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  1. 1
    Optimisation of fed-batch fermentation process using deep reinforcement learning

    Optimisation of fed-batch fermentation process using deep reinforcement learning by Chai, Wan Ying

    Published 2023
    “…In conclusion, a deep reinforcement learning algorithm was successfully developed for the substrate feeding rate optimisation in the fed-batch baker’s yeast fermentation process. …”
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  2. 2
    Optimization of yeast fermentation process using genetic algorithm

    Optimization of yeast fermentation process using genetic algorithm by Sin, Helen Ee Chuo, Yuh, Christine King Lo, Min, Keng Tan, Heng Jin Tham, Jin Tham, Sivakumar Kumaresan, Tze, Kenneth Kin Teo

    Published 2021
    “…This paper proposes genetic algorithm (GA) to optimize the productivity of yeast fermentation process. …”
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    Proceedings
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  3. 3
    Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway

    Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway by Ahmad Muhaimin, Ismail, Muhammad Akmal, Remli, Yee Wen, Choon, Nurul Athirah, Nasarudin, Norsyahidatul Nazirah, Ismail, Mohd Arfian, Ismail, Mohd Saberi, Mohamad

    Published 2023
    “…Analyzing metabolic pathways in systems biology requires accurate kinetic parameters that represent the simulated in vivo processes. Simulation of the fermentation pathway in the Saccharomyces cerevisiae kinetic model help saves much time in the optimization process. …”
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  4. 4
    Optimization of fed-batch fermentation processes using the Backtracking Search Algorithm

    Optimization of fed-batch fermentation processes using the Backtracking Search Algorithm by Mohd Zain, Mohamad Zihin, Kanesan, Jeevan, Kendall, Graham, Chuah, Joon Huang

    Published 2018
    “…DE traditionally performs better than other evolutionary algorithms and swarm intelligence techniques in optimization of fed-batch fermentation. …”
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  5. 5
    Model predictive control on fed-batch penicillin fermentation process

    Model predictive control on fed-batch penicillin fermentation process by Chew, Li Mei

    Published 2009
    “…The results of a study of the applicability of Model Predictive Control (MPC) in the process were obtainable. In order to obtain best optimization result for the fed-batch penicillin fermentation process, two optimization algorithms were selected. …”
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  6. 6
    Comparison product optimization performance of fed-batch fermentation processes for penicillin g production

    Comparison product optimization performance of fed-batch fermentation processes for penicillin g production by Fazli Abdul Samad, Noor Asma, Ahmad, Arshad

    Published 2006
    “…This paper discusses the development of optimization strategies for a fed-batch penicillin fermentation process. To facilitate the study, a mathematical model of the system was developed. …”
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  7. 7
    Comparison product optimization performance of fed-batch fermentation processes for penicillin G production

    Comparison product optimization performance of fed-batch fermentation processes for penicillin G production by Noor Asma Fazli, Abdul Samad, Arshad, Ahmad

    Published 2006
    “…This paper discusses the development of optimization strategies for a fed-batch penicillin fermentation process. To facilitate the study, a mathematical model of the system was developed. …”
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  8. 8
    Application of swarm intelligence optimization on bio-process problems / Mohamad Zihin Mohd Zain

    Application of swarm intelligence optimization on bio-process problems / Mohamad Zihin Mohd Zain by Mohamad Zihin , Mohd Zain

    Published 2018
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  9. 9
    Optimization of Ethanol Production Process from Sugarcane Bagasse using Genetic Algorithm

    Optimization of Ethanol Production Process from Sugarcane Bagasse using Genetic Algorithm by Garang, Jacob Chol

    Published 2015
    “…Bioethanol production from lignocellulosic biomass obtained from sugarcane bagasse using Saccharomyces cerevisiae comprises the hydrolysis of cellulose and sugar fermentation. This research was focused on the optimization of ethanol production from sugarcane bagasse using genetic algorithm (GA). …”
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  10. 10
    Development of an artisanal fermentation: case studies on Carica papaya leaf and Garcinia Mangostana pericarp / Mohamad Sufian So’aib

    Development of an artisanal fermentation: case studies on Carica papaya leaf and Garcinia Mangostana pericarp / Mohamad Sufian So’aib by So’aib, Mohamad Sufian

    Published 2020
    “…The economic viability of industrial-scale fermentation process was simulated by SuperPro Designer® software. …”
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  11. 11
    Parametric Optimization for the Maximization of Hydrogen Production by Enterobacter Cloacae

    Parametric Optimization for the Maximization of Hydrogen Production by Enterobacter Cloacae by Saidin, Mohamad Shakir Amri

    Published 2015
    “…Besides, some biological processes also can produce hydrogen such as dark fermentation which is being focused on in this project. …”
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  12. 12
    Product optimization of a fed-batch fermentation process

    Product optimization of a fed-batch fermentation process by Arshad, Ahmad, Noor Asma Fazli, Abdul Samad, Mohd Kamaruddin, Abd Hamid

    Published 2007
    “…Results obtained in this study have exposed the potentials of dynamic optimization schemes in improving the product purity in a fed-batch fermentation process.…”
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  13. 13
    A review of advanced optimization strategies for fermentative biohydrogen production processes

    A review of advanced optimization strategies for fermentative biohydrogen production processes by Mohd Farid, Bin Atan, MOHAMAD AFIQ, MOHD ASRUL, Hafizah, Abdul Halim Yun, Josephine, Chang Hui Lai

    Published 2022
    “…Despite significant reports on the optimization of hydrogen production from fermentation, fewer studies have been made for the case using artificial intelligence algorithms. …”
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  14. 14
    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Genetic Algorithm (RBFNN-GA)

    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Gene... by Alzaeemi, Shehab Abdulhabib, Ali Noman, Efaq, Al-shaibani, Muhanna Mohammed, Al-Gheethi, Adel, Radin Mohamed, Radin Maya Saphira, Almoheer, Reyad, Seif, Mubarak, Kim Gaik Tay, Kim Gaik Tay, Mohamad Zin, Noraziah, El Enshasy, Hesham Ali

    Published 2023
    “…The present study aimed to optimize the production of L-asparaginase from Aspergillus arenarioides EAN603 in submerged fermentation using a radial basis function neural network with a specific genetic algorithm (RBFNN-GA) and response surface methodology (RSM). …”
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  15. 15
    Application of artificial neural network on prediction of microbial population and species during spontaneous fermentation of carica papaya leaf / Muhammad Hafiz Ridwan and Mohamad Sufian So’aib

    Application of artificial neural network on prediction of microbial population and species during spontaneous fermentation of carica papaya leaf / Muhammad Hafiz Ridwan and Mohamad... by Ridwan, Muhammad Hafiz, So’aib, Mohamad Sufian

    Published 2020
    “…Microbial population and species during spontaneous fermentation process of Carica Papaya leaf was unpredictable. …”
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  16. 16
    Optimization of neural network architecture using particle swarm algorithm for dissolved oxygen modelling in a 200L bioreactor PHA production

    Optimization of neural network architecture using particle swarm algorithm for dissolved oxygen modelling in a 200L bioreactor PHA production by Mamat, Nor Hana, Mohd Noor, Samsul Bahari, Che Soh, Azura, Ab Rashid, Ahmad Hazri, Jufika Ahmad, Nur Liyana, Mohd Yusuff, Ishak

    Published 2018
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  17. 17
    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Genetic Algorithm (RBFNN-GA)

    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Gene... by Shehab Abdulhabib Alzaeemi, Shehab Abdulhabib Alzaeemi, Efaq Ali Noman, Efaq Ali Noman, Muhanna Mohammed Al-shaibani, Muhanna Mohammed Al-shaibani, Adel Al-Gheethi, Adel Al-Gheethi, Radin Mohamed, Radin Maya Saphira, Reyad Almoheer, Reyad Almoheer, Mubarak Seif, Mubarak Seif, Kim Gaik Tay, Kim Gaik Tay, Mohamad Zin, Noraziah, Hesham Ali El Enshasy, Hesham Ali El Enshasy

    Published 2023
    “…The present study aimed to optimize the production of L-asparaginase from Aspergillus arenarioides EAN603 in submerged fermentation using a radial basis function neural network with a specific genetic algorithm (RBFNN-GA) and response surface methodology (RSM). …”
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  18. 18
    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Genetic Algorithm (RBFNN-GA)

    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Gene... by Shehab Abdulhabib Alzaeemi, Shehab Abdulhabib Alzaeemi, Efaq Ali Noman, Efaq Ali Noman, Muhanna Mohammed Al-shaibani, Muhanna Mohammed Al-shaibani, Adel Al-Gheethi, Adel Al-Gheethi, Radin Mohamed, Radin Maya Saphira, Reyad Almoheer, Reyad Almoheer, Mubarak Seif, Mubarak Seif, Kim Gaik Tay, Kim Gaik Tay, Mohamad Zin, Noraziah, Hesham Ali El Enshasy, Hesham Ali El Enshasy

    Published 2023
    “…The present study aimed to optimize the production of L-asparaginase from Aspergillus arenarioides EAN603 in submerged fermentation using a radial basis function neural network with a specific genetic algorithm (RBFNN-GA) and response surface methodology (RSM). …”
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  19. 19
    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Genetic Algorithm (RBFNN-GA)

    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Gene... by Shehab Abdulhabib Alzaeemi, Shehab Abdulhabib Alzaeemi, Efaq Ali Noman, Efaq Ali Noman, Mohammed Al-shaibani, Muhanna, Adel Al-Gheethi, Adel Al-Gheethi, Radin Mohamed, Radin Maya Saphira, Reyad Almoheer, Reyad Almoheer, Mubarak Seif, Mubarak Seif, Kim Gaik Tay, Kim Gaik Tay, Mohamad Zin, Noraziah, Hesham Ali El Enshasy, Hesham Ali El Enshasy

    Published 2023
    “…: The present study aimed to optimize the production of L-asparaginase from Aspergillus arenarioides EAN603 in submerged fermentation using a radial basis function neural network with a specific genetic algorithm (RBFNN-GA) and response surface methodology (RSM). …”
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  20. 20
    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Genetic Algorithm (RBFNN-GA)

    Improvement of L-asparaginase, an Anticancer Agent of Aspergillus arenarioides EAN603 in Submerged Fermentation Using a Radial Basis Function Neural Network with a Specific Gene... by Shehab Abdulhabib Alzaeemi, Shehab Abdulhabib Alzaeemi, Efaq Ali Noman, Efaq Ali Noman, Muhanna Mohammed Al-shaibani, Muhanna Mohammed Al-shaibani, Adel Al-Gheethi, Adel Al-Gheethi, Radin Mohamed, Radin Maya Saphira, Reyad Almoheer, Reyad Almoheer, Mubarak Seif, Mubarak Seif, Kim Gaik Tay, Kim Gaik Tay, Mohamad Zin, Noraziah, Hesham Ali El Enshasy, Hesham Ali El Enshasy

    Published 2023
    “…The present study aimed to optimize the production of L-asparaginase from Aspergillus arenarioides EAN603 in submerged fermentation using a radial basis function neural network with a specific genetic algorithm (RBFNN-GA) and response surface methodology (RSM). …”
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