Projects per year
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Collaborations from the last five years
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Projects
- 2 Finished
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Advanced Process Control Using AI-Enhanced Sensor Fusion and Its Application in Offshore Produced Water Treatment
Kashani, M. (PI) & Yang, Z. (Supervisor)
01/01/2022 → 31/12/2024
Project: PhD Project
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OiW: OiW Control by 3D spectroscopy
Yang, Z. (PI), Kashani, M. (Project Participant), Jespersen, S. (Project Participant) & Frøstrup, S. (Project Coordinator)
01/01/2021 → 31/12/2024
Project: Research
Research output
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Comparative Analysis of Deep Neural Networks for Oil-in-Water Concentration Prediction Using PSO-Based Hyperparameter Optimization
Kashani, M., Jespersen, S. & Yang, Z., 2025, (Accepted/In press) Proc. of 2025 10th International Conference on Machine Learning Technologies (ICMLT 2025) . 5 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Monitoring and Prediction of the De-oiling Dynamic Efficiency of Offshore Produced Water Treatment Using Deep-Learning Models
Kashani, M., Jespersen, S. & Yang, Z., 2025, (Accepted/In press) Proceeding of 6th Environment, Chemical Engineering & Materials (ENCEMA). 7 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Oil-in-Water Concentration Prediction for Offshore Oil & Gas Produced Water Treatment Using Deep Learning Approach with Hyperparameter Optimization
Kashani, M., Jespersen, S. & Yang, Z., 2025, (Submitted) In: Engineering Applications of Artificial Intelligence.Research output: Contribution to journal › Journal article › Research › peer-review
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Advanced MIMO Control for Offshore Produced Water Treatment: A Comparative Study
Kashani, M., Astolfi, A., Jespersen, S. & Yang, Z., Oct 2024, 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT). IEEE (Institute of Electrical and Electronics Engineers), p. 2341-2347 7 p. 10708252Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Nonlinear Model Predictive Control of Hydrocyclone Separation Efficiency
Jespersen, S., Hansen, D. S., Bram, M. V., Kashani, M. & Yang, Z., 1 Jul 2024, In: IFAC-PapersOnLine. 58, 14, p. 730-735 6 p.Research output: Contribution to journal › Conference article in Journal › Research › peer-review
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