Romeo Marian

Prof Romeo Marian

Associate Professor of Engineering

School of Electrical and Mechanical Engineering

College of Engineering and Information Technology

Available For Media Comment.

Member of IAI: Industrial AI Research Centre
https://www.unisa.edu.au/research/industrial-ai/

Chartered Professional Engineer, NER, Fellow of Institution of Engineers Australia
The Institution of Engineers, Australia

Member, Asociatia Generala a Inginerilor din Romania, AGIR
        The General Association of Engineers, Romania

Affiliate Member of IVE: Australian Research Centre for Interactive and Virtual Environments
www.unisa.edu.au/research/IVE/

Web of Science ResearcherID: DEO-4978-2022

- Applications of Artificial Intelligence in Mechanical, Manufacturing and Industrial Engineering

- Genetic Algorithms - Optimisation of combinatorial problems

- Optimisation of assembly sequences and processes

- Logistics and Supply Chain Management: Modelling, optimisation and simulation

- Hydraulic and pneumatic drives and systems

- Robotics

- Flexible assembly cells

- Computational Mechanics (FEA) and Computational Fluid Mechanics (CFD)

- Design of mechanical, thermal and combustion systems

- Welding

Year Citation
2025 Kaliszewski, N., Marian, R., & Chahl, J. (2025). A reliability centred maintenance-oriented framework for modelling, evaluating, and optimising complex repairable flow networks. Complex & Intelligent Systems, 11(223), 1-25.
DOI
2025 Jin, Z., Marian, R. M., & Chahl, J. S. (2025). A Critical Analysis and Roadmap for the Development of Industry 4-Oriented Facilities for Education, Training, and Research in Academia. Applied System Innovation, 8(4), 36 pages.
DOI
2024 Jin, Z., Marian, R. M., & Chahl, J. S. (2024). A new redundancy strategy for enabling graceful degradation in resilient robotic flexible assembly cells. International Journal of Advanced Manufacturing Technology, 131(7-8), 3695-3711.
DOI Scopus1 WoS1
2024 Lefik, A. T., Marian, R. M., & Chahl, J. S. (2024). A bibliometric analysis of flapping wing instrumentation. Aerospace, 11(1, article no. 25), 1-28.
DOI
2023 Lucas, S., Marian, R., Lucas, M., Ogunwa, T., & Chahl, J. (2023). Employing the peltier effect to control motor operating temperatures. Energies, 16(5, article no. 2498), 1-15.
DOI
2023 Lucas, S., Marian, R., Lucas, M., Ogunwa, T., & Chahl, J. (2023). Active thermal management of electric motors and generators using thermoelectric (peltier effect) technology. Energies, 16(9, article no. 3844), 1-16.
DOI
2023 Jin, Z., Marian, R. M., & Chahl, J. S. (2023). Achieving batch-size-of-one production model in robot flexible assembly cells. International Journal of Advanced Manufacturing Technology, 126(5-6), 2097-2116.
DOI Scopus10 WoS8
2022 Porumb, I., Marian, R., Doğançay, K., & Chahl, J. S. (2022). Robust Instant Angle Speed Measurement for Internal Combustion Engines—A Novel Sensing Suite and Methodology. Sensors, 22(3), 26 pages.
DOI Scopus1 WoS1
2022 Chitsaz, N., Siddiqui, K., Marian, R., & Chahl, J. (2022). Numerical and experimental analysis of three-dimensional microcorrugated wing in gliding flight. Journal of Fluids Engineering, 144(1, article no. 011205), 1-11.
DOI
2022 Lucas, S., Bari, S., Marian, R., Lucas, M., & Chahl, J. (2022). Cooling by Peltier effect and active control systems to thermally manage operating temperatures of electrical machines (motors and generators). Thermal Science and Engineering Progress, 27(article no. 100990), 1-10.
DOI
2022 Capizzi, V., & Marian, R. (2022). A stochastic network approach to modelling ship evacuation. International Journal of Maritime Engineering, 163(A4), A19-A34.
DOI
2022 Lucas, S., Marian, R., Lucas, M., Bari, S., Ogunwa, T., & Chahl, J. (2022). Research in life extension of electrical motors by controlling the impact of the environment through employing Peltier effect. Energies, 15(20, article no. 7659), 1-16.
DOI
2022 Lefik, A. T., Marian, R. M., Ogunwa, T., & Chahl, J. S. (2022). A framework for characterizing flapping wing systems. Drones, 6(12, article no. 398), 1-24.
DOI
2021 Chitsaz, N., Siddiqui, K., & Marian, R. (2021). An experimental study of the aerodynamics of micro corrugated wings at low Reynolds number. Experimental Thermal and Fluid Science, 121(110286), 1-14.
DOI
2020 Chitsaz, N., Marian, R., Chitsaz, A., & Chahl, J. S. (2020). Parametric and statistical study of the wing geometry of 75 species of odonata. Applied Sciences, 10(15, article no. 5389), 1-17.
DOI
2020 Chitsaz, N., Marian, R., & Chahl, J. (2020). Experimental method for 3D reconstruction of Odonata wings (methodology and dataset). PLoS ONE, 15(4, article no. e0232193), 1-18.
DOI
2019 Uddin, M. S., Santos, V., & Marian, R. (2019). Interplay of process variables in magnetic abrasive finishing of AISI 1018 steel using SiC and Al₂O₃ abrasives. Journal of manufacturing and materials processing, 3(2), 1-18.
DOI
2019 Dao, S. D., Abhary, K., Marian, R., & Goh, M. (2019). Optimisation of production scheduling for multi-product orders in VCIM systems using GA. Soft computing, 23(20), 10199-10224.
DOI Scopus4 WoS3
2018 Moayyedian, M., Abhary, K., & Marian, R. (2018). Optimization of injection molding process based on fuzzy quality evaluation and Taguchi experimental design. CIRP Journal of manufacturing science and technology, 20, 150-160.
DOI
2018 Hajiabolhasani, Z., Marian, R., & Boland, J. (2018). Simulation-optimisation of a granularity controlled consumer supply network using genetic algorithms. Advances in science, technology and engineering systems (ASTES), 3(6), 455-468.
DOI Scopus1
2018 Dao, S. D., Abhary, K., & Marian, R. (2018). An innovative GA for optimisation of integrated manufacturing-transportation scheduling in VCIM systems. Operational research, 20(3), 1289-1320.
DOI
2018 Dao, S. D., Abhary, K., & Marian, R. (2018). An innovative model for resource scheduling in VCIM systems. Operational research, 18(1), 33-54.
DOI
2017 Dao, S. D., Abhary, K., & Marian, R. (2017). An improved genetic algorithm for multidimensional optimization of precedence-constrained production planning and scheduling. Journal of industrial engineering international, 13(2), 143-159.
DOI
2017 Moayyedian, M., Abhary, K., & Marian, R. (2017). The analysis of short shot possibility in injection molding process. International journal of advanced manufacturing technology, 91(9-12), 3977-3989.
DOI
2017 Dao, S. D., Abhary, K., & Marian, R. M. (2017). Optimisation of assembly scheduling in VCIM systems using genetic algorithm. Journal of industrial engineering international, 13(3), 275-296.
DOI
2017 Dao, S. D., Abhary, K., & Marian, R. (2017). A bibliometric analysis of Genetic Algorithms throughout the history. Computers and industrial engineering, 110, 395-403.
DOI
2017 Dao, S. D., Abhary, K., & Marian, R. (2017). An innovative framework for designing genetic algorithm structures. Expert Systems with Applications, 90, 196-208.
DOI
2017 Hajiabolhasani, Z., Marian, R., & Boland, J. (2017). Consumer supply network planning: literature review and analysis. Journal of multidisciplinary engineering science studies, 3(3), 1519-1538.
2017 Dao, S. D., Abhary, K., & Marian, R. (2017). An integrated production scheduling model for multi-product orders in VCIM systems. International journal of systems assurance engineering and management, 8(1), 12-27.
DOI
2016 Moayyedian, M., Abhary, K., & Marian, R. (2016). The analysis of defects prediction in injection molding. International journal of mechanical, aerospace, industrial, mechatronic and manufacturing engineering, 10(12), 1819-1822.
2016 Abd, K., Abhary, K., & Marian, R. (2016). Multi-objective optimisation of dynamic scheduling in robotic flexible assembly cells via fuzzy-based Taguchi approach. Computers and industrial engineering, 99, 250-259.
DOI
2016 Dao, S. D., Abhary, K., & Marian, R. (2016). A stochastic production scheduling model for VCIM systems. Intelligent industrial systems, 2(1), 85-101.
DOI
2016 Moayyedian, M., Abhary, K., & Marian, R. (2016). Gate design and filling process analysis of the cavity in injection molding process. Advances in manufacturing, 4(2), 123-133.
DOI
2016 Dao, S. D., Abhary, K., & Marian, R. (2016). Maximising performance of genetic algorithm solver in Matlab. Engineering Letters, 24(1), 75-83.
2016 Dao, S. D., Abhary, K., & Marian, R. (2016). An improved structure of genetic algorithms for global optimisation. Progress in artificial intelligence, 5(3), 155-163.
DOI
2016 Moayyedian, M., Abhary, K., & Marian, R. (2016). Elliptical cross sectional shape of runner system in injection mold design. International journal of plastics technology, 20(2), 249-264.
DOI
2016 Elango, M., Subramanian, N., Marian, R., & Goh, M. (2016). Distributed hybrid multiagent task allocation approach for dual-nozzle 3D printers in microfactories. International journal of production research, 54(23), 7014-7026.
DOI Scopus7 WoS7
2015 Bachhuka, A., Christo, S., Cavallaro, A., Diener, K., Mierczynska, A., Smith, L., . . . Vasilev, K. (2015). Hybrid core/shell microparticles and their use for understanding biological processes. Journal of Colloid and Interface Science, 457, 9-17.
DOI Scopus18 WoS18 Europe PMC9
2015 Eladabee, F., Marian, R., & Amer, Y. (2015). A Robust Optimisation Approach of a Simultaneous Cost-Risk Reduction under a Just-in-time environment using a Genetic Algorithm. Applied Mechanics and Materials, 743, 307-316.
DOI
2015 Moayyedian, M., Abhary, K., & Marian, R. (2015). New design feature of mold in injection molding for scrap reduction. Procedia manufacturing, 2, 241-245.
DOI
2014 Eldabee, F. F. M., Marian, R. M., & Amer, Y. (2014). A genetic algorithm for a simultaneous optimisation of cost-risk reduction under a just-in-time adaption. Journal of computer science, 10(12), 2507-2517.
DOI
2014 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2014). Hybrid genetic algorithms for part type selection and machine loading problems with alternative production plans in flexible manufacturing system. ECTI Transactionson computer and information technology, 8(1), 80-93.
2014 Dao, S. D., Abhary, K., & Marian, R. (2014). Oprimisation of partner selection and collaborative transportation scheduling in Virtual Enterprises using GA. Expert systems with applications, 41(15), 6701-6717.
DOI
2013 Abd, K. K., Abhary, K. G., & Marian, R. M. (2013). Application of a Fuzzy-Simulation Model of Scheduling robotic Flexible Assembly Cells. Journal of Computer Science, 9(12), 1769-1777.
DOI
2013 Abd, K. K., Abhary, K., & Marian, R. M. (2013). Development of a fuzzy-simulation model of scheduling robotic flexible assembly cells. Journal of computer science, 9(12), 1761-1768.
DOI
2013 Haji, Z., Marian, R. M., & Luong, L. (2013). Optimisation of multi-commodities consumer supply chains for-part I-modeling. Journal of computer science, 9(12), 1830-1846.
DOI
2013 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2013). Real coded genetic algorithms for solving flexible job-shop scheduling problem: part II: optimization. Advanced materials research, 701, 364-369.
DOI
2013 Dao, S. D., & Marian, R. M. (2013). Genetic algorithms for integrated optimisation of precedence-constrained production sequencing and scheduling. Lecture notes in electrical engineering, 130, 65-80.
DOI
2013 Abd, K. K., Abhary, K. G., & Marian, R. M. (2013). Application of fuzzy logic to multi-objective scheduling problems in robotic flexible assembly cells. Automation, control and intelligent systems, 1(3), 34-41.
DOI
2013 El Dabee, F., Marian, R., & Amer, Y. (2013). Development of a model for simultaneous cost-risks reduction in JIT systems using multi-external and local backup suppliers. Automation, control and intelligent systems, 1(3), 42-52.
DOI
2013 Mahmudy, W. F., Marian, R., & Luong, L. H. S. (2013). Modeling and optimization of part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms. World Academy of Science, Engineering and Technology. Proceedings, 7(4), 181-190.
2013 Abd, K., Abhary, K., & Marian, R. (2013). A fuzzy decision support system for selecting the optimal scheduling rule in robotic flexible assembly cells. Australian journal of multi-disciplinary engineering, 9(2), 125-132.
DOI
2013 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2013). Real coded genetic algorithms for solving flexible job-shop scheduling problem: part I: modelling. Advanced materials research, 701, 359-363.
DOI
2013 Fahimnia, B., Farahani, R. Z., Marian, R., & Luong, L. (2013). A review and critique on integrated production-distribution planning models and techniques. Journal of manufacturing systems, 32(1), 1-19.
DOI
2013 Eldabee, F., Marian, R., & Amer, Y. (2013). An optimisation model for a simultaneous cost-risk reduction in just-in-time systems. Australian Journal of Multi-disciplinary Engineering, 9(2), 139-147.
2013 Abd, K., Abhary, K., & Marian, R. (2013). Simulation modelling and analysis of scheduling in robotic flexible assembly cells using Taguchi method. International journal of production research, 52(9), 2654-2666.
DOI
2013 Eldabee, F. F. M., Marian, R. M., & Amer, Y. (2013). A novel optimization model for simultaneous cost-risk reduction in multi-suppliers just-in-time systems. Journal of computer science, 9(12), 1778-1792.
DOI
2012 Fahimnia, B., Luong, L., & Marian, R. (2012). Genetic algorithm optimisation of an integrated aggregate production-distribution plan in supply chains. International journal of production research, 50(1), 81-96.
DOI
2012 Dao, S. D., Abhary, K., & Marian, R. (2012). Optimisation of resource scheduling in VCIM systems using genetic algorithm. International journal of advanced research in artificial intelligence, 1(8), 49-56.
2011 Dao, S. D., & Marian, R. (2011). Modeling and optimisation of precedence-constrained production sequencing and scheduling for multiple production lines using genetic algorithms. Computer technology and application, 2(6), 487-499.
DOI
2009 Fahimnia, B., Marian, R. M., & Motevallian, B. (2009). Analysing the hindrances to the reduction of manufacturing lead-time and their associated environmental pollution. International journal of environmental technology and management, 10(1), 16-25.
DOI
2008 Lai, K. T., Luong, L. H. S., & Marian, R. M. (2008). A genetic algorithm for single source capacitated facility location problem. Annals of DAAAM and Proceedings, 739-740.
2008 Marian, R. M., Luong, L. H. S., & Akararungruangkul, R. (2008). Optimisation of distribution networks using Genetic Algorithms. Part 2 - Genetic Algorithm and Genetic Operators. International journal of manufacturing technology and management, 15(1), 84-101.
DOI
2008 Marian, R. M., Luong, L. H. S., & Akararungruangkul, R. (2008). Optimisation of distribution networks using Genetic Algorithms. Part 1 - problem modelling and automatic generation of solutions. International journal of manufacturing technology and management, 15(1), 64-83.
DOI
2008 Fahimnia, B., Luong, L. H. S., & Marian, R. M. (2008). Optimization/simulation modeling of the integrated production-distribution plan: an innovative survey. WSEAS Transactions on Business and Economics, 5(3), 52-65.
2008 Lai, K. T., Luong, L. H. S., Marian, R. M., & Lee, M. K. (2008). An Optimisation Framework for the Design of Multi-echelon Production-distribution Networks using Genetic Algorithms. Asian International Journal of Science and Technology in Production and Manufacturing Engineering, 1(2), 17-29.
2007 Fahimnia, B., Luong, L. H. S., Motevallian, B., Marian, R. M., & Mohammad Esmaeil, M. (2007). Analyzing and formulation of product lead-time. International Journal of Applied Mathematics and Computer Sciences.
2006 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (2006). A genetic algorithm for the optimisation of assembly sequences. Computers and industrial engineering, 50(4), 503-527.
DOI
2003 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (2003). Assembly sequence planning and optimisation using genetic algorithms : part 1 automatic generation of feasible assembly sequences. Applied soft computing, 2(3), 223-253.
DOI

Year Citation
2024 Marian, R. M., Surubaru, T., & Isoc, D. (2024). Are ChatGPT-Like applications harmful for the learning process?. In M. E. Auer (Ed.), Event/exhibition information: Proceedings of the 26th International Conference on Interactive Collaborative Learning (ICL2023), vol. 2, Madrid, 26/09/2023-29/09/2023
Source details - Title: Towards a hybrid, flexible and socially engaged higher education. ICL 2023. Lecture Notes in Networks and Systems (pp. 213-225). Switzerland: Springer Nature.
DOI
2013 Abd, K., Abhary, K., & Marian, R. (2013). Intelligent model of scheduling RFACs - Part I: methodology and strategy. In B. Katalinic, & Z. Tekic (Eds.), Source details - Title: DAAAM International Scientific Book 2013 (pp. 719-736). Vienna: DAAAM International Publishing.
DOI
2013 Abd, K., Abhary, K., & Marian, R. (2013). Intelligent model of scheduling RFACs - Part II: Application. In B. Katalinic, & Z. Tekic (Eds.), Source details - Title: DAAAM International Scientific Book 2013 (pp. 737-750). Vienna, Austria: DAAAM International.
DOI
2012 Marian, R. M., Luong, L. H. S., & Dao, S. D. (2012). Hybrid genetic algorithm optimisation of distribution networks: A comparative study. In Source details - Title: Intelligent control and innovative computing (pp. 109-122). Springer.
DOI
2010 Motevallian, B., Abhary, K. G., Luong, L. H. S., & Marian, R. M. (2010). Integration and optimisation of product design for ease of disassembly. In L. Dudas (Ed.), Source details - Title: Engineering the future (pp. 317-340). Croatia: InTech.
2009 Lai, K. T., Luong, L. H. S., & Marian, R. M. (2009). Single source facility location problem using genetic algorithm. In B. Katalinic (Ed.), Source details - Title: DAAAM international scientific book 2009 (pp. 341-348). Austria: DAAAM International.
DOI
2005 Luong, L. H. S., Marian, R. M., & Abhary, K. G. (2005). Assembly sequence optimization using genetic algorithms. In Source details - Title: Business and Technology in the New Millennium: Intelligent Knowledge-Based Systems - Volume 5: Neural Networks, Fuzzy Theory and Genetic Algorithms (pp. 234-271). Massachusetts, USA: Kluwer Academic Publishers.

Year Citation
2023 Law, Y. W., Qiao, Y., Chow, C., Marian, R., Gorjian Jolfaei, N., Gorjian, N., & Pan, J. S. (2023). Diagnosing rolling-element bearing faults in the real world: problem solved?. In Proceedings of the IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society (pp. 1-6). US: IEEE.
DOI
2020 Protic, A., Jin, Z., Marian, R., Abd, K., Campbell, D., & Chahl, J. (2020). Development of a novel control approach for collaborative robotics in I4 intelligent flexible assembling cells. In IEEE International Conference on Industrial Engineering and Engineering Management Vol. 2020-December (pp. 974-978). US: IEEE.
DOI Scopus5 WoS3
2020 Protic, A., Jin, Z., Marian, R., Abd, K., Campbell, D., & Chahl, J. (2020). Implementation of a Bi-Directional Digital Twin for Industry 4 Labs in Academia: A Solution Based on OPC UA. In IEEE International Conference on Industrial Engineering and Engineering Management Vol. 2020-December (pp. 979-983). US: IEEE.
DOI Scopus25 WoS15
2020 Lefik, A., Chahl, J. S., & Marian, R. (2020). Concept instrumentation for flapping wing UAVs and MAVs. In AIAC18: 18th Australian International Aerospace Congress (2019): HUMS - 11th Defence Science and Technology (DST) International Conference on Health and Usage Monitoring (HUMS 2019): ISSFD - 27th International Symposium on Space Flight Dynamics (ISSFD) (pp. 406-411). Australia: Engineers Australia.
2020 Porumb, I., McIntyre, T., Marian, R., Dogancay, K., & Chahl, J. (2020). Experimental characterization of a small internal combustion aero engine. In AIAC18: 18th Australian International Aerospace Congress (2019): HUMS - 11th Defence Science and Technology (DST) International Conference on Health and Usage Monitoring (HUMS 2019): ISSFD - 27th International Symposium on Space Flight Dynamics (ISSFD) (pp. 192-197). Australia: Engineers Australia.
2019 Chitsaz, N., Yap, N., Marian, R., & Chahl, J. (2019). An introduction to the real based method for 3D aerodynamic analysis of the insect flyers at low reynolds numbers. In Proceedings of the 27th Annual Conference of the CFDSC (pp. 24-28). UK: Western University.
2019 Porumb, I., McIntyre, T., Marian, R., Doğançay, K., & Chahl, J. (2019). Modelling of a small internal combustion aero engine. In AIAC18: 18th Australian International Aerospace Congress (2019): HUMS - 11th Defence Science and Technology (DST) International Conference on Health and Usage Monitoring (HUMS 2019): ISSFD - 27th International Symposium on Space Flight Dynamics (ISSFD) (pp. 198-203). Australia: Engineers Australia.
2019 Chitsaz, N., Marian, R., & Chahl, J. (2019). Bio-inspired flapping-wing micro air vehicles material properties and evolutionary fabrication. In AIAC18: 18th Australian International Aerospace Congress (2019): HUMS - 11th Defence Science and Technology (DST) International Conference on Health and Usage Monitoring (HUMS 2019): ISSFD - 27th International Symposium on Space Flight Dynamics (ISSFD) (pp. 425-430). Australia: Engineers Australia.
2019 Marian, R., Campbell, D., Jin, Z., Stumptner, M., & Chahl, J. (2019). Critical Infrastructure for Industry 4 Laboratories and Learning Factories in Academia. In IEEE International Conference on Industrial Engineering and Engineering Management (pp. 556-560). US: IEEE.
DOI Scopus4 WoS4
2019 Marian, R., Campbell, D., Jin, Z., Stumptner, M., & Chahl, J. (2019). Challenges in Implementing Industry 4 Laboratories and Learning Factories in Academia. In IEEE International Conference on Industrial Engineering and Engineering Management (pp. 506-510). Netherlands: IEEE.
DOI Scopus5 WoS3
2017 Haji Abolhasani, Z., Marian, R., & Boland, J. (2017). Simulation-optimisation of multi-product, multi- period consumer supply network using genetic algorithms. In Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2017 Vol. 2018-January (pp. 34-44). US: IEEE.
DOI Scopus1
2017 Bardwell, M., Bari, S., & Marian, R. (2017). An approach to clean particulates from diesel emissions: Edps baseline Prototype testing equipment and methodology. In ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE) Vol. 14 (pp. 1-9). US: ASME.
DOI
2017 Dao, S. D., Abhary, K., & Marian, R. (2017). The latest developments in virtual computer-integrated manufacturing systems. In S. -I. Ao (Ed.), IAENG transactions on engineering sciences : Special issue for the International Association of Engineers conferences 2016 (pp. 232-239). Singapore: World Scientific.
DOI
2016 Dao, S. D., Abhary, K., & Marian, R. (2016). An effective genetic algorithm for large-scale traveling salesman problems. In S. I. Ao, C. Douglas, & W. S. Grundfest (Eds.), Proceedings of the World Congress on Engineering and Computer Science 2016 Vol. 1 (pp. 516-520). Hong Kong: Newswood Limited.
2016 Dao, S. D., Abhary, K., & Marian, R. (2016). Is a virtual computer-integrated manufacturing system feasible?. In S. I. Ao (Ed.), Proceedings of The World Congress on Engineering Vol. 2 (pp. 733-736). Hong Kong: Newswood Limited.
2016 Firmansyah, M. R., Amer, Y., & Marian, R. (2016). Intermediary agent in the holistic collaborative production distribution network model for SMMEs. In Proceedings of the International Conference on Industrial Engineering and Operations Management (pp. 2940-2941). Malaysia: IEOM society International.
2015 Dao, S. D., Abhary, K., & Marian, R. (2015). An adaptive restarting genetic algorithm for global optimization. In Proceedings of the World Congress on Engineering and Computer Science Vol. 1 (pp. 455-459). China: International Association of Engineers.
2015 Bari, S., & Marian, R. (2015). Evolution of risk of diesel engine emissions on health during last 4 decades and comparison with other engine cycles: an innovative survey. In Proceedings of the ASME 2015 International Mechanical Engineering Congress & Exposition IMECE2015 Vol. 12 (pp. 1-10). US: ASME.
DOI
2015 Moayyedianan, M., Abhary, K. G., & Marian, R. M. (2015). Improved gate system for scrap reduction in injection molding processes. In Procedia manufacturing Vol. 2 (pp. 246-250). Netherlands: Elsevier.
DOI
2015 Abd, K., Abhary, K., & Marian, R. (2015). A methodology for fuzzy multi-criteria decision-making approach for scheduling problems in robotic flexible assembly cells. In IEEE International Conference on Industrial Engineering and Engineering Management (pp. 374-378). US: IEEE.
DOI
2014 Abd, K., Abhary, K., & Marian, R. (2014). Application of a fuzzy multi-criteria decision-making approach for dynamic scheduling in robotic flexible assembly cells. In IEEE International Conference on Industrial Engineering and Engineering Management (pp. 379-382). US: IEEE.
DOI
2014 Hajiabolhasani, Z., Marian, R. M., & Luong, L. H. S. (2014). Optimization of multi-commodities consumer supply chain part II: simulation modeling. In Industrial Engineering and Engineering Management (IEEM) (pp. 209-213). US: IEEE Press.
DOI
2014 Abd, K. K., Abhary, K. G., & Marian, R. M. (2014). Development of an intelligent approach to dynamic scheduling in robotic flexible assembly cells. In IAENG Transactions on Engineering Sciences - Special Issue of the International MultiConference of Engineers and Computer Scientists, IMECS 2013 and World Congress on Engineering, WCE 2013 (pp. 203-214). London, England: Taylor and Francis.
DOI
2014 Eldabee, F. F. M., Marian, R. M., & Amer, Y. (2014). A simultaneous cost-risk reduction optimisation in JIT systems using genetic algorithms. In International conference on control system, computing and engineering (pp. 84-89). US: IEEE Press.
DOI
2013 Abd, K., Abhary, K., & Marian, R. (2013). A methodology for scheduling robotic flexible assembly cells using fuzzy logic and simulation. In S. I. Ao (Ed.), Proceedings of the World Congress on Engineering 2013 Vol. 1 (pp. 449-454). China: International Association of Engineers.
2013 Eldabee, F. F. M., Marian, R. M., & Amer, Y. (2013). A novel model for simultaneously minimising costs and risks in just-in-time systems using multi-backup suppliers: part 1-modelling. In International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering (pp. 340-345). Turkey: WASET - World Academy of Science Engineering a....
2013 Eldabee, F., Marian, R., & Amer, Y. (2013). A Novel Model for Simultaneously Minimising Costs and Risks in Just-in-Time Systems Using Multi-backup Suppliers: Part 2-Results. In International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering (pp. 346-353). Turkey: WASET - World Academy of Science Engineering a....
2013 Abd, K., Abhary, K., & Marian, R. (2013). Comparative analysis of MCDM methods and implementation of the scheduling rule selection problem: a case study in robotic flexible assembly cells. In V. Rao (Ed.), Proceedings of the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) (pp. 16-20). India: Sardar Vallabhbhai National Institute of Technology.
2013 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2013). Optimization of part type selection and loading problem with alternative production plans in flexible manufacturing system using hybrid genetic algorithms - part 2 : genetic operators and results. In Proceedings of the 2013 5th International Conference on Knowledge and Smart Technology (KST) (pp. 75-80). US: IEEE Press.
DOI
2013 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2013). Optimization of part type selection and loading problem with alternative production plans in flexible manufacturing system using hybrid genetic algorithms: part 1: modelling and representation. In Proceedings of the 2013 5th International Conference on Knowledge and Smart Technology (KST) (pp. 75-80). US: IEEE.
DOI
2013 Abu Ajamieh, A. M., Luong, L. H. S., & Marian, R. M. (2013). Using SIMULINK® to model and simulate supplier evaluation and selection problem. In J. Piantadosi, R. S. Anderssen, & J. Boland (Eds.), MODSIM2013, 20th International Congress on Modelling and Simulation (pp. 1-7). Australia: Modelling and Simulation Society of Australia and New Zealand.
2013 Motevallian, B., Abhary, K., Luong, L., & Marian, R. (2013). Analysing modelling and optimising disassembly sequence plan using genetic algorithms. In Proceedings of the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT). India: Sardar Vallabhbhai National Institute of Technology.
2012 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2012). Solving part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms : Part I: Modeling. In ICCAR-International Conference on Control, Automation and Robotics 2012 Vol. 6 (pp. 699-705). Italy: World Academy of Science Engineering and Technology (WASET).
2012 Mahmudy, W. F., Marian, R. M., & Luong, L. H. S. (2012). Solving part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms- part II: modeling. In World Academy of Science, Engineering and Technology 2012 Vol. 6 (pp. 780-784). Italy: WASET - World Academy of Science Engineering a....
2012 Abd, K., Abhary, K., & Marian, R. (2012). Efficient scheduling rule for robotic flexible assembly cells based on fuzzy approach. In D. Mourtzis, & G. Chryssolouris (Eds.), Procedia CIRP Vol. 3 (pp. 483-488). Netherlands: Elsevier BV.
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2012 Abd, K. K., Abhary, K. G., & Marian, R. M. (2012). Scheduling and performance evaluation of robotic flexible assembly cells under different dispatching rules. In Advances in mechanical engineering Vol. 2 (pp. 31-40). Newark, Delaware: Information Engineering Research Institute.
2012 Abd, K. K., Abhary, K. G., & Marian, R. M. (2012). Intelligent modeling of scheduling robotic flexible assembly cells using fuzzy logic. In V. Niola, Z. Bojkovic, & M. I. Garcia-Planas (Eds.), Proceedings of the 12th WSEAS international conference on Robotics, Control and Manufacturing Technology: recent researches in circuits, systems, multimedia and automatic control (pp. 202-207). US: World Scientific and Engineering Academy and Society.
2011 Milimonfared, R., Marian, R. M., & Hajiabolhasani, Z. (2011). A genetic algorithm approach for modelling and optimisation of MAJSP - part I: modelling. In Proceedings of the 2011 IEEE international conference on industrial engineering and engineering management (pp. 1848-1852). New York, New York: Institute of Electrical and Electronics Engineers.
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2011 Dao, S. D., & Marian, R. M. (2011). Modeling and optimization of precedence-constrained production sequencing and scheduling using multi-objective genetic algorithms. In Proceedings of the world congress on engineering 2011 Vol. 2 (pp. 1027-1032). UK: International Association of Engineers.
2011 Milimonfared, R., Marian, R. M., & Hajiabolhasani, Z. (2011). A genetic algorithm approach for modelling and optimisation of MAJSP - part II: GA operators and results. In Proceedings of the 2011 IEEE international conference on industrial engineering and engineering management (pp. 1279-1283). New York, New York: Institute of Electrical and Electronics Engineers.
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2011 Abd, K. K., Abhary, K. G., & Marian, R. M. (2011). An MCDM approach to selection scheduling rule in robotic flexible assembly cells. In World academy of science, engineering and technology Vol. 52 (pp. 643-648). Venice: World Academy of Science, Engineering and Technology.
2011 Marian, R. M., Luong, L. H. S., & Dao, S. D. (2011). Modeling and optimisation of distribution networks using hybrid genetic algorithms: a comparative study. In S. I. Ao (Ed.), Proceedings of the international multiconference of engineers and computer scientists 2011 Vol. 1 (pp. 59-64). Hong Kong: Newswood.
2011 Dao, S. D., & Marian, R. (2011). Optimisation of precedence-constrained production sequencing and scheduling using genetic algorithms. In S. I. Ao (Ed.), Proceedings of the international multiconference of engineers and computer scientist 2011 Vol. 1 (pp. 59-64). Hong Kong: Newswood Limited.
2010 Abd, K. K., Abhary, K. G., & Marian, R. M. (2010). A scheduling framework for robotic flexible assembly cells. In Proceedings of the 10th global congress on manufacturing and management (pp. 111-116). Thailand: King Mongkut's University of Technology.
2009 Abu Hassan, Z., Luong, L. H. S., Lee, S. H., & Marian, R. M. (2009). Closed-loop supply chains inventory management (CLSCIM) with product returns: a research framework. In Proceedings of the 3rd international conference on operations and supply chain management (pp. 1-8). Malaysia: Aimst University.
2009 Prasetyo, H., Luong, L. H. S., Lee, S. H., & Marian, R. M. (2009). Multi-products and multi-echelons production and inventory policy: a research framework. In Proceedings of the 3rd international conference on operations and supply chain management (pp. 1-editor). Malaysia: Aimst University.
2009 Abu Ajamieh, A. M., Luong, L. H. S., & Marian, R. M. (2009). Supplier evaluation and selection using supplier-product profiling. In C. Soosay, P. O'Neill, & D. Prajogo (Eds.), Proceedings of the 7th ANZAM Operations, Supply Chain and Services Management Symposium (pp. 31-45). UniSA: School of Management.
2009 Fahimnia, B., Luong, L. H. S., & Marian, R. M. (2009). Optimization and performance evaluation of an integrated production-distribution plan in supply chains. In ASME International Mechanical Engineering Congress and Exposition (IMECE 2009) Vol. 4 (pp. 89-98). USA: ASME.
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2009 Fahimnia, B., Luong, L. H. S., & Marian, R. M. (2009). Optimization of a two-echelon supply network using multi-objective genetic algorithms. In M. Burgin (Ed.), Proceedings of the 2009 WRI world congress on computer science and information engineering Vol. 5 (pp. 406-413). Los Angeles, CA: IEEE.
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2009 Fahimnia, B., Luong, L. H. S., & Marian, R. M. (2009). Genetic algorithm optimization of a two-echelon supply chain network. In IESM 2009 conference proceedings (pp. 1-10). Belgium: International Institute of Innovation Industrial Engineering and Entrepreneurship.
2008 Chartniyom, S., Lee, M. K., Luong, L. H. S., & Marian, R. M. (2008). Robustness of hybrid genetic algorithm for planning multiple-location inventories. In Proceedings of the 2nd Technology and Innovation for Sustainable Development Conference (pp. 46-51). Thailand: Khon-Kaen University.
2008 Lai, K. T., Luong, L. H. S., Marian, R. M., & Lee, M. K. (2008). An optimization framework for the design of multi-echelon production-distribution networks using genetic algorithms. In 9th Global Congress on Manufacturing and Management 2008 (pp. 514-523). Brisbane, Australia: Queensland University of Technology.
2008 Lai, K. T., Luong, L. H. S., & Marian, R. M. (2008). An optimization framework for multistage production-distribution networks using genetic algorithms. In 2008 IEEE International Conference on Industrial Engineering and Engineering Management (pp. 420-424). Singapore: IEEE.
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2008 Fahimnia, B., Luong, L. H. S., & Marian, R. M. (2008). An integrated model for the optimization of a two-echelon supply network. In Proceedings of the 9th Global Congress on Manufacturing and Management 2008 (pp. 44-52). Queensland: Queensland University of Technology.
2007 Chartniyom, S., Lee, M. K., Luong, L. H. S., & Marian, R. M. (2007). Multi-location inventory system with lateral transshipments and emergency orders. In The IEEE international conference on industrial engineering and engineering management 2007 (pp. 1594-1598). USA: IEEE.
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2007 Mohd. Lair, N. A., Luong, L. H. S., & Marian, R. M. (2007). Centralised supply chain scheduling framework. In Proceedings of the 5th International Conference on supply Chain Management and Information Systems. Victoria, Australia: Monash University.
2007 Chartniyom, S., Luong, L. H. S., Marian, R. M., & Lee, M. K. (2007). Optimal inventory redistribution integrated with lateral transshipments and emergency orders. In Proceedings of the 2nd International Conference on Operations and Supply Chain Management. Jatujak, Bankok: New UM Ad. Co., Ltd..
2006 Mohd Lair, N. A., Luong, L. H. S., & Marian, R. M. (2006). Supply Chain Scheduling: Exploration on Existing Performance Measures and Techniques. In Proceedings of the International Conference on Technology Management. Putrajaya, Malaysia: Kolej Universiti Teknologi Tun Hussein Onn(KUiTTHO.
2006 Lo, S. L., Luong, L. H. S., & Marian, R. M. (2006). Holistic and collaborative demand forecasting process. In 2006 4th IEEE international conference on industrial informatics (pp. 782-787). Piscataway, NJ, USA: IEEE.
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2006 Fahimnia, B., Luong, L. H. S., & Marian, R. M. (2006). Modelling and optimisation of aggregate production planning : a genetic algorithm approach. In ENFORMATIKA transactions on engineering, computing and technology. Spain: World Enformatika Society.
2006 Fahimnia, B., Luong, L. H. S., Motevallian, B., Marian, R. M., & Mohammad Esmaeil, M. (2006). Analysing and Formulation of Product Lead-Time. In International journal of applied mathematics and computer sciences. Turkey: SPARC.
2005 Marian, R. M., Motevallian, B., Luong, L. H. S., & Abhary, K. G. (2005). A framework for the definition of quality measures for optimising assembly / disassembly operations. In Proceeding of the 35th International Conference on Computers and Industrial Engineering. Turkey: Istanbul Technical University.
2005 Motevallian, B., Luong, L. H. S., Abhary, K. G., & Marian, R. M. (2005). A heuristic method to generate an optimum disassembly sequence. In Proceedings of the International Manufacturing Leaders Forum on Global Competitive Manufacturing (pp. 1-8). Australia: Centre for Advanced Manufacturing Research, University of South Australia.
2005 Mohd. Lair, N. A., Luong, L. H. S., Marian, R. M., & Lee, S. H. (2005). Supply chain management strategic planning : A review. In Proceedings of the 1st International Conference on Operations and Supply Chain Management. Indonesia: Sepulah Nopember Institute of Technology.
2005 Marian, R. M., Luong, L. H. S., & Akararungruangkul, R. (2005). Optimisation of the distribution network using genetic algorithms. In Proceeding of the 35th International Conference on Computers and Industrial Engineering. Turkey: Istanbul Technical University.
2005 Motevallian, B., Abhary, K., Luong, L. S. H., & Marian, R. M. (2005). Generation and optimisation of feasible disassembly sequences. In Tehran international congress on manufacturing engineering (TICME2005) (pp. 1-9). Iran: Aftab Graphic Publishers.
2005 Lo, S. L., Luong, L. H. S., & Marian, R. M. (2005). Intelligent demand planning for managing the reverse logistics process. In 2005 IEEE international conference on service operations and logistics and informatics. USA: IEEE.
2004 Motevallian, B., Luong, L. H. S., Abhary, K. G., & Marian, R. M. (2004). An integrated approach to optimize product disassemblability. In Environmental Edge: 8th Annual Environmental Research Conference - Environmental Change, Make it Happen. Wollongong, NSW, Australia: University of Wollongong Press.
2003 Marian, R. M., Kargas, A., Luong, L. H. S., & Abhary, K. G. (2003). A framework to planning robotic flexible assembly cells. In C. Heavey (Ed.), Proceedings of the 32nd International Conference on Computers and Industrial Engineering. Ireland: Gemini International Limited.
2001 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (2001). Modelling of a linear hydraulic motor. In Proceedings of ISME 2001, 5th International and 9th Annual Mechanical Engineering Conference. Iran.
2001 Marian, R. M., Abhary, K. G., & Luong, L. H. S. (2001). Definition and representation of precedence relations in assembly optimisation. In Proceedings of ISME 2001, 5th International and 9th Annual Mechanical Engineering Conference. Iran.
2000 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (2000). A new crossover technique for assembly sequence planning using GA. In S. Singh, & J. J. (Eds.), Computer integrated manufacturing : technologies for new millennium manufacturing : proceedings of the 5th international conference. Singapore: Gintic Institute of Manufacturing Technology.
2000 Marian, R. M., Luong, L. H. S., Chan, T. S., Ip, R., & Lau, H. (2000). Comparative Evaluations of Maintenance Policies in a Manufacturing System. In H. Kaebernick (Ed.), ICME 2000, 8th International Conference on Manufacturing Engineering. Adelaide: Casual Productions.
2000 Marian, R. M., Luong, L. H. S., He, J. R., & Paranan, S. (2000). Development of a Scheduling Algorithm for Smooth Production in Batch Manufacturing. In H. Kaebernick (Ed.), ICME 2000, 8th International Conference on Manufacturing Engineering. Adelaide: Casual Productions.
2000 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (2000). On the definition of fitness function for the optimisation of assembly sequences using GA. In K. Kaebernick, & H. H (Eds.), ICME 2000, 8th International Conference on Manufacturing Engineering. Adelaide: Casual Productions.
2000 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (2000). Assembly sequence representation and optimisation using genetic algorithms. In Applications of Electromagnetic Phenomena in Electrical and Mechanical Systems. Adelaide, Australia: JSAEM and The University of South Australia.
2000 Marian, R. M., Luong, L. H. S., He, J. R., Dean, A. E., & Miljevic, M. (2000). Development of the relationship between cavity geometrical features and ideal cavity pressure curves in plastic injection moulding through simulation. In Applications of electromagnetic phenomena in electrical and mechanical systems : Proceedings of the first Japanese-Australian joint seminar. Adelaide, Australia: The University of South Australia.
1999 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (1999). Application of genetic algorithms in design for assembly. In Advances in Engineering, Design, and Automation Research III. Vancouver, B.C. Canada.
1999 Marian, R. M., Luong, L. H. S., & Abhary, K. G. (1999). Chromosome generation for assembly planning using a guided search. In Proceedings of The Third Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems. Canberra, Australia.

  • Enhancing Asset Reliability and Risk Interoperability for Scale and Sparse Reliability Data, Future Energy Exports CRC Limited, 06/10/2025 - 17/10/2027

  • Intelligent Electrostatic separation of pests from crops, Grains Research and Development Corporation, 16/07/2025 - 15/01/2027

  • HIGH ALTITUDE UAV PHASE 2 SERVICES CONTRACT, Cwth Dept of Defence, 09/10/2025 - 26/06/2026

  • High Altitude UAV Services, Cwth Dept of Defence, 10/12/2024 - 26/06/2025

  • Fixed Wing COTS UAV Trials, Cwth Dept of Defence, 29/05/2024 - 28/05/2025

  • IMCRC: Energy absorbing traffic lights (EATL), Innovative Manufacturing CRC Limited, 01/10/2021 - 30/10/2022

  • AAS - Portable Healthcare: High-Value Micro/Nano-Scale Structures and Coating for Mass Production of Biomedical Devices, Australian Academy of Science, 01/11/2017 - 28/02/2022

Courses I teach

  • MENG 3003 Computer Aided Engineering Practice (2025)
  • MENG 4019 Integrated Industrial Actuation and Automation (2025)
  • MENG 3003 Computer Aided Engineering Practice (2024)
  • MENG 4019 Integrated Industrial Actuation and Automation (2024)

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