Prof Guangtao Fu
Professor of Water Intelligence
Telephone: 01392 723692
Extension: (Streatham) 3692
Guangtao Fu is Professor of Water Intelligence at the Centre for Water Systems, University of Exeter and currently a Royal Society Industry Fellow working with Northumbrian Water Limited. He has a Bachelor's degree and a Masters in Hydraulic Engineering from Shandong University, and a PhD in Water Resources Engineering from Dalian University of Technology, China. Before becoming a member of academic staff, he worked as a researcher at University of Bristol, Imperial College London, and University of Exeter.
Professor Fu focuses on developing and applying new computer models, data analytics and artificial intelligence tools to tackle urban water challenges in water supply resilience, network leakage, flood risk, urban stormwater and wastewater management.
To tackle uncertainty, Guangtao worked on developing a new theoretical uncertainty analysis framework of imprecise probabilities, which enables an accurate representation of uncertainty of various types and thus quantify their impacts on water systems. The new framework has been applied to climate modelling, flood analysis, and water system design. To tackle system complexity, Guangtao explored three different levels from model development, algorithm design to analytics tools for interactive and transparent decision making. Highlights in this area include the work on many-objective visual analytics for water infrastructure systems (water supply, urban drainage and urban wastewater systems), yielding an award of the Quentin Martin Best Practice Paper by ASCE Journal of Water Resources Planning & Management.
Guangtao has worked extensively on modelling and control of integrated urban wastewater systems including urban drainage/sewer systems and wastewater treatment plants. The work has been particularly fruitful in modelling of greenhouse gas emissions from wastewater treatment, highlighted by a number of Water Research papers and the prestigious UK ‘Scopus Young Researcher Prize’ awarded to doctoral student Chris Sweetapple.
Current research areas include:
- Deep learning for smart stormwater systems
- Smart water and wastewater infrastructure systems
- Integrated modelling and real time control of urban wastewater systems
- Water distribution system design and management under uncertainty
- Flood risk analysis and management
- Reservoir operation
- Uncertainty modelling using fuzzy sets, imprecise probabilities and random sets
- Climate change impacts and adaptation
- System resilience analysis
Highly motivated students are welcome to apply for PhD study in the above research areas. Students from China can now apply for the China Scholarship Council Schlarships to study a PhD at the University of Exeter.
Selected Awards and Honours
- 2018 EWRI 'Best Research-Oriented Paper' award from the ASCE Journal of Water Resources Planning & Management.
- Doctoral student Dr Chris Sweetapple won the prestigious Scopus Young Researcher UK Award in the category of Environmental Science 2015.
- 2014 EWRI 'Quentin Martin Best Practice-Oriented Paper' award from the ASCE Journal of Water Resources Planning & Management.
- Leading member of the team which won the Battle of Water Networks II competition, organised by the 14th Water Distribution Systems Analysis conference, 24-27 September 2012, Adelaide, Australia
- The Best Paper Prize of the 14th Water Distribution Systems Analysis conference, 24-27 September 2012, Adelaide, Australia
Selected Research Grants
- Royal Society Industry Fellowship: Real-time Decision Analytics for Smart Water Infrastructure (April 2017 - Mar 2021).
- EPSRC, BRIM: Building Resilience Into Risk Management (1st March 2016 – 28th Feb 2019), PI. The project, which involves two partner universities Cranfield and Loughborough, will develop a shared, multi-disciplinary vision of how to build resilience into networked risk management for highly complex engineered systems. It is part of £21 million ‘Engineering Grand Challenges’, announced by Science Minister Jo Johnson on 16th Oct 2015.
- British Council, Global Innovation Initiative – Flood impact assessment in mega cities under urban sprawl and climate change, 31 Mar 2015 – 30 Mar 2017, Co-I.
- British Council and UKIERI, Water Security and Infrastructure Resilience under Climate Change (15th Mar 2014-31th May 2016), PI
- EPSRC, Safe & SuRe: a new paradigm for water management (1st March 2013 – 28th Feb 2018), Co-I
- EPSRC, Clean Water for All: Safe & SuRe, Co-I
- British Council and CSC, Development and Application of Hydroinformatics Tools for Urban Stormwater Management (1st Dec 2012- 31st Dec 2014) – Co-I
- Royal Academy of Engineering, Integrated water quality management in a mixed rural and urban catchment (1st May – 31st Dec 2013), Co-I
- Royal Society & NSFC, Optimizing Strategies and Technologies for Nonpoint Source Pollution Control (1st April 2013 – 31st March 2015), PI
- EU FP7 - Marie Curie Initial Training Networks: Sustainable and Integrated Urban Water System Management - SANITAS (1st Nov 2011- 31st Oct 2015) – Co-I
- Royal Academy of Engineering, Integrated water energy management of complex water systems under uncertainty, 1st July 2012- 31st August 2013, - PI.
- Casal-Campos A, Fu G, Butler D, Moore A (2015). An Integrated Environmental Assessment of Green and Gray Infrastructure Strategies for Robust Decision Making, Environmental Science and Technology 49(14):8307-14.
- Sweetapple C, Fu G, Butler D. (2015) Does carbon reduction increase sustainability? A study in wastewater treatment, Water Research, Volume 87, Pages 522–530, DOI:10.1016/j.watres.2015.06.047.
- Sweetapple C, Fu G, Butler D. (2014). Identifying sensitive sources and key operational parameters for the reduction of greenhouse gas emissions from wastewater treatment, Water Research, volume 62, pages 249-259.
- Fu G, Kapelan Z, Kasprzyk J, Reed P. (2013) Optimal design of water distribution systems using many-objective visual analytics, Journal of Water Resources Planning and Management, volume 139, no. 6, pages 624-633.
- Sweetapple C, Fu G, Butler D. (2014) Multi-objective optimisation of wastewater treatment plant control to reduce greenhouse gas emissions, Water Research, volume 55, pages 52-62, DOI:10.1016/j.watres.2014.02.018.
- Fu G, Kapelan Z, Reed P. (2012) Reducing the complexity of multi-objective water distribution system optimization through global sensitivity analysis, ASCE-Journal of Water Resources Planning and Management, volume 138, no. 3, pages 196-207.
- Fu G., Butler D., Khu S.T., and Sun S., 2011. Imprecise probabilistic evaluation of sewer flooding in urban drainage systems using random set theory, Water Resources Research, 47, W02534, doi:10.1029/2009WR008944.
- Fu G., and Kapelan Z., 2011. Fuzzy probabilistic design of water distribution networks, Water Resources Research, 47, W05538, doi:10.1029/2010WR009739.
- Fu G., Butler D., Khu S.T., 2008. Multiple objective optimal control of integrated urban wastewater systems, Environmental Modelling and Software, 23(2), 225-234.