Professor Romeo Marian

Associate Professor in Engineering UniSA STEM

Mawson Lakes Campus (P2-20)
tel +61 8 830 25275

email romeo.marian@unisa.edu.au

Available for media comment
Research Degree Supervisor

Research

Research focus

Engineering
Manufacturing Engineering
Information and Computing Sciences
Applied Mathematics
Mathematical Sciences

Highlights

- 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

Research

Outputs

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID or Scopus

Open access indicates that an output is open access.

Chapters

Year	Output
2024	Marian, RM, Surubaru, T & Isoc, D 2024, 'Are ChatGPT-Like applications harmful for the learning process?', in ME Auer et al. (eds), Towards a hybrid, flexible and socially engaged higher education. ICL 2023. Lecture Notes in Networks and Systems, Springer Nature, Switzerland, pp. 213-255. 1
2013	Abd, K, Abhary, K & Marian, R 2013, 'Intelligent model of scheduling RFACs - Part I: methodology and strategy', in B Katalinic & Z Tekic (eds), DAAAM International Scientific Book 2013, DAAAM International Publishing, Vienna, ch. 43, pp. 719-736. Open access
2013	Abd, K, Abhary, K & Marian, R 2013, 'Intelligent model of scheduling RFACs - Part II: Application', in B Katalinic & Z Tekic (eds), DAAAM International Scientific Book 2013, DAAAM International, Vienna, Austria, ch. 44, pp. 737-750. Open access
2010	Motevallian, B, Abhary, KG, Luong, LHS & Marian, RM 2010, 'Integration and optimisation of product design for ease of disassembly', in L Dudas (ed.), Engineering the future, InTech, Croatia, ch. 16, pp. 317-340. Open access
2009	Lai, KT, Luong, LHS & Marian, RM 2009, 'Single source facility location problem using genetic algorithm', in B Katalinic (ed.), DAAAM international scientific book 2009, DAAAM International, Austria, ch. 36, pp. 341-348.

Journal Articles

Year	Output
2025	Jin, Z, Marian, RM & Chahl, JS 2025, 'Critical analysis and roadmap for the development of Industry 4-oriented facilities for education, training, and research in academia', Applied System Innovation, vol. 8, no. 4, article no. 106, pp. 1-36. Open access
2025	Kaliszewski, N, Marian, R & Chahl, J 2025, 'A reliability centred maintenance-oriented framework for modelling, evaluating, and optimising complex repairable flow networks', Complex and Intelligent Systems, vol. 11, article no. 223, pp. 1-25. Open access 2 2
2024	Jin, Z, Marian, RM & Chahl, JS 2024, 'A new redundancy strategy for enabling graceful degradation in resilient robotic flexible assembly cells', International Journal of Advanced Manufacturing Technology, vol. 31, no. 7-8, pp. 3695-3711. Open access 1 1
2024	Lefik, AT, Marian, RM & Chahl, JS 2024, 'A bibliometric analysis of flapping wing instrumentation', Aerospace, vol. 11, no. 1, article no. 25, pp. 1-28. Open access 1
2023	Jin, Z, Marian, RM & Chahl, JS 2023, 'Achieving batch-size-of-one production model in robot flexible assembly cells', International Journal of Advanced Manufacturing Technology, vol. 126, pp. 2097-2116. Open access 10 8
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, vol. 16, no. 9, article no. 3844, pp. 1-16. Open access 4 4
2023	Lucas, S, Marian, R, Lucas, M, Ogunwa, T & Chahl, J 2023, 'Employing the peltier effect to control motor operating temperatures', Quality of Life Research, vol. 16, no. 5, article no. 2498, pp. 1-15. Open access 6 5
2022	Capizzi, V & Marian, R 2022, 'A stochastic network approach to modelling ship evacuation', Transactions of the Royal Institution of Naval Architects Part A: International Journal of Maritime Engineering, vol. 163, no. A4, pp. A19-A34. Open access
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, vol. 144, no. 1, article no. 011205 , pp. 1-11. 9 9
2022	Lefik, AT, Marian, RM, Ogunwa, T & Chahl, JS 2022, 'A framework for characterizing flapping wing systems', Drones, vol. 6, no. 12, article no. 398, pp. 1-24. Open access 2 1 1
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, vol. 27, article no. 100990, pp. 1-10. Open access 23 17
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, vol. 15, no. 20, article no. 7659, pp. 1-16. Open access 7 6
2022	Porumb, I, Marian, R, Doğançay, K & Chahl, SJ 2022, 'Robust instant angle speed measurement for internal combustion engines-a novel sensing suite and methodology', Sensors, vol. 22, no. 3, article no. 754 pp. 1-26. Open access 1 1 1
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, vol. 121, article no. 110286, pp. 1-14. 21 17 1
2020	Chitsaz, N, Marian, R & Chahl, J 2020, 'Experimental method for 3D reconstruction of Odonata wings (methodology and dataset)', PLoS One, vol. 15, no. 4, article no. e0232193, pp. 1-18. Open access 21 20 2
2020	Chitsaz, N, Marian, R, Chitsaz, A & Chahl, JS 2020, 'Parametric and statistical study of the wing geometry of 75 species of odonata', Applied Sciences (Switzerland), vol. 10, no. 15, article no. 5389. Open access 10 10
2019	Dao, SD, Abhary, K, Marian, R & Goh, M 2019, 'Optimisation of production scheduling for multi-product orders in VCIM systems using GA', Soft Computing, vol. 23, no. 20, pp. 10199-10224. Open access 4 3
2019	Uddin, MS, 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, vol. 3, no. 2, pp. 1-18. Open access 14 13 1
2018	Dao, SD, Abhary, K & Marian, R 2018, 'An innovative GA for optimisation of integrated manufacturing-transportation scheduling in VCIM systems', Operational Research, vol. 20, no. 3, pp. 1289-1320. Open access 4 4
2018	Dao, SD, Abhary, K & Marian, R 2018, 'An innovative model for resource scheduling in VCIM systems', Operational Research, vol. 18, no. 1, pp. 33-54. 8 3
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), vol. 3, no. 6, pp. 455-468. Open access 1
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, vol. 21, pp. 150-160. 50 39
2017	Dao, SD, Abhary, K & Marian, R 2017, 'A bibliometric analysis of Genetic Algorithms throughout the history', Computers and Industrial Engineering, vol. 110, pp. 395-403. 60 55
2017	Dao, SD, 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, no. 2, pp. 143-159. Open access 16 1
2017	Dao, SD, Abhary, K & Marian, R 2017, 'An innovative framework for designing genetic algorithm structures', Expert Systems with Applications, vol. 90, pp. 196-208. 54 45
2017	Dao, SD, 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, vol. 8, no. 1, pp. 12-27. 8 4
2017	Dao, SD, Abhary, K & Marian, RM 2017, 'Optimisation of assembly scheduling in VCIM systems using genetic algorithm', Journal of Industrial Engineering International, vol. 13, no. 3, pp. 275-296. Open access 8
2017	Hajiabolhasani, Z, Marian, R & Boland, J 2017, 'Consumer supply network planning: literature review and analysis', Journal of Multidisciplinary Engineering Science Studies, vol. 3, no. 3, pp. 1519-1538. Open access
2017	Moayyedian, M, Abhary, K & Marian, R 2017, 'The analysis of short shot possibility in injection molding process', International Journal of Advanced Manufacturing Technology, vol. 91, no. 9-12, pp. 3977-3989. 30 24
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, vol. 99, pp. 250-259. 28 24
2016	Dao, SD, Abhary, K & Marian, R 2016, 'A stochastic production scheduling model for VCIM systems', intelligent Industrial Systems, vol. 2, no. 1, pp. 85-101. Open access
2016	Dao, SD, Abhary, K & Marian, R 2016, 'An improved structure of genetic algorithms for global optimisation', Progress in Artificial Intelligence, vol. 5, pp. 155-163. 14 6
2016	Dao, SD, Abhary, K & Marian, R 2016, 'Maximising performance of genetic algorithm solver in Matlab', Engineering Letters, vol. 24, no. 1, pp. 75-83. Open access 35
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, vol. 54, no. 23, pp. 7014-7026. 7 7
2016	Moayyedian, M, Abhary, K & Marian, R 2016, 'Elliptical cross sectional shape of runner system in injection mold design', International Journal of Plastics Technology, vol. 20, no. 2, pp 249-264. 6 2
2016	Moayyedian, M, Abhary, K & Marian, R 2016, 'Gate design and filling process analysis of the cavity in injection molding process', Advances in Manufacturing, vol. 4, no. 2, pp. 123-133. 22 15
2016	Moayyedian, M, Abhary, K & Marian, R 2016, 'The analysis of defects prediction in injection molding', vol. 10, no. 12, pp. 1819-1822. Open access
2015	Bachhuka, A, Christo, S, Cavallaro, A, Diener, K, Mierczynska, A, Smith, L, Marian, R, Manavis, J, Hayball, J & Vasilev, KA 2015, 'Hybrid core/shell microparticles and their use for understanding biological processes', Journal of Colloid and Interface Science, vol. 457, pp. 9-17. Open access 18 18 3
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, vol. 743, pp. 307-316.
2015	Moayyedian, M, Abhary, K & Marian, R 2015, 'New design feature of mold in injection molding for scrap reduction', Procedia Manufacturing, vol. 2, pp. 241-245. Open access 12 10
2014	Dao, SD, Abhary, K & Marian, R 2014, 'Oprimisation of partner selection and collaborative transportation scheduling in Virtual Enterprises using GA', Expert Systems with Applications, vol. 41, no. 15, pp. 6701-6717. 47 34
2014	Eldabee, FFM, Marian, RM & Amer, Y 2014, 'A genetic algorithm for a simultaneous optimisation of cost-risk reduction under a just-in-time adaption', Journal of Computer Science, vol. 10, no. 12, pp. 2507-2517. Open access
2014	Mahmudy, WF, Marian, RM & Luong, LH 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, vol. 8, no. 1, pp. 80-93. Open access
2013	Abd, K, Abhary, K & Marian, R 2013, 'A fuzzy decision support system for selecting the optimal scheduling rule in robotic flexible assembly cells', 11th Global Congress on Manufacturing and Management, Engineers Australia Pty Ltd, vol. 9, no. 2, pp. 125-132.
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, vol. 52, no. 9, pp. 2654-2666. 19 14
2013	Abd, KK, Abhary, K & Marian, RM 2013, 'Development of a fuzzy-simulation model of scheduling robotic flexible assembly cells', Journal of Computer Science, vol. 9, no. 12, pp. 1761-1768. Open access 3
2013	Abd, KK, Abhary, KG & Marian, RM 2013, 'Application of a Fuzzy-Simulation Model of Scheduling robotic Flexible Assembly Cells', Journal of Computer Science, vol. 9, no. 12, pp. 1769-1777. Open access 1
2013	Abd, KK, Abhary, KG & Marian, RM 2013, 'Application of fuzzy logic to multi-objective scheduling problems in robotic flexible assembly cells', Automation, Control and Intelligent Systems, vol. 1, no. 3, pp. 34-41. Open access
2013	Dao, SD & Marian, RM 2013, 'Genetic algorithms for integrated optimisation of precedence-constrained production sequencing and scheduling', Lecture Notes in Electrical Engineering, vol. 130, pp. 65-80. 11
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, vol. 1, no. 3, pp. 42-52. Open access
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, vol. 9, no. 2, pp. 139-147.
2013	Eldabee, FFM, Marian, RM & Amer, Y 2013, 'A novel optimization model for simultaneous cost-risk reduction in multi-suppliers just-in-time systems', Journal of Computer Science, vol. 9, no. 12, pp. 1778-1792. Open access 10
2013	Fahimnia, B, Farahani, RZ, Marian, R & Luong, L 2013, 'A review and critique on integrated production-distribution planning models and techniques', Journal of Manufacturing Systems, vol. 32, no. 1, pp. 1-19. 193 161
2013	Hajiabolhasani, Z, Marian, RM & Luong, L 2013, 'Optimisation of multi-commodities consumer supply chains for-part I-modeling', Journal of Computer Science, vol. 9, no. 12, pp. 1830-1846. Open access 4
2013	Mahmudy, WF, Marian, R & Luong, LHS 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, vol. 7, no. 4, pp. 181-190. Open access
2013	Mahmudy, WF, Marian, RM & Luong, LH 2013, 'Real coded genetic algorithms for solving flexible job-shop scheduling problem: part I: modelling', Advanced Materials Research, vol. 701, pp. 359-363. 23
2013	Mahmudy, WF, Marian, RM & Luong, LH 2013, 'Real coded genetic algorithms for solving flexible job-shop scheduling problem: part II: optimization', Advanced Materials Research, vol. 701, pp. 364-369. 22
2012	Dao, SD, Abhary, K & Marian, R 2012, 'Optimisation of resource scheduling in VCIM systems using genetic algorithm', International Journal of Advanced Research in Artificial Intelligence, vol. 1, no. 8, pp. 49-56. Open access
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, vol. 50, no. 1, pp. 81-96. 73 61
2011	Dao, SD & Marian, R 2011, 'Modeling and optimisation of precedence-constrained production sequencing and scheduling for multiple production lines using genetic algorithms', Computer Technology and Application, vol. 2, no. 6, pp. 487-499. Open access
2009	Marian, RM, Fahimnia, B & 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, vol. 10, no. 1, pp. 16-25. 11 5
2008	Luong, LHS, Fahimnia, B & Marian, RM 2008, 'Optimization/simulation modeling of the integrated production-distribution plan: an innovative survey', WSEAS Transactions on Business and Economics, vol. 5, no. 3, pp. 52-65.
2008	Luong, LHS, Lai, KT & Marian, RM 2008, 'A Genetic Algorithm for Single Source Capacitated Facility Location Problem', Annals of D A A A M & Proceedings, pp. 739-740.
2008	Luong, LHS, Lee, M-K, Marian, RM & Lai, KT 2008, 'An Optimisation Framework for the Design of Multi-echelon Production-distribution Networks using Genetic Algorithms', vol. 1, no. 2, pp. 17-29.
2008	Luong, LHS, Marian, RM & Akararungruangkul, R 2008, 'Optimisation of distribution networks using Genetic Algorithms. Part 2 - The Genetic Algorithm and Genetic Operators', International Journal of Manufacturing Technology and Management, vol. 15, no. 1, pp. 84-101. 8
2008	Marian, RM, Akararungruangkul, R & Luong, LHS 2008, 'Optimisation of distribution networks using Genetic Algorithms. Part 1 - problem modelling and automatic generation of solutions', International Journal of Manufacturing Technology and Management, vol. 15, no. 1, pp. 64-83. 11

Conferences

Year	Output
2023	Law, YW, 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?', IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, IEEE, pp. 1-6. Open access
2021	Protic, A, Jin, Z, Marian, R, Abd, K & Campbell, D 2021, 'Implementation of a bi-directional digital twin for industry 4 labs in academia: a solution based on OPC UA', 2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM, IEEE, pp. 979-983. Open access 25
2020	Lefik, A, Chahl, JS & Marian, R 2020, 'Concept instrumentation for flapping wing UAVs and MAVs', 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), Engineers Australia, pp. 406-411. Open access
2020	Porumb, I, McIntyre, T, Marian, R, Dogancay, K & Chahl, J 2020, 'Experimental characterization of a small internal combustion aero engine', 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), Engineers Australia, pp. 192-196. Open access
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', IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020, IEEE, vol. 2020-December, article no. 9309872. pp. 974-978. Open access 5
2019	Chitsaz, N, Marian, R & Chahl, J 2019, 'Bio-inspired flapping-wing micro air vehicles material properties and evolutionary fabrication', 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), Engineers Australia, pp. 425-430. Open access
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', Joint Congress of the Canadian Society for Mechanical Engineering and CFD Society of Canada, Western University, pp. 24-28. Open access
2019	Marian, R, Campbell, D, Jin, Z, Stumptner, M & Chahl, J 2019, 'Challenges in implementing industry 4 laboratories and learning factories in academia', 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), IEEE, pp. 506-510. Open access 5
2019	Marian, R, Campbell, D, Jin, Z, Stumptner, M & Chahl, J 2019, 'Critical infrastructure for industry 4 laboratories and learning factories in academia', 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), IEEE, pp. 556-560. Open access 4
2019	Porumb, I, McIntyre, T, Marian, R, Doğançay, K & Chahl, J 2019, 'Modelling of a small internal combustion aero engine', 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), Engineers Australia, pp. 198-203. Open access
2017	Bardwell, M, Bari, S & Marian, R 2017, 'An approach to clean particulates from diesel emissions: Edps baseline Prototype testing equipment and methodology', ASME 2017 International Mechanical Engineering Congress and Exposition, IMECE 2017, ASME, vol. 14, pp. 1-9. Open access 5
2017	Dao, SD, Abhary, K & Marian, R 2017, 'The latest developments in virtual computer-integrated manufacturing systems', in S-I Ao et al. (eds), International Multi-Conference of Engineers and Computer Scientists (IMECS 2016) & World Congress on Engineering (WCE 2016), World Scientific, pp. 232-239.
2017	Haji Abolhasani, Z, Marian, R & Boland, J 2017, 'Simulation-optimisation of multi-product, multi- period consumer supply network using genetic algorithms', Intelligent Systems Conference, IEEE, pp. 34-44. 1
2016	Dao, SD, Abhary, K & Marian, R 2016, 'An effective genetic algorithm for large-scale traveling salesman problems', in SI Ao, C Douglas & WS Grundfest (eds), The World Congress on Engineering and Computer Science, Newswood Limited, vol. 1, pp. 516-520. Open access 1
2016	Dao, SD, Abhary, K & Marian, R 2016, 'Is a virtual computer-integrated manufacturing system feasible?', in SI Ao et al. (eds), The World Congress on Engineering, Newswood Limited, vol. 2, pp. 733-736. Open access
2016	Firmansyah, MR, Amer, Y & Marian, R 2016, 'Intermediary agent in the holistic collaborative production distribution network model for SMMEs', 6th International Conference on Industrial Engineering and Operations Management in Kuala Lumpur, IEOM 2016, IEOM society International, pp. 2940-2941. Open access
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', International Conference on Industrial Engineering and Engineering Management, IEEM 2014, IEEE, article no. 7058663, pp. 374-378. 5
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', ASME 2015 International Mechanical Engineering Congress and Exposition, ASME, vol. 12, paper no. IMECE2015-51887, pp. 1-10. 12
2015	Dao, SD, Abhary, K & Marian, R 2015, 'An adaptive restarting genetic algorithm for global optimization', World Congress on Engineering and Computer Science, International Association of Engineers, vol. 1, pp. 455-459. Open access 7
2015	Moayyedianan, M, Abhary, KG & Marian, RM 2015, 'Improved gate system for scrap reduction in injection molding processes', 2nd International Materials, Industrial, and Manufacturing Engineering Conference (MIMEC2015), Elsevier, vol. 2, pp. 246-250. Open access 12 9
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', International conference on industrial engineering and engineering management, IEEM 2014, IEEE, article no. 7058664, pp. 379-382. 2
2014	Abd, KK, Abhary, KG & Marian, RM 2014, 'Development of an intelligent approach to dynamic scheduling in robotic flexible assembly cells', International MultiConference of Engineers and Computer Scientists, Taylor and Francis, ch. 22, pp. 203-214. 1
2014	Eldabee, FFM, Marian, RM & Amer, Y 2014, 'A simultaneous cost-risk reduction optimisation in JIT systems using genetic algorithms', 4th IEEE International Conference on Control System, Computing and Engineering, IEEE Press, article no. 7072694, pp. 84-89. Open access 1
2014	Hajiabolhasani, Z, Marian, RM & Luong, LHS 2014, 'Optimization of multi-commodities consumer supply chain part II: simulation modeling', Industrial Engineering and Engineering Management, IEEE Press, article no. 7058630, pp. 209-213.
2013	Abd, K, Abhary, K & Marian, R 2013, 'A methodology for scheduling robotic flexible assembly cells using fuzzy logic and simulation', in SI Ao et al. (eds), World Congress on Engineering 2013 (WCE 2013), International Association of Engineers, vol. 1, pp. 449-454. Open access 2 2
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.), International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT), Sardar Vallabhbhai National Institute of Technology, pp. 16-20.
2013	Abu-Ajamieh, AM, Luong, LHS & Marian, RM 2013, 'Using SIMULINK® to model and simulate supplier evaluation and selection problem', in J Piantadosi, RS Anderssen & J Boland (eds), 20th International Congress on Modelling and Simulation, Modelling and Simulation Society of Australia and New Zealand, pp. 1-7. Open access 2
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', XXXIV Conference on Water Resources and Renewable Energy Development 2013, WASET - World Academy of Science Engineering a..., vol. 7, no. 2, pp. 346-353. Open access
2013	Eldabee, FFM, Marian, RM & Amer, Y 2013, 'A novel model for simultaneously minimising costs and risks in just-in-time systems using multi-backup suppliers: part 1-modelling', XXXIV Conference on Water Resources and Renewable Energy Development 2013, WASET - World Academy of Science Engineering a..., vol. 7, no. 2, pp. 340-345. Open access
2013	Mahmudy, WF, Marian, RM & Luong, LH 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', 2013 5th International Conference on Knowledge and Smart Technology (KST), IEEE Press, pp. 75-80. 10
2013	Mahmudy, WF, Marian, RM & Luong, LHS 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', 2013 5th International Conference on Knowledge and Smart Technology (KST), IEEE, pp. 75-80. 1
2013	Motevallian, B, Abhary, K, Luong, L & Marian, R 2013, 'Analysing modelling and optimising disassembly sequence plan using genetic algorithms', International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT), Sardar Vallabhbhai National Institute of Technology, pp. 1-5.
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), 45th CIRP Conference on Manufacturing Systems 2012, Elsevier BV, vol. 3, pp. 483-488. Open access 14 9
2012	Abd, KK, Abhary, KG & Marian, RM 2012, 'Intelligent modeling of scheduling robotic flexible assembly cells using fuzzy logic', in V Niola, Z Bojkovic & MI Garcia-Planas (eds), 12th WSEAS International Conference on Robotics, Control and Manufacturing Technology (ROCOM '12), World Scientific and Engineering Academy and Society, pp. 202-207.
2012	Abd, KK, Abhary, KG & Marian, RM 2012, 'Scheduling and performance evaluation of robotic flexible assembly cells under different dispatching rules', 2011 International Conference on Mechanical, Industrial and Manufacturing Engineering, Information Engineering Research Institute, vol. 1, no. 1, pp. 31-40.
2012	Mahmudy, WF, Marian, RM & Luong, LHS 2012, 'Solving part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms : Part I: Modeling', ICCAR-International Conference on Control, Automation and Robotics 2012, World Academy of Science Engineering and Technology (WASET), vol. 6, no.9, pp. 699-705.
2012	Mahmudy, WF, Marian, RM & Luong, LHS 2012, 'Solving part type selection and loading problem in flexible manufacturing system using real coded genetic algorithms- part II: modeling', World Academy of Science, Engineering and Technology 69 2012, WASET - World Academy of Science Engineering a..., vol. 6, no. 9, pp. 780-784.
2011	Abd, KK, Abhary, KG & Marian, RM 2011, 'An MCDM approach to selection scheduling rule in robotic flexible assembly cells', International Conference on Mechanical, Aeronautical and Manufacturing Engineering (ICMAME), World Academy of Science, Engineering and Technology, vol. 52, no. 128, pp. 643-648. 3
2011	Dao, SD & Marian, R 2011, 'Optimisation of precedence-constrained production sequencing and scheduling using genetic algorithms', in SI Ao et al. (eds), International MultiConference of Engineers and Computer Scientists IMECS 2011, Newswood Limited, vol. 1, pp. 59-64. Open access 6
2011	Dao, SD & Marian, RM 2011, 'Modeling and optimization of precedence-constrained production sequencing and scheduling using multi-objective genetic algorithms', 2011 International Conference of Computational Intelligence and Intelligent Systems, International Association of Engineers, vol. 2, pp. 1027-1032. 8 2
2011	Marian, RM, Luong, LH & Dao, SD 2011, 'Modeling and optimisation of distribution networks using hybrid genetic algorithms: a comparative study', in SI Ao et al. (eds), International MultiConference of Engineers and Computer Scientists (IMECS) 2011, Newswood, vol. 1, pp. 59-64. Open access 1
2011	Milimonfared, R, Marian, RM & Hajiabolhasani, Z 2011, 'A genetic algorithm approach for modelling and optimisation of MAJSP - part I: modelling', IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Institute of Electrical and Electronics Engineers, article no. 6118235, pp. 1848-1852. Open access 1 1
2011	Milimonfared, R, Marian, RM & Hajiabolhasani, Z 2011, 'A genetic algorithm approach for modelling and optimisation of MAJSP - part II: GA operators and results', IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2011), Institute of Electrical and Electronics Engineers, article no. 6118122, pp. 1279-1283. 1 1
2010	Abd, KK, Abhary, KG & Marian, RM 2010, 'A scheduling framework for robotic flexible assembly cells', GCMM 2010: Innovative design for sustainability in manufacturing and management, King Mongkut's University of Technology, pp. 111-116.
2009	Abu Hassan, Z, Luong, LHS, Lee, S-H & Marian, RM 2009, 'Closed-loop supply chains inventory management (CLSCIM) with product returns: a research framework', OSCM Malaysia 2009 : 3rd international conference on operations and supply chain management, Aimst University, pp. 1-8. Open access
2009	Fahimnia, B, Luong, LHS & Marian, RM 2009, 'Genetic Algorithm Optimization of a Two-Echelon Supply Chain Network', in B Montreuil, International Conference on Industrial Engineering and Systems Management, International Institute of Innovation Industrial Engineering and Entrepreneurship, pp. 1-10. Open access
2009	Fahimnia, B, Luong, LHS & Marian, RM 2009, 'Optimization of a two-echelon supply network using multi-objective genetic algorithms', in M Burgin(eds), 2009 World congress on computer science and information engineering, IEEE, vol. 5, pp. 406-413. Open access 8
2009	Luong, LHS, Abu-Ajamieh, AM & Marian, RM 2009, 'Supplier evaluation & selection using supplier-product profiling', in Claudine Soosay, Peter O'Neill & Daniel Prajogo, The 7th ANZAM Operations, Supply Chain and Services Management Symposium, School of Management, pp. 31-45.
2009	Marian, RM, Fahimnia, B & Luong, LHS 2009, 'Optimization and Performance Evaluation of an Integrated Production-Distribution Plan in Supply Chains', in American Society of Mechanical engineers, ASME, vol. 4, pp. 89-98. 1
2009	Prasetyo, H, Luong, LHS, Lee, S-H & Marian, RM 2009, 'Multi-products and multi-echelons production and inventory policy: a research framework', in Pujawan, Nyoman, OSCM Malaysia 2009: 3rd international conference on operations and supply chain management, Aimst University, pp. 1-10. Open access
2008	Luong, LHS, Fahimnia, B & Marian, RM 2008, 'An Integrated Model for the Optimization of a Two-Exhelon Supply Network', in Prasad Yarlagadda & Prasad Gudimetla, Queensland University of Technology, pp. 44-52.
2008	Luong, LHS, Lee, M-K, Marian, RM & Lai, KT 2008, 'An optimization framework for the design of multi-echelon production-distribution networks using Genetic Algorithms', in Prasad Yarlagadda & Prasad Gudimetla, Queensland University of Technology, pp. 514-523. Open access
2008	Marian, RM, Lai, KT & Luong, LHS 2008, 'An optimization framework for multistage production-distribution networks using genetic algorithms', in Min Xie,, IEEE, pp. 420-424.

Reports

Year	Output
2023	Sun, W, Vij, A, Marian, R & Li, J 2023, Big data for strategic transport planning, iMOVE CRC, Australia. Open access

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Defence Science and Technology Group	AUSTRALIA
GRAUR Ltd	UNITED KINGDOM
Institute of Electrical and Electronics Engineers	UNITED STATES
Islamic Azad University	IRAN
Keimyung University	KOREA, REPUBLIC OF (SOUTH)
Kingston University	UNITED KINGDOM
National University of Singapore	SINGAPORE
SA Pathology	AUSTRALIA
Shandong University of Science and Technology	CHINA
The Australian Wine Research Institute	AUSTRALIA
Thiagarajar College of Engineering	INDIA
University of Adelaide	AUSTRALIA
University of Brawijaya	INDONESIA
University of Nottingham	UNITED KINGDOM
University of South Australia	AUSTRALIA
Western University	CANADA

External engagement & recognition

Engagement/recognition	Year
Council Member Supply Chain Management Professionals	2017
Member Association for Manufacturing Excellence	2017
Member General Association of Engineers in Romania (AGIR)	2017

Teaching & student supervision

Research degree supervision

Supervisions from 2010 shown

Thesis title	Student status
A model-based systems Engineering Methodology to the Generalisation Problem of the Predictive Maintenance Digital Twin	Current
A scalable multidimensional framework to control quality in shipbuilding operations	Current
Advanced Uncrewed Aircraft Systems Propulsion, Launch and Recovery	Current
Aircraft and missile navigation using dorsal and ventral optical sensors	Current
Assessing user and public acceptance of new parking management systems	Current
Development of industry 4 living laboratories in education and research	Current
Model-based safety engineering applications in the railway sector	Current
Optimising asset management in complex stochastic flow networks	Current
A novel optimisation approach for complex constrained systems as applied to a consumer supply network	Completed
A robust optimisation framework for the simultaneous cost-risk reduction in Just-In-Time systems	Completed
Active thermal support of electric motors and generators using TEC (Peltier effect) technology	Completed
Active wing control in a dragonfly-inspired micro air vehicle	Completed
Advanced characterization of internal combustion engine operation	Completed
An enhanced heat transfer system for ground heat exchange in unsaturated soils	Completed
An integrated methodology for the optimisation of aggregate production-distribution plan in supply chains	Completed
Design of an optimal production-distribution network using genetic algorithms	Completed
Development of a robust framework for evacuation in maritime vessels	Completed
Electromagnetic actuators for dragonfly inspired micro aerial vehicles	Completed
Instrumentation for characterization and optimization of dragonfly inspired, flapping wing micro air vehicles (MAVs)	Completed
Intelligent optimization of mold design and process parameters in injection molding	Completed
Intelligent scheduling of robotic flexible assembly cells	Completed
Modelling and intelligent optimisation of production scheduling in VCIM systems	Completed
New approaches for preparation of graphene and its epoxy nanocomposites	Completed
Optimisation of integrated multi-period production planning and scheduling problems in flexible manufacturing systems (FMSs) using hybrid genetic algorithms	Completed
Plasma polymer films for organic solar cells	Completed
Quantifying realisable value in fleet life cycle management	Completed
The form and aerodynamics of dragonfly wings	Completed

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Professor Romeo Marian

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