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Personal profile

Research interests

  • Data Handling for water resources planning and management
  • Water resources planning under climate change and variability
  • Data mining and Artificial intelligence (AI) to water and wastewater related problems
  • Software sensors applications to water and wastewater quality
  • Artificial intelligence modeling for the operation, control and optimization of wastewater treatment plants
  • Modeling of evaporation and evapotranspiration and application in irrigation water scheduling and application
  • Uncertainty management in water and environmental modeling
  • Data clustering algorithm to water and wastewater problems
  • Water supply system management, design and optimization


Dr. Rabee Rustum is civil and environmental engineer specialized in hydroinformatics with experience in water and wastewater related projects. Dr. Rustum Joined Heriot-Watt University since February 2012. Dr. Rustum is graduated with BSc (First Class Position) degree from Damascus University, Syria in 2001. After graduation, He worked as environmental engineer for the Water Pollution Control Department, Ministry of Irrigation, Syria. In 2002, he got a Post Graduate Diploma (First Class Position) in Civil and Environmental Engineering from Damascus University, Syria; and in 2003 he obtained a Master Degree in environmental risk management from Poitiers University, France. Dr. Rustum started his research career in 2005 and in June 2009 he obtained his PhD in  Civil & Environmental Engineering from Heriot-Watt University, Edinburgh, United Kingdom; Thesis title: Modelling activated sludge wastewater treatment plants using artificial intelligence techniques (fuzzy logic and neural networks). From June 2008, He worked as a water and wastewater hydraulic modeller for Mouchel Group, Stirling office, Scotland, UK. In September 2009, he joined King Faisal University, Dammam, Saudi Arabia as assistant professor in environmental engineering before joining the water research group at Heriot-Watt University.

Roles & Responsibilities

Water Resources Programme Leader - Dubai Campus


  • AI Indexes (General)
  • Data Handling, Water resources planning and management, climate change, Data mining, Artificial intelligence (AI), Software sensors, water and wastewater quality, evaporation, evapotranspiration, irrigation, Uncertainty management, Data clustering, Water supply, Hydrology, hydraulics.

Fingerprint Dive into the research topics where Rabee Rustum is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 2 Similar Profiles
artificial neural network Earth & Environmental Sciences
activated sludge Earth & Environmental Sciences
modeling Earth & Environmental Sciences
evapotranspiration Earth & Environmental Sciences
Rain Engineering & Materials Science
Wastewater treatment Engineering & Materials Science
fuzzy mathematics Earth & Environmental Sciences
Self organizing maps Engineering & Materials Science

Co Author Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2006 2020

1 Downloads (Pure)

Sustainability Ranking of Desalination Plants Using Mamdani Fuzzy Logic Inference Systems

Rustum, R., Kurichiyanil, A. M. J., Forrest, S., Sommariva, C., Adeloye, A. J., Zounemat-Kermani, M. & Scholz, M., 15 Jan 2020, In : Sustainability. 12, 2, 631.

Research output: Contribution to journalArticle

Open Access
fuzzy mathematics
Fuzzy logic
Sustainable development
19 Downloads (Pure)

Anaerobic digestion process modeling using Kohonen self-organising maps

Ramachandran, A., Rustum, R. & Adeloye, A. J., Apr 2019, In : Heliyon. 5, 4, e01511.

Research output: Contribution to journalArticle

Open Access
Renewable Energy
Waste Water
1 Downloads (Pure)

Review of Anaerobic Digestion Modeling and Optimization Using Nature-Inspired Techniques

Ramachandran, A., Rustum, R. & Adeloye, A. J., 13 Dec 2019, In : Processes. 7, 12, 953.

Research output: Contribution to journalArticle

Open Access
Anaerobic digestion
parallel computing
Soft computing
self organization

Effect of Soil Parameter on the Long Drive Micro-tunelling Process a Case Study of Al Jadaf Area, Dubai, UAE

Bhatt, D. D., Charif, K. & Rustum, R., 1 Nov 2018, Sustainable Tunneling and Underground Use: Proceedings of the 2nd GeoMEast International Congress and Exhibition on Sustainable Civil Infrastructures, Egypt 2018 – The Official International Congress of the Soil-Structure Interaction Group in Egypt (SSIGE). Badr, M. & Lotfy, A. (eds.). Springer, p. 19-30 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Surveying instruments
Stress relief

Study the Effect of Precipitation on the Performance of Wastewater Treatment Plant using KSOM

Rustum, R. & Rizvi, S., 2018, 6th Annual International Conference on Architecture and Civil Engineering 2018. Global Science and Technology Forum (GSTF), 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

chemical oxygen demand
artificial neural network
water treatment


Best Paper Certificate

Rabee Rustum (Recipient), 22 Dec 2017

Prize: Prize (including medals and awards)

Activated sludge process
Urban planning
Self organizing maps
Fault detection