Adaptive clustering based inclusion and computational intelligence for fed-batch fermentation process control, part 1, modelling.
(2018)
Conference Proceeding
Soufian, M. (2018). Adaptive clustering based inclusion and computational intelligence for fed-batch fermentation process control, part 1, modelling. In 2017 10th International Conference on Developments in eSystems Engineering (DeSE 2017) (20-25)
All Outputs (45)
Genetic Sensor Placement in Active Control of a Robotic Arm (2018)
Conference Proceeding
Soufian, M., & Borairi, M. (2018). Genetic Sensor Placement in Active Control of a Robotic Arm. In 2017 10th International Conference on Developments in eSystems Engineering (DeSE). https://doi.org/10.1109/DeSE.2017.47This paper emphasizes the characterization of the dynamic motions of a robotic arm in terms of poles and zeros. The importance of the transmission zeros of open-loop systems, the role of these zeros in description of such systems, and the dependence... Read More about Genetic Sensor Placement in Active Control of a Robotic Arm.
Fault detection observer of a pilot plant papermaking machine (2017)
Conference Proceeding
Soufian, M., Borairi, M., & Yu, D. L. (2017). Fault detection observer of a pilot plant papermaking machine. In 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE). https://doi.org/10.1109/isie.2017.8001525This paper presents the development of a bilinear system model and the application of a bilinear fault detection observer to a papermaking machine to detect various simulated faults. First a suitable MIMO bilinear model representation of the wet end... Read More about Fault detection observer of a pilot plant papermaking machine.
Towards self-defending control systems in cybersecurity analysis and measures in industrial automation systems (2017)
Conference Proceeding
Soufian, M. (2017). Towards self-defending control systems in cybersecurity analysis and measures in industrial automation systems. In 26th IEEE International Symposium on Industrial Electronics (ISIE17). https://doi.org/10.1109/isie.2017.8001538Towards self-defending control systems in cybersecurity analysis and measures in industrial automation systems.
Optimal actuator\sensor placement and controller design for large flexible space structures and robotics (2017)
Conference Proceeding
Soufian, M., & Borairi, M. (2017). Optimal actuator\sensor placement and controller design for large flexible space structures and robotics. In 26th IEEE International Symposium on Industrial Electronics (ISIE17). https://doi.org/10.1109/isie.2017.8001450This paper emphasizes the characterization of the dynamic motions of large flexible space structures (LFSS) and robotic arms in terms of poles and zeros, in order to develops a computational scheme for optimization of actuator and sensor locations. T... Read More about Optimal actuator\sensor placement and controller design for large flexible space structures and robotics.
Blending Pre-formulation Metrics with Molecular Calculations to Facilitate Aerosol Product Formulation (2016)
Conference Proceeding
Murnane, D., Ramachandran, V., Hammond, R., Pickering, J., Roberts, K., Soufian, M., …Pencheva, K. (2016). Blending Pre-formulation Metrics with Molecular Calculations to Facilitate Aerosol Product Formulation. In Respiratory Drug Delivery (79-88)In silico modeling using synthonic engineering provides a powerful tool to assist quality by design (QbD) strategies by facilitating the study of molecular forces of interaction between formulation components such as carrier particles and active phar... Read More about Blending Pre-formulation Metrics with Molecular Calculations to Facilitate Aerosol Product Formulation.
On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions (2015)
Journal Article
Nefti-Meziani, S., Oussalah, M., & Soufian, M. (2015). On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions. Journal of Intelligent and Fuzzy Systems, 28(4), 1477-1493. https://doi.org/10.3233/IFS-141407This article addresses the problem of incorporating an inclusion structure in the general class of fuzzy c-means algorithms. Conventionally, all the classes of fuzzy clustering algorithms involve a distance structure as the main tool to compute the i... Read More about On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions.
Formulation Pre-screening of Inhalation Powders Using Computational Atom–Atom Systematic Search Method (2014)
Journal Article
Ramachandran, V., Murnane, D., Hammond, R. B., Pickering, J., Roberts, K. J., Soufian, M., …Pencheva, K. (2015). Formulation Pre-screening of Inhalation Powders Using Computational Atom–Atom Systematic Search Method. Molecular Pharmaceutics, 12(1), 18-33. https://doi.org/10.1021/mp500335wThe synthonic modeling approach provides a molecule-centered understanding of the surface properties of crystals. It has been applied extensively to understand crystallization processes. This study aimed to investigate the functional relevance of syn... Read More about Formulation Pre-screening of Inhalation Powders Using Computational Atom–Atom Systematic Search Method.
Experimental and theoretical prediction of dissolution rates for pharmaceutical substances (2014)
Conference Proceeding
Soufian, M., Nguyen, H., Roberts, K. J., Pencheva, R., & Hammond, R. B. (2014). Experimental and theoretical prediction of dissolution rates for pharmaceutical substances. In 45th BACG annual conferenceExperimental and theoretical prediction of dissolution rates for pharmaceutical substances.
Prediction of powder cohesivity using a systematic search method for directing pharmaceutical formulation (2014)
Conference Proceeding
Hammond, R. B., Pencheva, K., Pickering, J., Ramachandran, V., Roberts, K. J., & Soufian, M. (2014). Prediction of powder cohesivity using a systematic search method for directing pharmaceutical formulation. In 45th BACG annual conferencePrediction of powder cohesivity using a systematic search method for directing pharmaceutical formulation
Visual habit: A tool for energy based prediction of crystal habits (2014)
Conference Proceeding
Hammond, R. B., Pickering, J., Ramachandran, V., Roberts, K. J., & Soufian, M. (2014). Visual habit: A tool for energy based prediction of crystal habits. In 45th BACG annual conferenceVisual habit: A tool for energy based prediction of crystal habits.
Machine Learning and MD simulation for solvent mediated morphology prediction of Ibuprofen (2014)
Conference Proceeding
Soufian, M. (2014). Machine Learning and MD simulation for solvent mediated morphology prediction of Ibuprofen. In 11th International Workshop on the Crystal Growth of Organic Materials (CGOM11)Machine Learning and MD simulation for solvent mediated morphology prediction of Ibuprofen.
Model structure selection, validation and generalisation for solvent mediated morphology prediction of Ibuprofen (2014)
Conference Proceeding
Soufian, M. (2014). Model structure selection, validation and generalisation for solvent mediated morphology prediction of Ibuprofen. In 11th International Workshop on the Crystal Growth of Organic Materials (CGOM11Model structure selection, validation and generalisation for solvent mediated morphology prediction of Ibuprofen.
Morphological prediction of the polymorphic forms of para amino-benzoic acid based on internal crystallographic structure and crystallisation environment (2013)
Conference Proceeding
Rosbottom, I., Roberts, K. J., Hammond, R. B., & Soufian, M. (2013). Morphological prediction of the polymorphic forms of para amino-benzoic acid based on internal crystallographic structure and crystallisation environment. In 17th International Conference on Crystal Growth and Epitaxy - ICCGE-17Morphological prediction of the polymorphic forms of para amino-benzoic acid based on internal crystallographic structure and crystallisation environment.
Applications of Synthonic Engineering Tools in Predicting Crystal Morphology as a function of Growth Environments (2013)
Conference Proceeding
Roberts, K. J., Hammond, R. B., Ramachandran, V., Pickering, J., Soufian, M., Nguyen, T. H., …Docherty, R. (2013). Applications of Synthonic Engineering Tools in Predicting Crystal Morphology as a function of Growth Environments. In Proceeding of ICCCGE-17No abstract available.
Synthonic engineering: tools for the rational design of high quality pharmaceuticals (2013)
Conference Proceeding
Hammond, R., Nguyen, H., Pickering, J., Soufian, M., Ramachandran, V., Roberts, K., …George, N. (2013). Synthonic engineering: tools for the rational design of high quality pharmaceuticals. In Proceeding of ICCOSS 2013Synthonic engineering: tools for the rational design of high quality pharmaceuticals.
Optimal sensor placement in a multiphysics system using IRIS explorer. (2008)
Conference Proceeding
Soufian, M. (2008). Optimal sensor placement in a multiphysics system using IRIS explorer. In Multiphysics 2008Optimal sensor placement in a multiphysics system using IRIS explorer.
High performance computing and parallel multiphysics (2008)
Conference Proceeding
Soufian, M., & Chakkera, V. (2008). High performance computing and parallel multiphysics. In Multiphysics 2008High performance computing and parallel multiphysics
IRIS explorer for multiphysics applications (2008)
Conference Proceeding
Soufian, M., & Walton, J. (2008). IRIS explorer for multiphysics applications. In Multiphysics 2008IRIS explorer for multiphysics applications.
Dynamic optimisation of an industrial web process (2008)
Journal Article
Soufian, M. (2008). Dynamic optimisation of an industrial web process. International Journal of Multiphysics, 2(3), 291-312. https://doi.org/10.1260/175095408786927471An industrial web process has been studied and it is shown that the underlying physics of such processes governs by the Navier-Stokes partial differential equations with moving boundary conditions, which in turn have to be determined by the solution... Read More about Dynamic optimisation of an industrial web process.