![Ali Khudhair BSc, MSc, PhD](https://profiles-cardiff.imgix.net/attachments/4042?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Dr Ali Khudhair
(e/fe)
BSc, MSc, PhD
Timau a rolau for Ali Khudhair
Cydymaith Ymchwil
Trosolwyg
Ali Khudhair
PhD, MSc, BSc | Peiriannydd Strwythurol ac Arbenigwr BIM
Rwy'n Gydymaith Ymchwil a Pheiriannydd Strwythurol ym Mhrifysgol Caerdydd, sy'n arbenigo mewn Modelu Gwybodaeth Adeiladu (BIM), efeilliaid digidol, a rhyngweithrededd data semantig. Mae fy ngwaith yn pontio peirianneg ac arloesi digidol, gyda ffocws ar weithredu llifoedd gwaith openBIM sy'n cydymffurfio â ISO 19650 o fewn seilwaith a meysydd amgylcheddol.
Gyda PhD mewn BIM a phrosesu data, rwyf wedi cyfrannu at brosiectau cenedlaethol a rhyngwladol ar draws y sectorau morwrol, trafnidiaeth ac ynni, gan ddatblygu fframweithiau semantig, offer cydymffurfio digidol, a systemau gefeilliaid digidol amser real.
Yn ogystal â pheirianneg a modelu semantig, mae gen i brofiad o ddatblygu meddalwedd, yn enwedig gan ddefnyddio Docker, Django, ac React. Mae'r offer hyn yn cefnogi defnyddio rhyngwynebau efeilliaid digidol ar y we, gwasanaethau data BIM, a phiblinellau awtomeiddio ar gyfer rheoli asedau seilwaith.
Mae fy ymchwil yn cefnogi trawsnewid digidol yr amgylchedd adeiledig trwy integreiddio sgemâu data BIM (IFC), modelu semantig (OWL/RDF), ac offer cymorth penderfyniadau i wella rheoli gwybodaeth cylch bywyd a gwytnwch seilwaith.
Cyhoeddiad
2026
- Rawdin, A. , Khudhair, A. and Li, H. 2026. BIM and ISO 19650 implementation in the Welsh construction industry: a case study of bottom-up governance in a non-mandated region. Journal of Information Technology in Construction 31 , pp.461-476. (10.36680/j.itcon.2026.021)
2025
- Li, K. et al. 2025. An end-to-end and high accuracy solution of cable catenary using dual-parameter optimized physics-informed neural networks. Presented at: The 32nd EG-ICE International Workshop on Intelligent Computing in Engineering Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kimar, B. eds. Proceedings of EG-ICE 2025. Glasgow, UK: , pp.93245. (10.17868/strath.00093245)
- Khudhair, A. et al. 2025. Digital twin and multimodal neural networks for automated coastal railway bridge maintenance. Presented at: EG-ICE 2025 Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025. Glasgow: University of Strathclyde Publishing. (10.17868/strath.00093263)
- Liu, J. , Li, H. and Khudhair, A. 2025. Semantic Gaussian splatting-enhanced facility management within the framework of IFC-graph. Presented at: EG-ICE 2025: International Workshop on Intelligent Computing in Engineering Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025. Glasgow: University of Strathclyde Publishing. , pp.1-7.
- Sun, S. , Li, H. and Khudhair, A. 2025. A comprehensive literature review of personalised indoor comfort: artificial intelligence approaches and applications. Presented at: International Workshop on Intelligent Computing in Engineering, The 32nd EG-ICE International Workshop on Intelligent Computing in Engineering Glasgow, UK 1-4 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Glasgow: University of Strathclyde. (10.17868/strath.00093251)
- Deng, H. et al., 2025. Real-time bridge disaster management: Enabling technology and application framework. Automation in Construction 174 106150. (10.1016/j.autcon.2025.106150)
- Li, K. et al. 2025. Efficient generation of digital rock CT images using LoRA-enhanced stable diffusion models. Intelligent Geoengineering 2 (2), pp.96-108. (10.1016/j.ige.2025.06.002)
- Ren, G. et al., 2025. Leveraging BIM data schema for data interoperability in ports and waterways: A semantic alignment framework for openBIM workflows. Buildings 15 (12) 2007. (10.3390/buildings15122007)
2024
- Li, Z. , Khudhair, A. and Li, H. 2024. Holistic decision-making for optimal siting of urban earthquake emergency shelters: an integrated ontology and fuzzy-AHP approach. International Journal of Fuzzy Systems (10.1007/s40815-024-01889-8)
- Jiang, Y. et al. 2024. Physics-informed knowledge-driven decision-making framework for holistic bridge maintenance. Journal of Construction Engineering and Management 150 (9) 0402410. (10.1061/JCEMD4.COENG-13593)
- Zhu, X. et al. 2024. Automatic bridge maintenance strategy generation framework based on multimodal neural networks. Presented at: GNI Symposium & Expo on Artificial Intelligence for the Built World Munich, Germany 10-12 September 2024.
2023
- Khudhair, A. , Li, H. and Ren, G. 2023. Knowledge-based OpenBIM data exchange for building design. Automation in Construction 156 105144. (10.1016/j.autcon.2023.105144)
2022
- Khudhair, A. et al. 2022. A theoretical holistic decision-making framework supporting collaborative design based on common data analysis (CDA) method. Journal of Building Engineering 46 103686. (10.1016/j.jobe.2021.103686)
- Khudhair, A. 2022. Knowledge-based automatic OpenBIM data exchanging framework supporting holistic building design. PhD Thesis , Cardiff University.
2021
- Ren, G. et al. 2021. Aligning BIM and ontology for information retrieve and reasoning in value for money assessment. Automation in Construction 124 103565. (10.1016/j.autcon.2021.103565)
- Khudhair, A. et al. 2021. Towards future BIM technology innovations: a bibliometric analysis of the literature. Applied Sciences 11 (3) 1232. (10.3390/app11031232)
2020
- Khudhair, A. and Li, H. 2020. Knowledge-driven holistic decision making supporting multi-objective innovative design. Presented at: 2nd International Conference on Sustainable Smart Manufacturing Manchester, United Kingdom 9-11 April, 2019. Published in: Jorge da Silva Bartolo, P. et al., Industry 4.0 – Shaping The Future of The Digital World. London: CRC Press. , pp.216-221. (10.1201/9780367823085-39)
Cynadleddau
- Li, K. et al. 2025. An end-to-end and high accuracy solution of cable catenary using dual-parameter optimized physics-informed neural networks. Presented at: The 32nd EG-ICE International Workshop on Intelligent Computing in Engineering Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kimar, B. eds. Proceedings of EG-ICE 2025. Glasgow, UK: , pp.93245. (10.17868/strath.00093245)
- Khudhair, A. et al. 2025. Digital twin and multimodal neural networks for automated coastal railway bridge maintenance. Presented at: EG-ICE 2025 Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025. Glasgow: University of Strathclyde Publishing. (10.17868/strath.00093263)
- Liu, J. , Li, H. and Khudhair, A. 2025. Semantic Gaussian splatting-enhanced facility management within the framework of IFC-graph. Presented at: EG-ICE 2025: International Workshop on Intelligent Computing in Engineering Glasgow, UK 1-3 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025. Glasgow: University of Strathclyde Publishing. , pp.1-7.
- Sun, S. , Li, H. and Khudhair, A. 2025. A comprehensive literature review of personalised indoor comfort: artificial intelligence approaches and applications. Presented at: International Workshop on Intelligent Computing in Engineering, The 32nd EG-ICE International Workshop on Intelligent Computing in Engineering Glasgow, UK 1-4 July 2025. Published in: Moreno-Rangel, A. and Kumar, B. eds. EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Glasgow: University of Strathclyde. (10.17868/strath.00093251)
- Zhu, X. et al. 2024. Automatic bridge maintenance strategy generation framework based on multimodal neural networks. Presented at: GNI Symposium & Expo on Artificial Intelligence for the Built World Munich, Germany 10-12 September 2024.
- Khudhair, A. and Li, H. 2020. Knowledge-driven holistic decision making supporting multi-objective innovative design. Presented at: 2nd International Conference on Sustainable Smart Manufacturing Manchester, United Kingdom 9-11 April, 2019. Published in: Jorge da Silva Bartolo, P. et al., Industry 4.0 – Shaping The Future of The Digital World. London: CRC Press. , pp.216-221. (10.1201/9780367823085-39)
Erthyglau
- Rawdin, A. , Khudhair, A. and Li, H. 2026. BIM and ISO 19650 implementation in the Welsh construction industry: a case study of bottom-up governance in a non-mandated region. Journal of Information Technology in Construction 31 , pp.461-476. (10.36680/j.itcon.2026.021)
- Deng, H. et al., 2025. Real-time bridge disaster management: Enabling technology and application framework. Automation in Construction 174 106150. (10.1016/j.autcon.2025.106150)
- Li, K. et al. 2025. Efficient generation of digital rock CT images using LoRA-enhanced stable diffusion models. Intelligent Geoengineering 2 (2), pp.96-108. (10.1016/j.ige.2025.06.002)
- Ren, G. et al., 2025. Leveraging BIM data schema for data interoperability in ports and waterways: A semantic alignment framework for openBIM workflows. Buildings 15 (12) 2007. (10.3390/buildings15122007)
- Li, Z. , Khudhair, A. and Li, H. 2024. Holistic decision-making for optimal siting of urban earthquake emergency shelters: an integrated ontology and fuzzy-AHP approach. International Journal of Fuzzy Systems (10.1007/s40815-024-01889-8)
- Jiang, Y. et al. 2024. Physics-informed knowledge-driven decision-making framework for holistic bridge maintenance. Journal of Construction Engineering and Management 150 (9) 0402410. (10.1061/JCEMD4.COENG-13593)
- Khudhair, A. , Li, H. and Ren, G. 2023. Knowledge-based OpenBIM data exchange for building design. Automation in Construction 156 105144. (10.1016/j.autcon.2023.105144)
- Khudhair, A. et al. 2022. A theoretical holistic decision-making framework supporting collaborative design based on common data analysis (CDA) method. Journal of Building Engineering 46 103686. (10.1016/j.jobe.2021.103686)
- Ren, G. et al. 2021. Aligning BIM and ontology for information retrieve and reasoning in value for money assessment. Automation in Construction 124 103565. (10.1016/j.autcon.2021.103565)
- Khudhair, A. et al. 2021. Towards future BIM technology innovations: a bibliometric analysis of the literature. Applied Sciences 11 (3) 1232. (10.3390/app11031232)
Gosodiad
- Khudhair, A. 2022. Knowledge-based automatic OpenBIM data exchanging framework supporting holistic building design. PhD Thesis , Cardiff University.
Ymchwil
Mae fy ymchwil yn canolbwyntio ar alluogi trawsnewid digidol yn yr amgylchedd adeiledig trwy BIM, efeilliaid digidol, ac integreiddio data semantig. Rwy'n arbenigo mewn datblygu llifoedd gwaith openBIM sy'n cydymffurfio â ISO 19650, modelau data sy'n seiliedig ar ontoleg, ac offer wedi'u gyrru gan AI i gefnogi gwytnwch seilwaith, rheoli asedau cylch bywyd, ac awtomeiddio cydymffurfio.
Rwy'n Ymarferydd BIM ardystiedig, ar ôl cwblhau hyfforddiant ar ISO 19650 Rhan 2 (Cyflawni Prosiect) a Rhan 4 (Cyfnewid Gwybodaeth) trwy'r Academi Hyfforddi BSI. Mae'r cymhwyster ffurfiol hwn yn ategu fy ymchwil academaidd ac yn cefnogi gweithredu safonau openBIM yn ymarferol mewn prosiectau seilwaith yn y byd go iawn.
Mae rhan graidd o fy ngwaith yn cynnwys modelu semantig gan ddefnyddio IFC, OWL/RDF, a rhesymu seiliedig ar reolau i wella rhyngweithrededd data a gwneud penderfyniadau ar draws meysydd seilwaith. Rwyf wedi cyfrannu at brosiectau cenedlaethol a rhyngwladol yn y sectorau morwrol, trafnidiaeth ac ynni, gan ddatblygu llwyfannau cydymffurfio digidol, fframweithiau integreiddio amgylcheddol, a modelau BIM ffederal.
Roedd ymchwil gydweithredol ddiweddar yn cynnwys datblygu system Rheoli Gwybodaeth Asedau (AIM) ar gyfer cynnal a chadw pontydd rhagfynegol. Mae'r system yn cyfuno prosesu delweddau a modelau sy'n seiliedig ar CNN i ganfod difrod strwythurol a chynhyrchu awgrymiadau atgyweirio, sydd wedi'u hintegreiddio i fodelau BIM sy'n seiliedig ar IFC. Gall defnyddwyr uwchlwytho ffeiliau IFC, dewis cydrannau, a chymhwyso rhagfynegiadau cynnal a chadw, gan greu cyswllt rhwng monitro cyflwr yn y byd go iawn a diweddariadau asedau digidol.
Rwyf hefyd yn gweithio ar fframweithiau penderfynu aml-feini prawf a arweinir gan ontoleg, fel fuzzy-AHP, i gefnogi tasgau cynllunio cymhleth fel lleoliad gorau posibl llochesi argyfwng daeargryn trefol. Mae'r modelau hyn yn gwella cefnogaeth penderfyniadau trwy ddal barn arbenigol, data gofodol, a metrigau perfformiad mewn fframwaith semantig unedig.
Trwy ymchwil gymhwysol, datblygu offer, a chydweithredu â mentrau fel buildingSMART International, mae fy ngwaith yn anelu at hyrwyddo atebion digidol agored, deallus a chynaliadwy ar gyfer seilwaith a'r amgylchedd adeiledig.