alexander Jesser, Nico Strebe · 2024 · IEEE International Conference on Industrial Technology (ICIT)
  23. Metabolic heat based specific growth rate estimators: Does the choice of estimation model influence the state of bioprocesses?
    Satya Sai Pavan, Shikha Solanki, Senthilkumar Sivaprakasam · 2024 · Journal of Bioscience and Bioengineering
  24. Comparison of Linear and Nonlinear State Observer Design Algorithms for Monitoring Energy Production in a Microbial Fuel Digester 1
    Pablo Antonio López Pérez, Omar Jacobo Santos Sánchez, Liliam Rodríguez Guerrero, Ordaz Patricio · 2025
  25. Der Kalman-Filter zur Überwachung von Kultivierungsprozessen
    Abdolrahim Yousefi‐Darani, Olivier Paquet‐Durand, Bernd Hitzmann · 2025 · Springer eBooks
  26. A recurrent neural network for soft sensor development using CHO stable pools in fed‐batch process for SARS ‐ CoV ‐2 spike protein production as a vaccine antigen
    Sebastian‐Juan Reyes, Robert Voyer, Yves Durocher, Olivier Henry, Phuong Lan Pham · 2025 · Biotechnology Progress
  27. Integrating data-driven strategies into model predictive control for enhanced production of human interferon α2b in glycoengineered Pichia pastoris
    Satya Sai Pavan Allampalli, Shikha Solanki, Senthilkumar Sivaprakasam · 2025 · Research Square
  28. From lab to industry: Methods for biomass quantification in basidiomycetous fungi
    Saikrishnan Kandaswamy, Pia Bergmann, Katrin Ochsenreither, Lukas Neutsch, Martin Gand, Christoph Peter Lindenberger · 2025 · Bioresource Technology Reports
  29. Soft sensor application on lactate controlled fed-batch cultivation for monoclonal antibody production
    Micael Karlberg · 2015 · KTH Publication Database DiVA (KTH Royal Institute of Technology)
  30. Bioreactor Design and Engineering for Cultivated Meat Manufacturing
    Marie-Luise Schlieker, David Vorländer, Laura Pasitka, Sebastian Bode, Tatjana Krampitz, Chantal Treinen, Marius Henkel · 2026 · Advances in biochemical engineering, biotechnology
  31. Robust control of fed-batch cultures of Escherichia coli
    Merouane Abadli · 2021
  32. Design of bioreactors and factors affecting their efficiency
    Reza Abedi‐Firoozjah, Behnam Bahramian, Arezzo Khezerlou, Mahmood Alizadeh Sani, Seid Mahdi Jafari · 2026 · Elsevier eBooks
  33. Automation and monitoring systems for improved microalgae productivity for biodiesel
    Nazlıcan Filtekin · 2026 · Elsevier eBooks
  34. Integrating Data-Driven Strategies into Model Predictive Control for Enhanced Production of Human Interferon α2b in Glycoengineered Pichia pastoris
    Satya Sai Pavan Allampalli, Shikha Solanki, Senthilkumar Sivaprakasam · 2026 · Industrial Biotechnology
  35. AI implementation in bioreactor design and optimization of the fermentation conditions for microbial metabolite production
    Lamiaa Ibrahim Ahmed, Eman Mohammad Taher, Karima Mogahed Fahim, Walaa G. Nadi, Hanan S. Khalefa, Mona Shaban E. M. Badawy, Ghada Abd‐Elmonsef Mahmoud · 2026 · Elsevier eBooks
  36. Smarter Fermenters, Better Foods: Automation and AI in the Plant-Based Revolution
    Victor Hugo Buttrós, Disney Ribeiro Dias, Rosane Freitas Schwan · 2026 · Springer eBooks
  37. Towards Digital-Twin-Enabled Bioprocess Monitoring: Fault-Inclusive Soft Sensing of Penicillin Concentration Under Process Deviations
    Abdul Basit Behlim, Atharva Tilewale, Dhaval Patel · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
  38. Online capacitance-integrated development of a hybrid bioprocess model for industrial fungal fermentations
    Marc Lemperle, Julian Kager, Benny Cassells, Stuart Michael Stocks, Krist V. Gernaey, Pedram Ramin · 2026 · Frontiers in Bioengineering and Biotechnology