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Dr Ali Ghoroghi
Cymrawd Ymchwil
- Ghoroghi@caerdydd.ac.uk
- +44 29206 88817
- 54 Park Place, Ystafell 1.02, Cathays, Caerdydd, CF10 3AT
Trosolwyg
Rwy'n gymrawd ymchwil yn y Ganolfan Ymchwil Gwybodaeth Drefol. Mae fy ngwaith yn canolbwyntio ar wyddoniaeth data, peirianneg dysgu peiriannau, efelychu a modelau optimeiddio.
Rwy'n beiriannydd diwydiannol ac yn wyddonydd cyfrifiadurol gyda dros ddau ddegawd o brofiad mewn rolau technegol, rheolaethol ac academaidd. Mae gen i BSc mewn Peirianneg Ddiwydiannol o Brifysgol Technoleg Tehran Amirkabir. Mae gen i hefyd ddau gymhwyster MSc mewn Peirianneg Ddiwydiannol a Chyfrifiadureg o Brifysgol Technoleg Isfahan a Choleg Imperial. Yna cefais fy PhD mewn Cyfrifiadureg o'r Coleg Imperial gyda thesis mewn Theori Gêm. Rwyf wedi cael gwahanol rolau addysgu, goruchwylio ac ymchwil yn y byd academaidd.
Roeddwn i'n gweithio ar y prosiect canlynol yn y Ganolfan Ymchwil Gwybodaeth Drefol:
• Gwanhau Effaith Amgylcheddol ein Hadeiladau trwy Asesiad Cylch Bywyd Deinamig Semantig
(SemanticLCA) y prosiect, sy'n ceisio gwanhau a rheoli effaith yr adeiladau ar yr amgylchedd yn gadarnhaol
a lliniaru effeithiau newid yn yr hinsawdd gan ddefnyddio cenhedlaeth newydd o ddulliau ac offer asesu cylch bywyd sy'n
yn seiliedig ar fodel, gan ddysgu yn barhaus o ddata amser real wrth lywio strategaethau gweithredu a rheoli effeithiol
adeiladau ac ardaloedd.
• Digideiddio Rheoliadau Adeiladu a ariennir gan Building Research Establishment Ltd.
• SPORTE.3Q; Systemau trefol integredig smart i reoli Ynni - Nexus dŵr ar gyfer cysur, iechyd a diogelwch defnyddwyr yn
stadia a chyfleusterau chwaraeon. Nod SPORTE.3Q yw mynd i'r afael â'r nexus ynni a dŵr mewn Stadia a Chwaraeon
Cyfleusterau yn eu ecosystem leol (ardal), trwy ddatblygu datrysiad rheoli perfformiad craff i wneud y gorau
defnyddio ynni a dŵr a chynorthwyo i wneud penderfyniadau.
• Nod y prosiect System Ynni Clwstwr Clyfar (piSCES) yw lleihau costau ac ôl troed carbon y pysgod.
diwydiant prosesu drwy ddatblygu a phrofi rhwydwaith trydan 'grid clyfar' newydd.
• Defnyddio dulliau cipio data arloesol ar gyfer y prosiect gwirio Cydymffurfiaeth Reoleiddiol (a ariennir gan UCL).
Nod y prosiect hwn yw sefydlu
Mae fy niddordebau ymchwil yn cynnwys:
- Gwyddor Data
- Modelu, Efelychu ac Optimeiddio
- Theori Gêm & Systemau Aml-Asiant
- Rheoli Cadwyn Gyflenwi
Rwyf hefyd yn adolygydd ar gyfer y cyfnodolion rhyngwladol canlynol:
- Journal of Industrial Ecology
- International Journal of Web Research
- Ceisiadau Peirianneg o Ddeallusrwydd Artiffisial
Cyhoeddiad
2024
- Alqarni, Z., Rezgui, Y. and Ghoroghi, A. 2024. Viral infection transmission and indoor air quality: A systematic review. Science of the Total Environment 923, article number: 171308. (10.1016/j.scitotenv.2024.171308)
2023
- Alqarni, Z., Rezgui, Y., Petri, I. and Ghoroghi, A. 2023. Factors and strategies affecting indoor air quality in educational buildings. Presented at: 2023 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Edinburgh, United Kingdom, 19-22 June 2023. IEEE, (10.1109/ICE/ITMC58018.2023.10332421)
- Ghoroghi, A., Petri, I., Rezgui, Y. and Alzahrani, A. 2023. A deep learning approach to predict and optimise energy in fish processing industries. Renewable and Sustainable Energy Reviews 186, article number: 113653. (10.1016/j.rser.2023.113653)
- Petri, I., Rezgui, Y., Ghoroghi, A. and Alzahrani, A. 2023. Digital twins for performance management in the built environment. Journal of Industrial Information Integration 33, article number: 100445. (10.1016/j.jii.2023.100445)
- Fnais, A., Ghoroghi, A., Rezgui, Y., Beach, T. and Petri, I. 2023. SemanticLCA: A new generation of life cycle assessment methods applied to buildings. Presented at: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 June 20222022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. IEEE, (10.1109/ICE/ITMC-IAMOT55089.2022.10033206)
2022
- Ghoroghi, A., Rezgui, Y. and Wallace, R. 2022. Impact of ventilation and avoidance measures on SARS-CoV-2 risk of infection in public indoor environments. Science of the Total Environment 838(4), article number: 156518. (10.1016/j.scitotenv.2022.156518)
- Alzahrani, A., Petri, I., Ghoroghi, A. and Rezgui, Y. 2022. A proposed roadmap for delivering zero carbon fishery ports. Presented at: 8th International Conference on Energy and Environment Research (ICEER 2021), Rome, Italy, 13-17 September 2021 Presented at Caetano Nidia, S. et al. eds.Energy Reports: The 8th International Conference on Energy and Environment Research – “Developing the World in 2021 with Clean and Safe Energy”, Vol. 8 (3). Vol. 3. Elsevier pp. 82-88., (10.1016/j.egyr.2022.01.083)
- Wallace, R., Rezgui, Y. and Ghoroghi, A. 2022. Designing out the risk of infections via aerosols by updating restrictions on indoor environments depending on local incidence rates and the dominant SARS-Co V -2 strain. Presented at: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 June 2022Proceedings of 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. IEEE pp. 1-9., (10.1109/ICE/ITMC-IAMOT55089.2022.10033279)
- Fnais, A., Rezgui, Y., Petri, I., Beach, T., Yeung, J., Ghoroghi, A. and Kubicki, S. 2022. The application of life cycle assessment in buildings: challenges, and directions for future research. International Journal of Life Cycle Assessment 27, pp. 627-654. (10.1007/s11367-022-02058-5)
- Ghoroghi, A., Rezgui, Y., Petri, I. and Beach, T. 2022. Advances in application of machine learning to life cycle assessment: a literature review. International Journal of Life Cycle Assessment 27, pp. 433-456. (10.1007/s11367-022-02030-3)
2021
- Alzahrani, A., Petri, I., Rezgui, Y. and Ghoroghi, A. 2021. Decarbonisation of seaports: A review and directions for future research. Energy Strategy Reviews 38, article number: 100727. (10.1016/j.esr.2021.100727)
- Alzahrani, A., Petri, I., Rezgui, Y. and Ghoroghi, A. 2021. Optimal control-based price strategies for smart fishery ports micro-grids. Presented at: 27th International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, UK, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). Cardiff, United Kingdom: IEEE pp. 1-8., (10.1109/ICE/ITMC52061.2021.9570267)
2020
- Alzahrani, A., Petri, I., Rezgui, Y. and Ghoroghi, A. 2020. Developing smart energy communities around fishery ports: toward zero-carbon fishery ports. Energies 13(11), article number: 2779. (10.3390/en13112779)
Articles
- Alqarni, Z., Rezgui, Y. and Ghoroghi, A. 2024. Viral infection transmission and indoor air quality: A systematic review. Science of the Total Environment 923, article number: 171308. (10.1016/j.scitotenv.2024.171308)
- Ghoroghi, A., Petri, I., Rezgui, Y. and Alzahrani, A. 2023. A deep learning approach to predict and optimise energy in fish processing industries. Renewable and Sustainable Energy Reviews 186, article number: 113653. (10.1016/j.rser.2023.113653)
- Petri, I., Rezgui, Y., Ghoroghi, A. and Alzahrani, A. 2023. Digital twins for performance management in the built environment. Journal of Industrial Information Integration 33, article number: 100445. (10.1016/j.jii.2023.100445)
- Ghoroghi, A., Rezgui, Y. and Wallace, R. 2022. Impact of ventilation and avoidance measures on SARS-CoV-2 risk of infection in public indoor environments. Science of the Total Environment 838(4), article number: 156518. (10.1016/j.scitotenv.2022.156518)
- Fnais, A., Rezgui, Y., Petri, I., Beach, T., Yeung, J., Ghoroghi, A. and Kubicki, S. 2022. The application of life cycle assessment in buildings: challenges, and directions for future research. International Journal of Life Cycle Assessment 27, pp. 627-654. (10.1007/s11367-022-02058-5)
- Ghoroghi, A., Rezgui, Y., Petri, I. and Beach, T. 2022. Advances in application of machine learning to life cycle assessment: a literature review. International Journal of Life Cycle Assessment 27, pp. 433-456. (10.1007/s11367-022-02030-3)
- Alzahrani, A., Petri, I., Rezgui, Y. and Ghoroghi, A. 2021. Decarbonisation of seaports: A review and directions for future research. Energy Strategy Reviews 38, article number: 100727. (10.1016/j.esr.2021.100727)
- Alzahrani, A., Petri, I., Rezgui, Y. and Ghoroghi, A. 2020. Developing smart energy communities around fishery ports: toward zero-carbon fishery ports. Energies 13(11), article number: 2779. (10.3390/en13112779)
Conferences
- Alqarni, Z., Rezgui, Y., Petri, I. and Ghoroghi, A. 2023. Factors and strategies affecting indoor air quality in educational buildings. Presented at: 2023 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Edinburgh, United Kingdom, 19-22 June 2023. IEEE, (10.1109/ICE/ITMC58018.2023.10332421)
- Fnais, A., Ghoroghi, A., Rezgui, Y., Beach, T. and Petri, I. 2023. SemanticLCA: A new generation of life cycle assessment methods applied to buildings. Presented at: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 June 20222022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. IEEE, (10.1109/ICE/ITMC-IAMOT55089.2022.10033206)
- Alzahrani, A., Petri, I., Ghoroghi, A. and Rezgui, Y. 2022. A proposed roadmap for delivering zero carbon fishery ports. Presented at: 8th International Conference on Energy and Environment Research (ICEER 2021), Rome, Italy, 13-17 September 2021 Presented at Caetano Nidia, S. et al. eds.Energy Reports: The 8th International Conference on Energy and Environment Research – “Developing the World in 2021 with Clean and Safe Energy”, Vol. 8 (3). Vol. 3. Elsevier pp. 82-88., (10.1016/j.egyr.2022.01.083)
- Wallace, R., Rezgui, Y. and Ghoroghi, A. 2022. Designing out the risk of infections via aerosols by updating restrictions on indoor environments depending on local incidence rates and the dominant SARS-Co V -2 strain. Presented at: 2022 IEEE 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference, Nancy, France, 19-23 June 2022Proceedings of 28th International Conference on Engineering, Technology and Innovation (ICE/ITMC) & 31st International Association For Management of Technology (IAMOT) Joint Conference. IEEE pp. 1-9., (10.1109/ICE/ITMC-IAMOT55089.2022.10033279)
- Alzahrani, A., Petri, I., Rezgui, Y. and Ghoroghi, A. 2021. Optimal control-based price strategies for smart fishery ports micro-grids. Presented at: 27th International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, UK, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). Cardiff, United Kingdom: IEEE pp. 1-8., (10.1109/ICE/ITMC52061.2021.9570267)
Ymchwil
Cyhoeddiadau a Thrafodaethau Diweddar:
- Ali Ghoroghi, Ioan Petri, Yacine Rezgui, Ateyah Alzahrani (2023). "Dull dysgu dwfn i ragweld a gwneud y gorau o ynni mewn diwydiannau prosesu pysgod". Yn: Journal of Renewable and Sustainable Energy Reviews.
- Zahi Alqarni, Yacine Rezgui, Ioan Petri, Ali Ghoroghi (2023). Ffactorau a strategaethau sy'n effeithio ar ansawdd aer dan do yn
adeiladau addysgol" yn:
2023 Cynhadledd Ryngwladol IEEE 29ain ar Beirianneg, Technoleg ac Arloesi (ICE / ITMC).
- Petri, Ioan et al. (2023). "Efeilliaid digidol ar gyfer rheoli perfformiad yn yr amgylchedd adeiledig". Yn: Journal of Industrial
Integreiddio Gwybodaeth, t. 100445. ISSN: 2452-414X. llanwydd: https://doi.org/10.1016/j.jii.2023.100445. - Wallace, Ruth, Yacine Rezgui, ac Ali Ghoroghi (2022). "Dylunio'r risg o heintiau trwy erosolau trwy ddiweddaru
Cyfyngiadau ar amgylcheddau dan do yn dibynnu ar gyfraddau achosion lleol a'r brif haen SARS-Co V -2 ". Yn:
2022 Cynhadledd Ryngwladol IEEE 28ain ar Beirianneg, Technoleg ac Arloesi (ICE / ITMC) a 31ain Gynhadledd Ryngwladol
Cynhadledd ar y Cyd Cymdeithas Rheoli Technoleg (IAMOT), tt. 1–9. doi: 10.1109 / ICE / ITMC-IAMOT55089.2022.10033279. - Fnais, Abdulrahman, Ali Ghoroghi, Yacine Rezgui, Thomas Beach, ac Ioan Petri (2022). SemanticLCA: A new
cynhyrchu dulliau asesu cylch bywyd a gymhwysir i adeiladau". yn: 2022 IEEE 28th Cynhadledd Ryngwladol ar
Peirianneg, Technoleg ac Arloesi (ICE / ITMC) a 31ain Cymdeithas Ryngwladol ar gyfer Rheoli Technoleg
(IAMOT) Cynhadledd ar y Cyd, tt. 1–7. doi: 10.1109 / ICE / ITMC-IAMOT55089.2022.10033206. - Ghoroghi, Ali, Yacine Rezgui, Ioan Petri, et al. (Mar. 2022). "Datblygiadau wrth gymhwyso dysgu peirianyddol i gylch bywyd
asesu: adolygiad llenyddiaeth". Yn: International Journal of Life Cycle Assessment. Mae'r erthygl hon wedi'i thrwyddedu o dan
Creative Commons Attribution 4.0 International License. URL: https://orca.cardiff.ac.uk/149185/. - Fnais, A., Rezgui, Y., Petri, I., Ghoroghi, A. et al. Cymhwyso asesiad cylch bywyd mewn adeiladau: heriau, a chyfarwyddiadau ar gyfer ymchwil yn y dyfodol. Asesiad Cylch Bywyd Int J ( 2022). https://doi.org/10.1007/s11367-022-02058-5.
- Ghoroghi, Ali et al. "Datblygiadau wrth gymhwyso dysgu peiriant i asesu cylch bywyd: llenyddiaeth
adolygiad". Asesu Cylch Bywyd Int J (2022). URL: https://orca.cardiff.ac.uk/149185/. - Alzahrani, Ateyah, Ioan Petri, Ali Ghoroughi, et al. (2021). "Map ffordd arfaethedig ar gyfer darparu pysgodfeydd di-garbon
porthladdoedd". Yn: Adroddiadau Ynni 8. Yr 8fed Gynhadledd Ryngwladol ar Ymchwil Ynni a'r Amgylchedd – "Datblygu
y Byd yn 2021 gydag Ynni Glân a Diogel", tt. 82–88. ISSN: 2352-4847. doi:
https://doi.org/10.1016/j.egyr.2022.01.083. - Ateyah Alzahrani, Ioan Petri, Yacine Rezgui, Ali Ghoroghi (2021), "Datgarboneiddio porthladdoedd: Adolygiad a chyfarwyddiadau ar gyfer ymchwil yn y dyfodol", Adolygiadau Strategaeth Ynni, Cyfrol 38, 2021, 100727, ISSN 2211-467X, https://doi.org/10.1016/j.esr.2021.100727 .
- A. Alzahrani, I. Petri, Y. Rezgui ac A. Ghoroghi, "Strategaethau prisiau gorau posibl sy'n seiliedig ar reolaeth ar gyfer porthladdoedd pysgodfeydd smart micro-gridiau," Cynhadledd Ryngwladol IEEE 2021 ar Beirianneg, Technoleg ac Arloesi (ICE / ITMC), 2021, tt. 1-8, doi: 10.1109/ICE / ITMC52061.2021.9570267.
- Abedinzadeh, Setareh, Ali Ghoroghi, a Hamid Reza Erfanian (2020). "Cymhwyso Hybrid GA-SA Heuristic ar gyfer
Lleoliad Gwyrdd Llwybro Problem gyda Pickup a Chyflenwi ar y pryd". Yn: Datblygiadau 1.1, tt. 1–10. doi:
10.11648 / j.advances.20200101.11. - Alzahrani, Ateyah, Ioan Petri, Yacine Rezgui, ac Ali Ghoroghi. 2020. "Datblygu Cymunedau Ynni Clyfar o amgylch Porthladdoedd Pysgodfa: Tuag at Borthladdoedd Pysgodfeydd Di-garbon" Energies 13, rhif 11: 2779. https://doi.org/10.3390/en13112779.
- Abedinzadeh, S., A. Mostofi, and A. Ghoroghi (2018). "Cymhwyso hybrid GA-SA heuristic ar gyfer problem llwybro lleoliad gwyrdd gyda pickup a chyflwyno ar y pryd". Yn: 48fed Cynhadledd Ryngwladol ar Gyfrifiaduron a Pheirianneg Ddiwydiannol (CIE48). Auckland, Seland Newydd.
- Edalat, Abbas, Samira Hossein Ghorban, ac Ali Ghoroghi. 2018. "Ex Post Nash Equilibrium mewn Gemau Bayesaidd llinol ar gyfer Gwneud Penderfyniadau mewn Aml-Amgylchedd" Gemau 9, rhif 4: 85. https://doi.org/10.3390/g9040085 .
- Abedinzadeh, S., S. Afshar, and A. Ghoroghi (2017). "Cadwyn Gyflenwi Gwyrdd Dwy Echelon gyda Pickup a Chyflenwi ar y pryd". Yn: International Journal of Transportation Engineering and Technology (IJTET) 3, tt. 12–18.
- Edalat, A., S. Hossein Ghorban, and A. Ghoroghi (2017). "Aml-gemau ar gyfer Gwneud Penderfyniadau mewn Aml-amgylcheddau". yn: MLSE. Prifysgol Maastricht, Yr Iseldiroedd.
- Rafiefar, N. and A. Ghoroghi (2017a). "Model llwybro hofrennydd effeithlon ar gyfer optimeiddio lleoliad a storio yn nhrychinebau daeargryn Tehran". Yn y Gyngres Ryngwladol Gyntaf ar Wyddoniaeth Beirianneg (NCIES017). Shiraz, Iran.
- - (2017b). "Cymhwyso algorithm genetig ar gyfer problem llwybro lleoliad gyda pickup a chyflwyno ar yr un pryd mewn argyfyngau". Yn: Y Gynhadledd genedlaethol gyntaf ar Ymchwil Gymhwysol mewn Gwyddoniaeth a Pheirianneg. Mashhad, Iran.
- Ghoroghi, A. (2015) "Aml-Gemau a Bayesaidd Nash Equilibria". Seminar Logic Coleg Imperial Llundain, Lloegr.
- Edalat, A. and A. Ghoroghi (2013). Aml-gemau. Gwahoddiad i siarad, Symposiwm Ymchwil Haf Ysgol Graddedigion Coleg Imperial Llundain, y DU.
- Edalat, A., A. Ghoroghi, a G. Sakellariou (2012). "Aml-Gemau ac estyniad gêm ddwbl o'r Prisoner'sDilemma". Yn: 10fed Cynhadledd ar Resymeg, Sylfeini Gêm, a Theori Penderfyniad (LOFT). Sevilla, Sbaen.
Addysgu
I have over two decades of experience in academia I then taught at the School of Engineering, University of Science and Culture in Iran where I later became a professor assistant.
Courses I have taught include:
- University of Science and Culture, Tehran:
- Artificial Intelligence, Simulation in Logistics, Management Information Systems, Simulation and Stochastic Models, Operations Research, Engineering Statistics, Engineering Economics, Information Technology, Principal of Management, Human Factors or Ergonomics, Statistical Quality Control, Quality Management.
- Islamic Azad University, Tehran:
- Operations Research
Bywgraffiad
Rwy'n angerddol am ymchwil, addysgu a chydweithio â'r diwydiant ar brosiectau arloesol.