20152019

Research output per year

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Personal profile

Academic Biography

Dr Huda Dawood is a lecturer in Engineering in the school of Computing, Engineering and Digital Technologies (SCEDT). She has a BEng (hons) in Chemical Engineering and a PhD in Measurement and Control.

Dr Dawood has a wide research experience including Energy Optimisation solutions and  environmental and energy economics in Smart Grids, sustainable energy efficient building though whole life cycle and in particular, building information modelling (BIM) and digital construction optimization and data-driven predictive control for building energy management.

 

Summary of Research Interests

 Dr Dawood research interests and experience involves data analytics and using Artificial Intelligence Machine learning and deep learning for optimization and predictive control.

She has research experience in mathematical modelling of dynamic processes using adaptive algorithms such as Artificial Intelligence Neural Network systems for learning and well as solving, classification, prediction, and control. She also has experience in adaptive multivariate statistical process control for monitoring dynamic processes.

Research Projects & External Funding

Dr Dawood is currently is working on three projects including the following:

  •  inteGRIDy H2020 European Projects, where she is a work package leader and task leader to “Abidance to regulation for Privacy & Cyber Security, Open Data policy & data management plan”, “Overall Evaluation of inteGRIDy Framework & Tools Performance” & “Cost Benefit/ Cost Efficiency Analysis & Environmental Impact Assessment”
  • SMEmPower (A holistic framework for Empowering SME’s capacity to increase their energy efficiency) working on various WPs including course development of new course on Efficiency and sustainability, training and certification.
  • Transforming Construction Network Plus, Economic and Social Council, 2 Putting people at the heart of future social housing design and manufacture” as a co- investigator.

Academic Responsibilities

Dr Dawood lectures in Engineering Mathematics to first year engineering students, Plant and Process Monitoring to MEng Chemical engineering students,  Mathematical Modelling Application to final year Mathematics, Engineering Projects to MSc and undergraduate students and is a supervisor to 7 PhD students.

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Projects

Research Output

  • 5 Conference contribution
  • 5 Paper
  • 3 Article
  • 1 Commissioned report

A Conceptual Framework For Integrating User Experience With Design Parameters For Residential Buildings

Hafeez, M. A., Van Schaik, P., Dawood, H., Rodriguez, S., Patacas, J. & Dawood, N., 13 Nov 2019, CONVR 2019.

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

Augmenting building energy usage models with data segmentation

Mounter, W., Dawood, H. & Dawood, N., 22 Nov 2019, CONVR2019. Teesside University, 10 p.

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

Open Access
File
  • 9 Downloads (Pure)

    Integrating IFC and NLP for automating change request validations

    Dawood, H., Siddle, J. & Dawood, N., 8 Dec 2019, In : Journal of Information Technology in Construction. 24, p. 540-552 13 p., 30.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 111 Downloads (Pure)

    The impact of data segmentation on modelling building energy usage

    Mounter, W., Dawood, N. & Dawood, H., 9 Sep 2019.

    Research output: Contribution to conferencePaper

    Open Access
    File
  • 5 Downloads (Pure)

    Automating Change Request Validation Using Industry Foundation Classes and Natural Language Processing

    Siddle, J., Dawood, H., Vukovic, V. & Dawood, N., 22 Nov 2018, Proceedings of the 18th International Conference on Construction Applications of Virtual Reality. Amor, R. & Dimyadi, J. (eds.). University of Auckland, p. 196-205 10 p.

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

    Open Access
  • Press / Media