Lingwei Jiang
Postgraduate Research Student
Academic and research departments
School of Chemistry and Chemical Engineering, Information and process systems engineering, Sustainable water and wastewater processing.About
My research project
Modelling and Optimising Nitrogen Balance in Controlled-Environment Aquaculture SystemsDevelop advanced mathematical models and deep-learning algorithms to understand, predict, and control nitrogen-balance dynamics in recirculating aquaculture systems (RAS), integrating biochemical process modelling, physics-informed machine learning, and model predictive control (MPC) to improve water quality, system resilience, operational efficiency, and economic return on investment.
Research interests:
- Process Systems Engineering;
- Multiscale Modelling;
- Process Modelling and Optimisation;
- System Modelling and Simulation;
- Data Mining and Machine Learning;
- Water and Wastewater Treatment.
Supervisors
Develop advanced mathematical models and deep-learning algorithms to understand, predict, and control nitrogen-balance dynamics in recirculating aquaculture systems (RAS), integrating biochemical process modelling, physics-informed machine learning, and model predictive control (MPC) to improve water quality, system resilience, operational efficiency, and economic return on investment.
Research interests:
- Process Systems Engineering;
- Multiscale Modelling;
- Process Modelling and Optimisation;
- System Modelling and Simulation;
- Data Mining and Machine Learning;
- Water and Wastewater Treatment.
Affiliations and memberships
Royal Society of Chemistry (RSC)
Affiliate Member
Institution of Chemical Engineers (IChemE)
Affiliate Member
Sustainable development goals
My research interests are related to the following:
Publications
Lingwei Jiang, Mingwei Jia , Bing Guo , Daoliang Li, Tao Chen (2025) Mathematical modelling of ammonia nitrogen dynamics in a recirculating aquaculture system,Aquacultural Engineering
Mao Li *, Lingwei Jiang *, Fei Li, Xuejun Zhang, Huanjun Zhao, Na Duan (*Equal contribution) (2025) Microbial agents assisted aerobic co-composting of sheep manure and furfural residue: maturation enhancement and microbial dynamic,Journal of Environmental Chemical Engineering
Mingwei Jia, Qiao Liu, Lingwei Jiang, Yi Liu, Zengliang Gao, Tao Chen (2025) Just-in-time process soft sensor with spatiotemporal graph decoupled learning,Chemometrics and Intelligent Laboratory Systems
Mingwei Jia, Lingwei Jiang, Junhao Hu, Yi Liu, Tao Chen (2024) Slow feature-constrained decomposition autoencoder: Application to process anomaly detection and localization, International Journal of Adaptive Control and Signal Processing
Mingwei Jia, Lingwei Jiang, Bing Guo, Yi Liu, Tao Chen (2024) Physical-anchored graph learning for process key indicator prediction, Control Engineering Practice
Daoliang Li, Mi Zou, Lingwei Jiang (2022) Dissolved oxygen control strategies for water treatment: a review, Water Science and Technology
Lingwei Jiang, Mingwei Jia , Bing Guo , Daoliang Li, Tao Chen (2026) Prediction of key parameters in aquaculture biofilters using a physics-informed spatial self-attention gated recurrent unit model, Expert Systems with Applications