Publications
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation
Y Choo, Z Cai, V Le, M Johnstone, D Creighton, C Lim
(2023), Vol. 27, pp. 16675-16715, Soft Computing, C1
Zheng Cai, Yit Choo, Vu Le, Chee Lim, Mingyu Liao
(2023), pp. 1-31, Soft Computing, Berlin, Germany, C1
Light Insight Trial (LiT) Research Report
Ashim Debnath, Vu Le, Alexey Medvedev, Wonmongo Soro, Chee Lim, Douglas Creighton, Arkady Zaslavsky, Zoran Najdovsky, Michael Johnstone
(2023), Geelong, Vic., A6
Optimisation of Multi-objective Rolling Stock Maintenance Scheduling with Harris' Hawk Optimiser
Yit Choo, Vu Le, Michael Johnstone, Douglas Creighton, Himanshu Jindal, Kevin Tan
(2023), pp. 59-65, IAICT 2023 : Proceedings of the IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, Bali, Indonesia, E1
Feature Selection for Cycle Life Prediction of Fast-Charged Lithium-ion Batteries
R Mohammed, V Le, D Creighton, A Hosen
(2023), pp. 271-276, Proceedings of the 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2023, E1
A Clustering-Based Whale Optimisation Algorithm for Multi-Objective Flexible Job Shop Problems
Z Cai, Y Choo, V Le
(2023), pp. 196-202, IoTaIS 2023 : Proceedings of 2023 IEEE International Conference on Internet of Things and Intelligence Systems, Bali, Indonesia, E1
Improving high value manufacturing with simulation-based Bayesian Optimisation
B Gunn, I Hettiarachchi, M Johnstone, V Le, D Creighton, L Preston
(2022), pp. 1-8, SysCon 2022 - Proceedings of the 16th Annual IEEE International Systems Conference, Montreal, Canada, E1
Multi-objective Flexible Job-Shop Scheduling with an Ensemble Optimisation Model
Y Choo, Z Cai, V Le, M Johnstone, W Chan, D Creighton
(2022), pp. 229-234, IEACon 2022 : IEEE Industrial Electronics and Applications Conference 2022, Kuala Lumpur, Malaysia, E1
J Zhang, M Johnstone, V Le, B Khan, A Hosen, D Creighton, J Carney, A Wilson, M Lynch
(2021), Vol. 186, Expert Systems with Applications, C1
Condition monitoring of engine lubrication oil of military vehicles: a machine learning approach
V Le, C Lim, S Mohamed, S Nahavandi, L Yen, G Gallasch, S Baker, D Ludovici, N Draper, V Wickramanayake
(2017), pp. 1-7, AIAC 2017 : Proceedings of the 17th Australian International Aerospace Congress, Melbourne, Victoria, E1
A framework for designing active pan-tilt-zoom (PTZ) camera networks for surveillance applications
S Hanoun, Z Zhang, V Le, B Khan, M Johnstone, M Fielding, A Bhatti, D Creighton, S Nahavandi
(2017), pp. 1-6, SysCon 2017 : Proceedings of the 11th Annual IEEE International Systems Conference, Montreal, Que., E1
A Novak, L Tracey, V Nguyen, M Johnstone, V Le, D Creighton
(2016), pp. 2680-2691, WSC2015: Proceedings of the 2015 Winter Simulation Conference, Huntington Beach, Calif., E1
Future integrated factories: a system of systems engineering perspective
S Nahavandi, V Le, D Creighton, M Johnstone, J Zhang
(2015), pp. 147-161, Integrated systems: innovations and applications, Cham, Switzerland, B1
Complex simulation of stockyard mining operations
V Le, M Johnstone, Z Zhang, B Khan, D Creighton, S Hanoun, S Nahavandi
(2015), Vol. 95, pp. 529-537, Advances in global optimization, Cham, Switzerland, B1
A dynamic time warped clustering technique for discrete event simulation-based system analysis
M Johnstone, V Le, J Zhang, B Gunn, S Nahavandi, D Creighton
(2015), Vol. 42, pp. 8078-8085, Expert systems with applications, Amsterdam, The Netherlands, C1
A multi-level approach to planning and scheduling resources for aviation training
M Johnstone, V Le, A Novak, B Khan, D Creighton, L Tracey, V Nguyen
(2015), pp. 1848-1854, MODSIM2015: Partnering with industry and the community for innovation and impact through modelling. Proceedings of the 21st International Congress on Modelling and Simulation, Gold Coast, Qld., E1
Modelling a helicopter training continuum to support system transformation
M Johnstone, V Le, B Khan, D Creighton, A Novak, V Nguyen, L Tracey
(2015), pp. 1-11, I/ITSEC 2015: Forging the Future Through Innovation. Interservice/Industry Training, Simulation, and Education Conference (NTSA), Orlando, Fla., E1
Mini-micro unmanned aerial vehicle intelligence: a threat to land vehicles
V Le, A Filippidis, C Lim, W Abdelrahman, S Nahavandi
(2014), Vol. 262, pp. 79-91, Frontiers in Artificial Intelligence and Applications, Amsterdam, The Netherlands, B1
Simulation-based knowledge management in airport operations
S Nahavandi, D Creighton, M Johnstone, V Le, J Zhang
(2013), pp. 83-95, Integration of practice-oriented knowledge technology : trends and prospectives, Berlin, Germany, B1
Dynamic control of skilled and unskilled labour task assignments
V Le, J Zhang, M Johnstone, S Nahavandi, D Creighton
(2013), pp. 955-960, AIM 2013 : Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Wollongong, New South Wales, E1
Integration of resident's energy costs in short stay accommodation billing system
H Abdi, V Le, S Nahavandi
(2013), pp. 1-7, ISGT 2013 : The 4th IEEE PES Innovative Smart Grid Technologies Conference, Washington, D.C., E1
G Acaroglu, K Vincs, P Divers, D Skovli, J McCormick, V Le, M Fielding, M Watson, H Abdi, W Abdelrahmen, J Mullins, Z Nadjovski, S Nahavandi, L Wei
(2013), Melbourne, Vic., J2-1
Discrete event simulation enabled high level emulation of a distribution centre
J Zhang, V Le, M Johnston, S Nahavandi, D Creighton
(2012), pp. 470-475, UKSim 2012 : Proceedings of the 14th International Conference on Computer Modelling and Simulation, Cambridge, England, E1
A generalised data analysis approach for baggage handling systems simulation
V Le, J Zhang, M Johnstone, S Nahavandi, D Creighton
(2012), pp. 1681-1687, SMC 2012 : Proceedings of the 2012 IEEE International Conference on Systems, Man, and Cybernetics, Seoul, Korea, E1
L Wei, V Le, W Abdelrahman, M Hossny, D Creighton, S Nahavandi
(2012), pp. 1-6, SimTecT 2012 : Simulation-integrated solutions : Proceedings of the Annual Asia Pacific Simulation Technology and Training Conference, Adelaide, South Australia, E1
A haptic training environment for the heart myoblast cell injection procedure
V Le, S Nahavandi
(2010), pp. 448-452, ICARCV 2010 : 11th International Conference on Control, Automation, Robotics and Vision, Singapore, E1
Airport operations : a system-of-systems approach
S Nahavandi, D Creighton, M Johnstone, V Le
(2009), pp. 403-419, Systems of systems engineering : principles and applications, Boca Raton, Fla., B1
A dynamic architecture for increased passenger queue model fidelity
M Johnstone, V Le, S Nahavandi, D Creighton
(2009), pp. 3129-3139, WSC 2009 : Proceedings of the 2009 Winter Simulation Conference, Austin, Texas, E1
Simulation-based input loading condition optimisation airport baggage handling systems
Vu Le, Doug Creighton, Saeid Nahavandi
(2007), Vol. 1 & 2, pp. 874-879, ITSC 2007 : Proceedings of the IEEE Intelligent Transportation Systems conference 2007, Bellevue, WA., E1-1
A heuristic algorithm for carton to pallet loading problem
V Le, D Creighton, S Nahavandi
(2005), pp. 593-598, INDIN 2005 : Proceedings of the 3rd IEEE International Conference on Industrial Informatics 2005, Perth, Western Australia, E1-1
Funded Projects at Deakin
Australian Competitive Grants
Modelling and Simulation Phase 1: Modelling of Existing Mo-99 Workflow
Prof Saeid Nahavandi, A/Prof Michael Johnstone, Dr Vu Le, Prof Douglas Creighton
Australian Nuclear Science Technology Organisation ANSTO
- 2014: $158,381
Other Public Sector Funding
Military Condition Based Maintenance Prognostics Algorithms
Prof Saeid Nahavandi, Prof Chee Peng Lim, Dr Vu Le, A/Prof Shady Mohamed, Dr Burhan Khan
DSTO Grant - Research - Defence Science & Technology Organisation
- 2016: $166,396
AEC Metrics Project
Prof Saeid Nahavandi, A/Prof Michael Johnstone, Prof Douglas Creighton, Dr Vu Le
Australian Electoral Commission
- 2018: $138,000
- 2017: $239,500
AEC Electoral analysis and modelling technical expertise.
A/Prof Michael Johnstone, Prof Douglas Creighton, Prof Saeid Nahavandi, Dr Vu Le, Dr James Zhang, Dr Burhan Khan, Dr Anwar Hosen
Australian Electoral Commission
- 2024: $181,818
- 2023: $975,401
- 2022: $844,747
- 2021: $1,103,588
- 2020: $414,982
- 2019: $392,126
Industry and Other Funding
IXL Solar Rollforming and Assembly Line Analysis
A/Prof Michael Johnstone, Prof Saeid Nahavandi, Dr Vu Le, Prof Douglas Creighton
Backwell IXL
- 2013: $5,000
Ergonomic Assessment in Underground Mining Drilling Operation
Prof Saeid Nahavandi, Dr Mohammed Hossny, A/Prof Michael Johnstone, Dr Vu Le
SMS Operations Pty Ltd
- 2015: $19,700
- 2014: $10,000
Quickstep Production Line Modelling and Analysis Study
A/Prof Michael Johnstone, Dr Vu Le, Prof Douglas Creighton, A/Prof Samer Hanoun
Quickstep Automotive Pty Limited
- 2016: $15,000
Discrete-Event Simulation and Evaluation of Manufacturing Industry 5.0 Mega-line.
Mr Bruce Gunn, Dr Imali Hettiarachchi, A/Prof Michael Johnstone, Dr Vu Le, Prof Douglas Creighton
Carbon Revolution Operations Pty Ltd
- 2022: $58,395
Modelling and Simulation for Component Manufacturing.
Prof Douglas Creighton, Mr Bruce Gunn, Dr Vu Le, Dr Imali Hettiarachchi, A/Prof Michael Johnstone
Boeing Aerostructures Australia Pty Ltd
- 2023: $100,800
Other Funding Sources
R3.1.4 Intelligent data fusion and analytics framework for decision support in predictive maintenace services.
Prof Douglas Creighton, Prof Chee Peng Lim, Dr Vu Le, Dr James Zhang, A/Prof Michael Johnstone, Dr Thanh Thi Nguyen
Rail Manufacturing CRC Ltd
- 2020: $558,480
- 2019: $595,318
Quickstep Aero-line Future Factory simulation.
Mr Bruce Gunn, Dr Vu Le, Dr Imali Hettiarachchi, A/Prof Michael Johnstone
Sovereign Manufacturing Automation for Composites CRC Ltd (SoMAC CRC)
- 2024: $129,700
- 2023: $259,400
Supervisions
Zheng Cai
Thesis entitled: Enhanced Whale Optimisation Algorithms and Their Applications to Real-world Problems
Master of Engineering, Institute for Intelligent Systems Research and Innovation