Bernal, E., Spiryagin, M. and Cole, C.
Category: modelling and algorithms
Wheel flat detectability for Y25 railway freight wagon using vehicle component acceleration signals.
Vehicle System Dynamics
Bernal, E., Spiryagin, M. and Cole, C.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Onboard condition monitoring sensors, systems and techniques for freight railway vehicles: a review.
IEEE Sensors Journal (Volume: 19 , Issue: 1 , Jan.1, 1 2019)
Brinji, O., Fallahnezhad, K. and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Analytical model for predicting false brinelling in bearings.
Wear, p.203135
Chen, F., Xiang, J., Thomas, D. and Murphy, A
CATEGORY TYPE: MODELLING AND ALGORITHMS
Model-based parameter optimization for arc welding process simulation.
Appl. Math. Modell. 81 386–400
Chen, Y., Choi, S., Su, D., Gao, X. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Self-standing sulfur cathodes enabled by 3D hierarchically porous titanium monoxide-graphene composite film for high-performance lithium-sulfur batteries.
Nano Energy, 2018, 47, 331-339.
Chen, Y., Zhang, W., Zhou, D., Tian, H., Su, D., Wang, C., Stockdale, D., Kang, F., Li, B. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Co-Fe Mixed Metal Phosphide Nanocubes with Highly Interconnected-Pore Architecture as an Efficient Polysulfide Mediator for Lithium-Sulfur Batteries.
ACS Nano, 2019, 13, 4731-4741
Dong, L., Wang, W., Wang, W., Wang, C., Li, Y., Xu, C., Wan, S., He, F., Kang, F. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
High-Power and Ultralong-Life Aqueous Zinc-Ion Hybrid Capacitors Based on Pseudocapacitive Charge Storage.
Nano-Micro Letters 2019, 11, 94.
Dong, L. Yang, W., Yang, W., Li, Y., Wu, W. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Multivalent metal ion hybrid capacitors: a review with a focus on zinc-ion hybrid capacitors.
Journal of Materials Chemistry A 7 (2019) 13810.
Fallahnezhad, K., Liu, S., Brinji, O., Marker, M. and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Monitoring and modelling of false brinelling for railway bearings.
Wear, Volumes 424- 425, 2019, Pages 151-164.
Gao, X., Feng, J., Su, D., Ma, Y., Wang, G., Ma, H. and Zhang, J.
CATEGORY TYPE: ENERGY STORAGE
In-Situ Exfoliation of Porous Carbon Nitride Nanosheets for Enhanced Hydrogen Evolution.
Nano Energy 2019, 59, 598–609. 18-19
Gao, X., Zhou, D., Chen, Y., Wu, W., Su, D., Li, B. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Strong charge polarization effect enabled by surface oxidized titanium nitride for lithium-sulfur batteries.
Commun. Chem., 2019, 2, 1-10.
Indraratna, B., Ferreira, F., Qi, Y. and Ngo, T.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Application of geoinclusions for sustainable rail infrastructure under increased axle loads and higher speeds.
Innovative Infrastructure Solutions, 3(1), 69.
Fallahnezhad, K., Brinji, O., Desai, A. and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
The influence of different types of loading on false brinelling.
Wear, 440(441), p.203097.
Gong, Y., Li, Z., Zhang, J., Liu, W. and Zheng, Y.
CATEGORY TYPE: DATA ANALYTICS
Online Spatio-temporal Crowd Flow Distribution Prediction for Complex Metro System
IEEE Transactions on Knowledge and Data Engineering.
Indraratna, B., Qi, Y., Ngo, T., Rujikiatkamjorn, C., Neville, T., Ferreira, F. and Shahkolahi, A.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Use of Geogrids and Recycled Rubber in Railroad Infrastructure for Enhanced Performance.
Geosciences, vol. 9, no. 1, p. 30.
Jaumaux, P., Liu, Q., Zhou, D., Xu, X., Wang, T., Wang, Y., Kang, F., Li, B. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Deep-Eutectic-Solvent-Based Self-Healing Polymer Electrolyte for Safe and Long-Life Lithium-Metal Batteries.
Angew. Chem. Int. Ed. 2020, DOI: 10.1002/anie.202001793.
Jayasuriya, C., Indraratna, B. and Ngo, T.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Experimental study to examine the role of under sleeper pads for improved performance of ballast under cyclic loading.
Transportation Geotechnics, 19, pp: 61-73.
Lee, Y. F., Lu, Y., and Guan, R.
CATEGORY TYPE: INSPECTION
Nonlinear guided waves for fatigue crack evaluation in steel joints with digital image correlation validation.
Smart Materials and Structures, 29(3), 035031.
Li, N., Yang, L., Li, X., Li, X., Tu, J. and Cheung, C.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Multi-objective optimization for designing of high-speed train cabin ventilation system using particle swarm optimization and multi-fidelity Kriging.
Building and Environment, 155 (2019): 161-174.
Li, Z., Zhang, J., Wu, Q., and Kirsch, C
CATEGORY TYPE: DATA ANALYTICS
Field-Regularised Factorization Machines for Mining the Maintenance Logs of Equipment.
Mitrovic T., Xue B., Li X. (eds) AI 2018: Advances in Artificial Intelligence. AI 2018. Lecture Notes in Computer Science, pp. 172-183 vol 11320. Springer, Cham.
Lin, C. and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Microstructure Characterization of Degraded Grease in Axle Roller Bearings.
Tribology Transactions, 62(4), (2019) 667-687.
Mojumder, S., Su, H., Qiu, C., Mutton, P., Singh, A. & Yan, W.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
The role of bending stress on the initiation of reverse transverse defects.
Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, 0954409720904329.
Ngo, N., Indraratna, B., Ferreira, F. and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Improved performance of geosynthetics enhanced ballast: laboratory and numerical studies.
Proceedings of the Institution of Civil Engineers-Ground Improvement, pp: 1-21.
Ngo, N., Indraratna, B. and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Stabilisation of track substructure with geo-inclusions – experimental evidence and DEM simulation.
International Journal of Rail Transportation, 5(2), pp: 63-86.
Ngo, N., Indraratna, B. and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
A study of the geogrid–subballast interface via experimental evaluation and discrete element modelling.
Granular Matter, 19(3), pp: 54.
Ngo, N.T., Indraratna, B. and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Improved performance of ballasted tracks under impact loading by recycled rubber mats.
Transportation Geotechnics, 20, A 100239.
Pang, Y., Chen, B. K., and Liu, W.
CATEGORY TYPE: MONITORING, INSPECTION
An investigation of plastic behavior in cold-rolled aluminum alloy AA2024-T3 using laser speckle imaging sensor.
Int. J. Adv. Manuf. Tech., 103, 2707–2724.
Pang, Y., Chen, B. K., Liu, W., Yu, S. F., and Lingamanaik, S. N.
CATEGORY TYPE: MONITORING, INSPECTION
Development of a non-contact and non-destructive laser speckle imaging system for remote sensing of anisotropic deformation around fastener holes.
NDT & E International, 102219.
Pang, Y., Chen, B. K., Yu, S. F. and Lingamanaik, S. N.
CATEGORY TYPE: MONITORING, INSPECTION
Enhanced laser speckle optical sensor for in situ strain sensing and structural health monitoring.
Opt. Lett. 45, 2331-2334.
Pang, Y., Lingamanaik, S. N., Chen, B. K., and Yu, S. F.
CATEGORY TYPE: MONITORING, INSPECTION
Measurement of deformation of the concrete sleepers under different support conditions using non-contact laser speckle imaging sensor.
Engineering Structures, 205, 110054.
Peng D., Huang P., Jones R., Bowler A. and Edwards D.
CATEGORY TYPE: DURABILITY
A simple method based for computing crack shapes.
Engineering Failure Analysis, 2016, 59, 41–56.
Peng D. and Jones R.
CATEGORY TYPE: DURABILITY
A simple method for calculating the stress intensity factors for complex 3D cracks at a notch.
Engineering Fracture Mechanics, 2016, 158, 81-86.
Pozzebon M., Lin, C. and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
On the Modeling of Wear in Grease-Lubricated Spherical Roller Bearings.
Tribology Transactions. 2020:1-14.
Roy, T., Abrahams, R., Paradowska, A., Lai, Q., Mutton, P., Soodi, M., Fasihi, P. and Yan, W.
CATEGORY TYPE: DURABILITY
Evaluation of the mechanical properties of laser cladded hypereutectoid steel rails.
Wear 432 (2019): 202930.
Saki, M., Abolhasan, M., & Lipman, J.
CATEGORY TYPE: DATA ANALYTICS
A Novel Approach for Big Data Classification and Transportation in Rail Networks.
IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 3, pp. 1239-1249, March 2020.
Shrestha, S., Spiryagin, M., and Wu, Q.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Friction condition characterization for rail vehicle advanced braking system.
Mechanical Systems and Signal Processing, vol. 134, p. 106324.
Shrestha, S., Spiryagin, M. and Wu, Q.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Real-time multibody modeling and simulation of a scaled bogie test rig.
Railway Engineering Science, pp. 1–14, 2020, doi: 10.1007/s40534-020-00213-y.
Shrestha, S., Wu, Q. and Spiryagin, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Review of adhesion estimation approaches for rail vehicles.
International Journal of Rail Transportation, 7:2, 79-102.
Song, J., Guo, X., Zhang, J., Chen, Y., Zhang, C., Luo, L., Wang, F. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Rational design of free-standing 3D porous MXene/rGO hybrid aerogels as polysulfide reservoirs for high-energy lithium-sulfur batteries.
J. Mater. Chem. A, 2019, 7, 6507-6513
Su, H., Li, J., Lai, Q., Lun Pun, C., Mutton, P., Kan, Q., Kang, G. and Yan, W.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Ratcheting behaviour of flash butt welds in heat-treated hypereutectoid steel rails under uniaxial and biaxial cyclic loadings.
International Journal of Mechanical Sciences. Volume 176.
Su, H., Lun Pun, C., Mutton, P., Kan, Q. and Yan, W.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Numerical study on the ratcheting performance of heavy haul rails in curved tracks.
Wear – An International Journal on the Science and Technology of Friction, Lubrication and Wear (Volumes: 436-437, 15 October 2019, 203026)
Tian, H., Shao, H., Chen, Y., Fang, X., Xiong, P., Sun, B., Notten, P., Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Ultra-stable sodium metal-iodine batteries enabled by an in-situ solid electrolyte interphase.
Nano Energy, 2019, 57, 692-702.
Tian, H., Wang, T., Zhang, Z., Zhao, S., Wan, S., He, F. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Tunable porous carbon spheres for high-performance rechargeable batteries.
Journal of Materials Chemistry A, 2018, 6, pp: 12816-12841.
Tian, H., Yu, X., Shao, H., Dong, L., Chen, Y., Fang, X., Wang, C., Han, W. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Unlocking Few-Layered Ternary Chalcogenides for High-Performance Potassium-Ion Storage.
Adv. Energy Mater., 2019, 9, 1901560
Wang, S., Xiong, P., Guo, X., Zhang, J., Gao, X., Zhang, F., Tang, X., Notten, P. H. L. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
A Stable Conversion and Alloying Anode for Potassium‐Ion Batteries: A Combined Strategy of Encapsulation and Confinement.
Adv. Funct. Mater. 2020, 2001588.
Wang, T., Su, D., Shanmukaraj, D., Rojo, T., Armand, M. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Electrode Materials for Sodium-Ion Batteries: Considerations on Crystal Structures and Sodium Storage Mechanisms.
Electrochemical Energy Reviews, 2018, 1, 200-237.
Xia, F., Durandet, Y., Yu, T. X., and Ruan, D.
CATEGORY TYPE: LIGHTWEIGHT MATERIALS
Large deformation of corrugated sandwich panels under three-point bending.
Journal of Sandwich Structures & Materials
Xu, J., Zhang, W., Chen, W., Fan, H., Su, D. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
MOF-derived porous N-Co3O4@N-C nanododecahedra wrapped with reduced graphene oxide as a high capacity cathode for lithium-sulfur batteries.
J. Mater. Chem. A, 2018, 6, 2797-2807.
Yan, Y., Li, X., Shang, Y. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Evaluation of airborne disease infection risks in an airliner cabin using the Lagrangian-based Wells-Riley approach.
Building and Environment 121: 79-92.
Yan, Y., Li, X. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Numerical investigations of the effects of manikin simplifications on the thermal flow field in indoor spaces.
Building Simulation 10(2): 219-227.
Yan, Y., Li, X., Yang, L. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Evaluation of manikin simplification methods for CFD simulations in occupied indoor environments.
Energy and Buildings 127: 611-626.
Yan, Y., Li, X., Yang, Y. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Overall performance evaluation of underfloor air distribution system with different heights of return vents.
Energy and Buildings 147: 176-187.
Yang, J., Bao, W., Jaumaux, P., Zhang, S., Wang, C. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
MXene-Based Composites: Synthesis and Applications in Rechargeable Batteries and Supercapacitors.
Advanced Materials Interfaces, 2019. DOI: 10.1002/admi.201802004
Yang, L., Li, M., Li, X. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
The effects of diffuser type on thermal flow and contaminant transport in high-speed train (HST) cabins – A numerical study.
International Journal of Ventilation 17(1): 48-62.
Yang, L., Li, X., Yan, Y. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Effects of cough-jet on airflow and contaminant transport in an airliner cabin section.
The Journal of Computational Multiphase Flows 10(2): 72-82.
Yang, W., Yang, W., Dong, L., Gao, X., Wang, G. and Shao, G.
CATEGORY TYPE: ENERGY STORAGE
Enabling Immobilization and Conversion of Polysulfides through a Nitrogen-Doped Carbon Nanotubes/Ultrathin MoS2 Nanosheet Core-Shell Architecture for Lithium-Sulfur Batteries.
J. Mater. Chem. A 2019, 7 (21), 13103–13112.
Yu, X., Yu, Z.-Y., Zhang, X.-L., Li, P., Sun, B., Gao, X., Yan, K., Liu, H., Duan, Y. and Gao, M.-R.
CATEGORY TYPE: ENERGY STORAGE
Highly Disordered Cobalt Oxide Nanostructure Induced by Sulfur Incorporation for Efficient Overall Water Splitting.
Nano Energy 2020, 104652.
Zhang, D., Vong, C., Ravitharan, R., Reichl, P. and Chung, H.
CATEGORY TYPE: INSPECTION
Unmanned aerial system (UAS) for railway inspection.
AusRAIL 2018, Rail for a Better Future, 27-28 November 2018, Canberra, ACT
Zhang, F., Guo, X., Xiong, P., Zhang, J., Song, J., Yan, K., Gao, X., Liu, H. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Interface Engineering of MXene Composite Separator for High‐Performance Li–Se and Na–Se Batteries.
Adv. Energy Mater. 2020, 2000446.
Zhang, Y., Alarco, J., Nerkar, J., Best, A., Snook, G. and Talbot, P.
CATEGORY TYPE: ENERGY STORAGE
Improving the rate capability of LiFePO4 electrode by controlling particle size distribution.
Journal of the Electrochemical Society 166, A4128-A4135.
Zhang, Y., Alarco, J., Nerkar, J., Best, A., Snook, G. and Talbot, P.
CATEGORY TYPE: ENERGY STORAGE
Nanoscale characteristics of practical LiFePO4 materials – Effects on electrical, magnetic and electrochemical properties.
Materials Characterization 162, 110171.
Zhang, Y., Alarco, J., Nerkar, J., Best, A., Snook, G., Talbot, P. and Cowie, B.
CATEGORY TYPE: ENERGY STORAGE
Spectroscopic Evidence of Surface Li-Depletion of Lithium Transition-Metal Phosphates.
ACS Applied Energy Materials 3, 2856-2866.
Zhang, Y., Alarco, J., Best, A., Snook, G., Talbot, P. and Nerkar, J.
CATEGORY TYPE: ENERGY STORAGE
Re-evaluation of experimental measurements for the validation of electronic band structure calculations for LiFePO 4 and FePO 4.
RSC Advances 9, 1134-1146.
Zhao, S., Sun, B., Yan, K., Zhang, J., Wang, C. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Aegis of Lithium-Rich Cathode Materials via Heterostructured LiAlF4 Coating for High-Performance Lithium-Ion Batteries.
ACS Applied Materials & Interfaces 2018 10 (39), 33260-33268
Zhao, S., Yan, K., Zhang, J., Sun, B. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Reviving Reaction Mechanism of Layered Lithium-Rich Cathode Materials for High-Energy Lithium-Ion Battery.
Angewandte Chemie International Edition.
Zheng, L., Zhu, J., Wang, G., Lu, D., and He, T.
CATEGORY TYPE: ENERGY STORAGE
Incremental capacity analysis and differential voltage analysis based state of charge and capacity estimation for lithium-ion batteries.
Energy, vol. 150, pp.759- 769.
Zhou, D., Chen, Y., Li, B., Fan, H., Cheng, F., Shanmukaraj, D., Rojo, T., Armand, M. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
A Stable Quasi-Solid-State Sodium-Sulfur Battery.
Angew. Chem. Int. Ed., 2018, 57, 10168-10172.
Zhou, D., Shanmukaraj, D., Tkacheva, A., Armand, M. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Polymer Electrolytes for Lithium-Based Batteries: Advances and Prospects.
Chem 2019, 5, 2326-2352.
Zhou, D., Tkacheva, A., Tang, X., Sun, B., Shanmukaraj, D., Li, P., Zhang, F., Armand, M., and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Stable Conversion Chemistry-Based Lithium Metal Batteries Enabled by Hierarchical Multifunctional Polymer Electrolytes with Near-Single Ion Conduction.
Angewandte Chemie International Edition, 2019, 58 18, pp: 6001-600.
Full written conference paper – refereed proceedings
Al-Widyan, F., Kirchner, N. and Zeibots, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
An empirically verified Passenger Route Selection Model based on the principle of least effort for monitoring and predicting passenger walking paths through congested rail station environments.
Proceedings of the Australasian Transport Research Forum.
Bernal, E., Cole, C. and Spiryagin, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Innovative sensor-node hardware architecture for on-board heavy haul wagon monitoring.
In Larsson-Kraik, P.O. (Ed), Ahmadi, A. (Ed.), Proceedings of the International Heavy Haul Association STS Conference (IHHA 2019) (pp. 705-712). Narvik, Norway.
Chen, F., Xiang, J., Thomas, D. and Murphy, A.
CATEGORY TYPE: MODELLING AND ALGORITHMS
MIG welding software benchmarking.
IIW Document 212-1636-19, Annual Meeting of International Institute of Welding Study Group 212, Bratislava, Slovakia, 2019
Chen, F., Xiang, J., Thomas, D. and Murphy, A.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Arc welding modelling software benchmarking for parameter optimisation.
Proc. 13th International Conference on CFD in the Minerals and Process Industries, Melbourne, Australia, 2018, pp. 307–308.
Chen, J., Jindal, H., Philpot, D., Khan, S., Lim, C. and Creighton, D.
CATEGORY TYPE: PREDICTIVE MAINTENANCE
Can I Trust Machine Learning Analytics? Downer’s Approach to Predictive Maintenance.
AusRAIL PLUS 2019, 3-5 December 2019, Sydney Australia.
Chen, Y., Choi, S., Su, D., Gao, X. and Wang, G.
CATEGORY TYPE: ENERGY STORAGE
Self-Standing Sulfur Cathodes Enabled by 3D Hierarchically Porous Titanium Monoxide-Graphene Composite Film for High-Performance Lithium-Sulfur Batteries.
Nano Energy 2018, 47, 331–339.
Colborne-Veel, P., Kirchner, N. and Alempijevic, A.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Towards more train paths through early passenger intention inference.
Proceedings of the Australasian Transport Research Forum.
Collart, J., Fitch, R. and Alempijevic, A.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Motion States Inference through 3D Shoulder Gait Analysis and Hierarchical Hidden Markov Models.
Australasian Conference on Robotics and Automation 2017, 2017, pp. 1 – 8
Collart, J., Kirchner, N., Alempijevic, A. and Zeibots, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Foundation technology for development of an autonomous complex dwell time diagnostics tool.
Proceedings of the Australasian Transport Research Forum.
Farhood, H., He, X., Jia, W., Blumenstein, M. and Li, H.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Counting People based on Linear, Weighted and Local Random Forests.
Appeared at the Proceedings of 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2017).
Ferreira, F., Indraratna, B. and Shahkolahi, A.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Behaviour of geogridreinforced ballast under impact loading conditions.
4th International Conference on Railway Technology: Research, Development and Maintenance, Barcelona, Spain, September 2018.
Gabrys, B.
CATEGORY TYPE: PREDICTIVE MAINTENANCE
Automated composition, optimisation and adaptation of complex predictive systems. An invited keynote talk presented in November 2019 at the Workshop on Learning and Mining with Industrial Data.
2019 IEEE International Conference on Data Mining (ICDM), Beijing, China, 2019.
Gong, Y., Li, Z., Zhang, J., Liu, W., Chen, B. and Dong, X.
CATEGORY TYPE: DATA ANALYTICS
A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data.
29th International Joint Conference on Artificial Intelligence.
Gong, Y., Li, Z., Zhang, J., Liu, W., & Kirsch, C.
CATEGORY TYPE: DATA ANALYTICS
Network-wide crowd flow prediction of Sydney trains via customized online non-negative matrix factorization.
In Proceedings of the 27th ACM International Conference on Information and Knowledge Management, pages 1243–1252, 2018.
Gong, Y., Li, Z., Zhang, J., Liu, W. and Yi, J.
CATEGORY TYPE: DATA ANALYTICS
Potential passenger flow prediction: A novel study for urban transportation development.
Proceedings of the 34th AAAI Conference on Artificial Intelligence, pages 4020–4027, 2020.
Huang, H., Xu, J., Zhang, J., Wu, Q. and Kirsch, C.
CATEGORY TYPE: INSPECTION
Railway Infrastructure Defects Recognition using Fine-grained Deep Convolutional Neural Networks.
2018 Digital Image Computing: Techniques and Applications (DICTA), Canberra, Australia, 2018, pp. 1-8.
Huang, H., Zhang, J., Zhang, J., Wu, Q. and Xu, J.
CATEGORY TYPE: INSPECTION
Compare More Nuanced: Pairwise Alignment Bilinear Network for Few-Shot Fine-Grained Learning.
2019 IEEE International Conference on Multimedia and Expo (ICME), Shanghai, China, 2019, pp. 91-96.
Indraratna, B., Ferreira, F., Qi, Y. and Sun, Q.
DURABILITY, MODELLING AND ALGORITHMS
The role of energy absorbing materials in heavy haul rail for minimising track degradation.
4th International Conference on Railway Technology: Research, Development and Maintenance, Barcelona, Spain, September 2018.
Indraratna, B., Ngo, N. Qi, Y, and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Track Geomechanics for Future Railways: Use of Artificial Inclusions.
ICTG2020 – 4th International Conference on Transportation Geotechnics. Chicago, USA.
Indraratna, B., Ngo, N. and Rujikiatkamjom, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Advancement of Rail Ballast Testing Methodologies and Design Implications.
Geo-Congress.
Indraratna, B., Ngo, N. and Ferreira, F.
DURABILITY, MODELLING AND ALGORITHMS
Advancements in Track Technology: Use of Artificial inclusions for stabilising Transport Infrastructure.
13th Australia New Zealand Conference on Geomechanics (ANZ2019), pp. 1-6, Perth, WA, April 2019.
Indraratna, B., Ngo, N. and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Improved Performance of Ballasted Rail Tracks Using Plastics and Rubber Inclusions.
Procedia Engineering, 189, pp: 207-214.
Indraratna, B., Ngo, N. and Rujikiatkamjorn, C.
DURABILITY, MODELLING AND ALGORITHMS
Concepts and Methodologies for Track Improvement and Associated Physical Modelling and Field Monitoring.
Sundaram R., Shahu J., Havanagi V. (eds) Geotechnics for Transportation Infrastructure. Lecture Notes in Civil Engineering, vol 28, Page: 219-246. Springer, Singapore.
Indraratna, B., Ngo, N., Sun, Q., Rujikiatkamjorn, C. and Bessa Ferreira, F.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Concepts and Methodologies for Track Improvement and Associated Physical Modelling and Field Monitoring.
Proceedings of the International Symposium on Geotechnics of Transportation Infrastructure (ISGTI 2018) (pp. 24-36). India: Indian Institute of Technology Delhi.
Indraratna, B., Qi, Y., Jayasuriya C., Heitor A. and Navaratnarajah, S.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Use of rubber tyre elements in track stabilization.
Invited keynote paper for 15th International Conference on Geotechnical Engineering, 2019. Lahore, Pakistan.
Indraratna, B., Qi, Y, and Ngo, T.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Sustainable Transport Infrastructure Adopting Energy-absorbing Waste Materials.
The 1st International Symposium on Construction Resources for Environmentally Sustainable Techniologies (CREST 2020), Kyushu, Japan.
Jayasuriya, C., Indraratna, B. and Ferreira, F.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
The Use of Under Sleeper Pads to Improve the Performance of Rail Tracks 2020.
Indian Geotechnical Journal
Jayasuriya, C., Indraratna, B. and Bessa Ferreira, F. 2018.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
The Use of Under Sleeper Pads to Improve the Performance of Rail Tracks.
Proceedings of the International Symposium on Geotechnics of Transportation Infrastructure (ISGTI 2018) (pp. 474-474). Delhi, India
Jayasuriya, C., Indraratna, B., Rujikiatkamjom, C. and Navaratnaraja, S.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Application of elastic inclusions to improve ballasted track performances.
Geo-Congress 2020
Kasmani, S., He, X., Jia W., Wang, D. and Zeibots, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
A-CCNN: adaptive CCNN for density estimation and crowd counting.
2018 IEEE International Conference on Image Processing (ICIP2018).
Kirchner, N., Caraian, S., Colborne-Veel, P. and Zeibots, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Influencing passenger egress to reduce congestion at rail stations.
Proceedings of the Australasian Transport Research Forum.
Kocbek, S. and Gabrys, B.
CATEGORY TYPE: PREDICTIVE MAINTENANCE
Automated Machine Learning Techniques in Prognostics of Railway Track Defects.
International Conference on Data Mining Workshops (ICDMW), Beijing, China, 2019, pp. 777-784, doi: 10.1109/ICDMW.2019.00115.
Lee, Y., Lu, Y., Chiu, W. K., and Salehi, I.
CATEGORY TYPE: INSPECTION
Numerical simulation of crack detection on key railway structures using guided waves.
The 7th World Conference on Structural Control and Monitoring, &WCSCM, 22-25 July 2018, Qingdao, China.
Lee, Y. F., Lu, Y., Chiu, W.K. and Iman, S.
CATEGORY TYPE: INSPECTION
Nonlinear guided waves detection for fatigue crack detection in a steel joint.
in the Proceedings of the 12th International Workshop on Structural Health Monitoring, 10-12, September 2019, Stanford University, Stanford, CA, USA.
Li Z., Zhang J., Wu, Q., Kirsch C.
CATEGORY TYPE: DATA ANALYTICS
Field-Regularised Factorization Machines for Mining the Maintenance Logs of Equipment.
Mitrovic T., Xue B., Li X. (eds) AI 2018: Advances in Artificial Intelligence. AI 2018. Lecture Notes in Computer Science, pp. 172-183 vol 11320. Springer,
Li, Z., Zhang, J., Wu, Q., Gong, Y., Yi, J. and Kirsch, C.
CATEGORY TYPE: DATA ANALYTICS
Sample Adaptive Multiple Kernel Learning for Failure Prediction of Railway Points.
In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD ’19). ACM, New York, NY, USA, pp.2848-2856.
Lin, C. and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Study Of Wear Debris In Grease-Lubricated Axle Bearings Using Sem/Edx Analytical Technique.
Proceedings of the 11th International Conference on Contact Mechanics and Wear of Wheel/Rail Systems, Delft, the Netherlands, 24-27 September 2018.
Liu, C., Ngo, N. & Indraratna, B.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Improved performance of railroad ballast using geogrids.
Proceedings of the International Symposium on Geotechnics of Transportation Infrastructure (ISGTI 2018) (pp. 443-448). India: Indian Institute of Technology Delhi.
Liu, W., Chen, BK. and Pang, Y.
CATEGORY TYPE: MONITORING, INSPECTION
A new temperature-dependent anisotropic constitutive model for predicting deformation and spring-back in warm deep drawing of automotive AA5086-H111 aluminium alloy sheet.
The International Journal of Advanced Manufacturing Technology August 2018, Volume 97, Issue 9–12, pp 3407–3421.
Meehan, P., Milne, C., and Liu, S.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Investigation of wear degradation of railway spherical roller bearings.
Dynamics of Vehicles on Roads and Tracks: Proceedings of the 25th International Symposium on Dynamics of Vehicles on Roads and Tracks (IAVSD 2017), 14-18 August 2017, Rockhampton, Queensland, Australia
Murphy, A., Chen, F., Xiang, J., Thomas, D. and Feng, Y.
CATEGORY TYPE: MODELLING AND ALGORITHMS
The mushy zone in a model of arc welding of aluminium alloys.
Proc. 13th International Conference on CFD in the Minerals and Process Industries, Melbourne, Australia, 2018, pp. 224–225 (2018).
Murphy, A., Chen, F., Xiang, J., Thomas, D and Feng, Y.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Modelling the mushy zone in MIG welding.
IIW Document 212-1634-19, Annual Meeting of International Institute of Welding Study Group 212, Bratislava, Slovakia.
Murphy, A., Xiang, J., Park, H., Chen, F., Thomas, D., Feng, Y., Tanaka, K., Shigeta, M. and Tanaka, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Metal vapour in arc welding.
Book of Abstracts, 21st Gaseous Electronics Meeting, Canberra
Ngo, N. and Indraratna, B.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Interface Behavior of Geogrid-reinforced Sub-ballast: Laboratory and Discrete Element Modeling.
Proceedings of the International Symposium on Geotechnics of Transportation Infrastructure (ISGTI 2018) (pp. 475-481). India: Indian Institute of Technology Delhi.
Ngo, N, Indraratna, B. and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Performance assessment of geocell-reinforced subballast: modelling and design implications.
Geotechnical Frontiers 2017, Orlando, Florida USA.
Ngo, N., Indraratna, B. and Ferreira, F.
DURABILITY, MODELLING AND ALGORITHMS
Modelling of geogrid-reinforced ballast under direct shear and impact loading.
11th International Conference on Geosynthetics, Seoul, Korea, September 2018.
Pang, Y., Chen, B. K., Lingamanaik, S. N., and Yu, S. F.
CATEGORY TYPE: MONITORING, INSPECTION
The effects of support condition on concrete crosstie’s deformation using non-contact laser speckle imaging sensor.
In 13th International Conference on the Mechanical Behaviour of Materials (ICM/ 3), 11-14 June 2019, Melbourne, Australia.
Pang, Y., Chen, B. K., Lingamanaik, S. N., and Yu, S. F.
CATEGORY TYPE: MONITORING, INSPECTION
Development of a non-contact laser speckle imaging system for strain measurements in rails.
In Proceedings CORE 2018 – Conference on Railway Excellence Sydney Australia, Sydney.
Pang, Y., Chen, B. K., Lingamanaik, S. N., and Yu, S. F.
CATEGORY TYPE: MONITORING, INSPECTION
Development of a non-contact and non-destructive laser-speckle imaging system for sensing railway conditions.
In Proceedings ICCIVIL 2019 – 4th International Conference on Civil Engineering (ICCIVIL), Hangzhou.
Pozzebon, M., and Meehan, P.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Modelling of grease lubrication decay [online].
9th Australasian Congress on Applied Mechanics (ACAM9). Sydney: Engineers Australia, 2017: [604]-[612].
Randeniya, N., Ranjha, S., Kulkarni, A. and Lu, G.
CATEGORY TYPE: VIRTUAL REALITY
Virtual Reality Based Maintenance Training Effectiveness Measures – a Novel Approach for Rail Industry.
2019 IEEE 28th International Symposium on Industrial Electronics (ISIE), Vancouver, BC, Canada, 2019, pp. 1605-1610.
Ravitharan, R., Chevin, J., Chung, H., Vong, CH. and Zhang, D.
CATEGORY TYPE: INSPECTION
The Implementation of Unmanned Autonomous Systems (UAS) for Rail Inspection.
In Larsson-Kraik, P.O. (Ed), Ahmadi, A. (Ed.), Proceedings of the International Heavy Haul Association STS Conference (IHHA 2019) Narvik, Norway.
Saki, M., Abolhasan, M. and Lipman, J.
CATEGORY TYPE: DATA ANALYTICS
A big sensor data offloading scheme in rail networks.
In 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), Kuala Lumpur, Malaysia, pp. 1–6, April 2019.
Shrestha, S., Wu, Q., and Spiryagin, M.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Wheel-rail contact modelling for real-time adhesion estimation systems with consideration of bogie dynamics.
In Z. Li & A. Núñez (Eds.), 11th International Conference on Contact Mechanics and Wear of Rail/Wheel Systems (pp. 862–869). Delft, The Netherlands.
Shrestha, S., Spiryagin, M., and Wu, Q.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Variable control setting to enhance rail vehicle braking safety.
In Joint Rail Conference JRC2020, 2020, [online access] pp. 1–6.
Shrestha, S., Koirala, A., Spiryagin, M., and Wu, Q.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Wheel-rail interface condition estimation via acoustic sensors.
In Joint Rail Conference JRC2020, 2020, [online access] pp. 1–6.
Su, H., Pun, CL., Mutton, P., Kan, Q. and Yan, W.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Numerical study on the ratcheting performance of heavy haul rails in curved tracks.
In 11th International Conference on Contact Mechanics and Wear of Rail/wheel Systems, CM 2018 (pp. 938-947). Delft, The Netherlands.
Thomas, D., Murphy, A., Chen, F., Xiang. J. and Feng, Y.
CATEGORY TYPE: MODELLING AND ALGORITHMS
ArcWeld: A case study of the extensibility of software applications built using Workspace architecture.
Proc. 23rd International Congress on Modelling and Simulation, Canberra, Australia, 2019, pp. 470–476.
Virgona, A., Alempijevic, A. and Vidal-Calleja, T.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Socially Constrained Tracking in Crowded Environments Using Shoulder Pose Estimates.
2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, QLD, 2018, pp. 1-9.
Virgona, A., Kirchner, N. and Alempijevic, A.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Sensing and perception technology to enable real time monitoring of passenger movement behaviours through congested rail stations.
Proceedings of the Australasian Transport Research Forum.
Vong, CH., Ryan, K. and Chung, H.
CATEGORY TYPE: INSPECTION
Integral Backstepping Position Control for Quadrotors in Tunnel-Like Confined Environments.
In 2019 International Conference on Robotics and Automation (ICRA) (pp. 6425-6431). May 20-24, 2019, Montreal, Canada.
Wang, M., Zhang, J. and Lu, G.
CATEGORY TYPE: LIGHTWEIGHT MATERIALS
Numerical Analysis of Energy Absorption Performance of Voronoi core and Origami core sandwich panels.
The 7th International Conference on Design and Analysis of Protective Structures (HIS-DAPS2019), 04-06 December 2019, Seoul, Korea.
Wenhua, J., Zhenliang, M., Inhi, K., Seonha, L.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Revealing Mobility Regularities in Urban Rail Systems.
11th International Conference on Ambient Systems, Networks and Technologies, Warsaw, Poland, April.
Wenhua, J., Nan, Z., Paul, R., Inhi, K.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Imputation of missing transfer passenger flow with self-measuring multi-task gaussian process.
98th Annual Meeting of the Transportation Research Board, Washington, D.C., January, 2019.
Yang, J., Shiwakoti, N. and Tay, R.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Train dwell time models–development in the past forty years.
In 41st Australasian Transport Research Forum (ATRF), October 2019, Canberra, ACT, Australia.
Yang, L, Li, X. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Numerical study of diffuser type effects on transport characteristics of contaminants in high-speed train cabins.
The 20th Australian Fluid Mechanics Conference (AFMC 2016). 5-8 Dec, 2016. Perth, Australia.
Yang, L., Li, X. and Tu, J.
CATEGORY TYPE: MODELLING AND ALGORITHMS
Thermal comfort analysis of a high-speed train cabin considering the solar radiation effects.
Indoor and Built Environment 0(0): 1420326X198760
Zhang, L, Zhang, J., Li, Z. and Xu, J.
CATEGORY TYPE: DATA ANALYTICS
Towards Better Graph Representation: Two-branch Collaborative Graph Neural Networks for Multimodal Marketing Intention Detection.
21st IEEE International Conference on Multimedia & Expo.
Zheng, L., Zhu, J., Wang, G., Lu, D., McLean, P., and He, T.
CATEGORY TYPE: ENERGY STORAGE
Experimental analysis and modeling of temperature dependence of lithium-ion battery direct current resistance for power capability prediction.
2017 20th International Conference on Electrical Machines and Systems (JCEMS), pp. 1-4, 11-14 August 2017, Sydney, NSW, Australia.
Number of book chapters
Indraratna, B., Ngo, N., Nimbalkar, S., and Rujikiatkamjorn, C.
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Two decades of advancement in process simulation testing of ballast strength, deformation, and degradation.
Railroad Ballast Testing and Properties, ASTM STP1605, T. D. Stark, R. Szecsy, and R. H. Swan, Jr., Eds., ASTM International, West Conshohocken, PA, 2018, pp. 1–28.
Ngo, N. and Indraratna, B
CATEGORY TYPE: DURABILITY, MODELLING AND ALGORITHMS
Interface behavior of geogrid-reinforced sub-ballast: Laboratory and discrete element modeling.
Lecture Notes in Civil Engineering. 29: 195-209.