PhD scholarship: Data quality assurance in digitalization of urban water management

Summary

Enrolment status New students
Student type Domestic students, International students
Level of study Higher Degree by Research
Study area Engineering and Computing
HDR funding type Living stipend scholarship, Tuition Scholarship
Scholarship value $28,597 per annum (2021 rate), indexed annually
Scholarship duration 3.5 years with the possibility of 1 extension in line with UQ and RTP Scholarship Policy
Opening date 26 July 2021
Closing date 16 August 2021

Description

Supervisor – Professor Zhiguo Yuan

Sewer systems are among the most critical infrastructure assets for modern urban societies. Urban sewer networks collect and transport domestic and industrial wastewaters to wastewater treatment plants for pollutant removal prior to reuse or environmental discharge, thus protecting both public and environmental health.

Effective sewer management has been to date hindered by the scarcity of sewer data, particularly real-time data. The rapid development of IoT sensors enable their wide deployment in sewer networks. Consequently, the use of IoT sensors allows the collection of much larger volumes of data, orders of magnitude larger compared to traditional sensors. Such large data sets enable machine learning or data-driven modelling, to provide support to online control or off-line decision making.

Led by Prof Zhiguo Yuan AM, an ARC Australian Laureate Fellow, the sewer research team at ACWEB is undertaking research on the digitalisation of sewer management. The research focuses on on-line sensing, data analytics and on-line control.

Sensors are often subject to noise, disturbances, and faults, leading to erroneous data. An opportunity exists for an outstanding PhD candidate to develop advanced algorithms for data quality assurance. This will involve the use of machine learning with support from digital twins. The candidate will be jointly supervised by sewer experts and data scientists. Ample opportunities exist for the student to work with water utilities.

A working knowledge of urban water systems would be of benefit to someone working on this project.

Research environment

The Australian Centre for Water and Environmental Biotechnology (ACWEB) (previously known as Advanced Water Management Centre (AWMC) is an internationally renowned centre of excellence in innovative water technology and management. We deliver six interlinked programs, including next generation urban water technologies, integrated urban water management, sewer management, nexus of urban water, health and environment, resource efficient agri-industry and environmental biotechnology.

The centre has strong collaborative linkages with industry and an outstanding academic publication record, publishing on average more than 100 papers a year in high quality journals including the most prestigious multidisciplinary journals including Nature and Science, and top discipline journals such as Water Research and Environmental Science and Technology.

Eligibility

To be eligible, you must meet the entry requirements for a higher degree by research.

This scholarship is open to Australian citizens, permanent residents and International students who are able to be in Australia at the time of commencement. With current border restrictions to Australia in place international offshore applicants should consider a commencement of July 2022.

Applications are closed.

Before you get started

If this scholarship has rules, download and read them.

How to apply

To apply for admission and scholarship, follow this link. There is no separate application for scholarship because you will have the opportunity to request scholarship consideration on the application for admission.

Before submitting an application you should:

When you apply, please ensure that under the scholarships and collaborative study section you:

  1. Select ‘My higher degree is not collaborative’
  2. Select 'I am applying for, or have been awarded a scholarship or sponsorship'.
  3. Select ‘Other’, then ‘Research Project Scholarship’ and type in ‘URBAN WATER-YUAN’ in the 'Name of scholarship' field.

See an example of what you have to do

Learn more about applying for a higher degree by research at UQ

Selection criteria

Applications will be judged on a competitive basis taking into account the applicant’s previous academic record, publication record, honours and awards, and employment history.

The applicant will demonstrate academic achievement in the field/s of computer science, electrical engineering or control engineering and the potential for scholastic success.

A background or knowledge of data science and machine learning is highly desirable.

Applications are closed.

Contact

Dr Yarong Song
Applications are closed.

Terms and conditions

Read the policy on UQ Research Scholarships.

A domestic part-time student with carer’s responsibilities, a medical condition or a disability, which prevents them from studying full time may be eligible for scholarship consideration, on a case by case basis.

Applications are closed.