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• Article

  Prediction of welding residual stresses using machine learning: Comparison between neural networks and neuro-fuzzy systems

  Mathew, J., Griffin, J., Alamaniotis, M., Kanarachos, S. & Fitzpatrick, M., Sep 2018, In: Applied Soft Computing. 70, p. 131-146 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Fuzzy systems
  • Residual stresses
  • Welding
  • Machine learning
  • Neural networks
  18 Citations (Scopus)

  124 Downloads (Pure)

• Probabilistic kernel machines for predictive monitoring of weld residual stress in energy systems

  Alamaniotis, M., Mathew, J., Chroneos, A., Fitzpatrick, M. & Tsoukolas, L., May 2018, In: Engineering Applications of Artificial Intelligence. 71, p. 138-154 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Residual stresses
  • Welds
  • Linear regression
  • Steel pipe
  • Monitoring
  6 Citations (Scopus)

  26 Downloads (Pure)

• Problems in using a comb sample as a stress-free reference for the determination of welding residual stress by diffraction

  Ganguly, S., Edwards, L. & Fitzpatrick, M. E., 25 Jan 2011, In: Materials Science and Engineering A. 528, 3, p. 1226-1232 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Diffraction
  • welding
  • residual stress
  • Residual stresses
  • Welding
  20 Citations (Scopus)

• Reactor pressure vessel embrittlement: Insights from neural network modelling

  Mathew, J., Parfitt, D., Wilford, K., Riddle, N., Alamaniotis, M., Chroneos, A. & Fitzpatrick, M. E., 15 Apr 2018, In: Journal of Nuclear Materials. 502, p. 311-322 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • pressure vessels
  • Embrittlement
  • embrittlement
  • Pressure vessels
  • reactors
  9 Citations (Scopus)

  32 Downloads (Pure)

• Research on energy consumption and energy efficiency of machine tools: a comprehensive survey

  Caires Moreira, L., Li, W., Fitzpatrick, M., Lu, X. & Li, X., 2018, In: International Journal of Nanomanufacturing. 14, 2, p. 140-164 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine tools
  • Energy efficiency
  • Energy utilization
  • Sustainable development
  • Climate change
  2 Citations (Scopus)

• Residual stress and texture control in Ti-6Al-4V wire + arc additively manufactured intersections by stress relief and rolling

  Honnige, J. R., Colegrove, P. A., Ahmed, B., Fitzpatrick, M., Ganguly, S., Lee, T. L. & Williams, S. W., 15 Jul 2018, In: Materials & Design. 150, p. 193-205 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stress relief
  • Residual stresses
  • Textures
  • Wire
  • Neutron diffraction
  51 Citations (Scopus)

  34 Downloads (Pure)

• Residual stress characterization of single and triple-pass autogenously welded stainless steel pipes

  Haigh, R. D., Hutchings, M. T., Fitzpatrick, M. E., James, J. A., Okido, S., Mizuno, R., Ogawa, K. & Hughes, D. J., Aug 2016, In: International Journal of Pressure Vessels and Piping. 144, p. 1–10

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stainless Steel
  • Steel pipe
  • Residual stresses
  • Stainless steel
  • Pipe
  20 Downloads (Pure)

• Residual stresses in aerospace structures reinforced with bonded crack retarders

  Syed, A. K., Fitzpatrick, M. E. & Moffatt, J. E., 2016, In: Journal of Strain Analysis for Engineering Design. 51, 2, p. 170-175

  Research output: Contribution to journal › Article

  Open Access

  File

  • Residual Stress
  • Crack
  • Residual stresses
  • Cracks
  • Fatigue
  1 Citation (Scopus)

  55 Downloads (Pure)

• Residual stresses induced by laser shock peening in orthopaedic Ti-6Al-7Nb alloy

  Shen, X., Shukla, P., Subramaniyan, A. K., Zammit, A., Swanson, P., Lawrence, J. & Fitzpatrick, M. E., Nov 2020, In: Optics and Laser Technology. 131, 106446.

  Research output: Contribution to journal › Article › peer-review

  • Ti-6Al-7Nb alloy
  • peening
  • orthopedics
  • Shot peening
  • Orthopedics
  2 Citations (Scopus)

• Residual Stresses in Ultrasonically Peened Fillet Welded Joints

  Ahmed, B. & Fitzpatrick, M. E., Aug 2014, In: Advanced Materials Research. 996, Chapter III. Materials and Structures, p. 755-760

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Residual stresses
  • Welds
  • Neutron diffraction
  • Fatigue of materials
  • Shot peening
  2 Citations (Scopus)

• Residual Stress Evaluation in Selective-Laser-Melting Additively Manufactured Titanium (Ti-6Al-4V) and Inconel 718 using the Contour Method and Numerical Simulation

  Ahmed, B., van der Veen, S., Fitzpatrick, M. & Guo, H., Aug 2018, In: Additive Manufacturing. 22, p. 571-582 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Selective laser melting
  • Titanium
  • Residual stresses
  • Computer simulation
  • Titanium alloys
  36 Citations (Scopus)

  236 Downloads (Pure)

• Residual Stress Measurements on a Metal Matrix Composite Using the Contour Method with Brittle Fracture

  Araujo de Oliveira, J., Fitzpatrick, M. E. & Kowal, J., 2014, In: Advanced Materials Research. 996, Chapter I. Measurement Methods, p. 249-354

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Stress measurement
  • Brittle fracture
  • Residual stresses
  • Metals
  • Composite materials
  3 Citations (Scopus)

• Robust Virtual Sensing for Vehicle Agile Manoeuvring: A Tyre-model-less Approach

  Acosta, M., Kanarachos, S. & Fitzpatrick, M., Mar 2018, In: IEEE Transactions on Vehicular Technology. 67, 3, p. 1894-1908

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Tire
  • Sensing
  • Tires
  • Sensor
  • Driver
  10 Citations (Scopus)

  187 Downloads (Pure)

• Surface preparation for residual stress measurement of an accelerated corrosion tested welded marine steel

  Ahmed, B. & Fitzpatrick, M. E., 2015, In: Corrosion Science. 91, p. 357–360

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stress measurement
  • Steel
  • Residual stresses
  • Corrosion
  • Neutron diffraction
  2 Citations (Scopus)

  111 Downloads (Pure)

• Synchrotron X-ray diffraction measurements of internal stresses during loading of steel-based metal matrix composites reinforced with TiB2 particles

  Bacon, D. H., Edwards, L., Moffatt, J. E. & Fitzpatrick, M. E., 1 May 2011, In: Acta Materialia. 59, 9, p. 3373-3383 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Synchrotrons
  • Steel
  • X ray diffraction
  • Metals
  • Residual stresses
  31 Citations (Scopus)

• The effect of compressive fatigue loads on fatigue strength of non-load carrying specimens subjected to ultrasonic impact treatment

  Polezhayeva, H., Howarth, D., Kumar, M., Ahmed, B. & Fitzpatrick, M. E., 2015, In: Welding in the World. 59, 5, p. 713-721

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Compressive stress
  • Ultrasonics
  • Fatigue of materials
  • Ocean structures
  • Residual stresses
  9 Citations (Scopus)

• The Effect of Hot Deformation Parameters on Microstructure Evolution of the α-Phase in Ti-6Al-4V

  Perumal, B., Rist, M. A., Gungor, S., Brooks, J. W. & Fitzpatrick, M. E., Aug 2016, In: Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science. 47, 8, p. 4128-4136 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • forging
  • Hot working
  • Forging
  • hot working
  • Microstructure
  15 Citations (Scopus)

  23 Downloads (Pure)

• The effect of laser shock peening on hardness and microstructure in a welded marine steel

  Ahmed, B. & Fitzpatrick, M. E., 2015, In: The Journal of Engineering. July 2015

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Shot peening
  • Hardness
  • Lasers
  • Microstructure
  • Steel
  46 Downloads (Pure)

• The influence of temperature on deformation-induced martensitic transformation in 301 stainless steel

  Das, Y. B., Forsey, A. N., Kelleher, J., Kabra, S., Fitzpatrick, M. E., Simm, T. H., Gungor, S. & Moat, R. J., 22 Nov 2018, In: Materials Science and Technology (United Kingdom). 34, 17, p. 2114-2125 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Martensitic transformations
  • Martensite
  • martensitic transformation
  • Austenitic stainless steel
  • stainless steels
  3 Citations (Scopus)

• Thermodynamic calculations of oxygen self-diffusion in mixed-oxide nuclear fuels

  Parfitt, D. C., Cooper, M. W. D., Rushton, M. J. D., Christopoulos, S-R. G., Fitzpatrick, M. E. & Chroneos, A., 29 Jul 2016, In: RSC Advances. 6, p. 74018-74027 10 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Mixed oxide fuels
  • uranium dioxide
  • Thorium
  • Thermodynamics
  • Oxygen
  10 Citations (Scopus)

  28 Downloads (Pure)

• The τ-plot, a multicomponent 1-D pole figure plot, to quantify the heterogeneity of plastic deformation

  Simm, T. H., Das, Y. B., Forsey, A. N., Gungor, S., Fitzpatrick, M. E., Prakash, D. G. L., Moat, R. J., Birosca, S., Quinta da Fonseca, J. & Perkins, K. M., Feb 2020, In: Materials Characterization. 160, 110114.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Plastic deformation
  • plastic deformation
  • poles
  • Poles
  • plots

• Through Thickness Residual Stress Measurements by Neutron Diffraction and Hole Drilling in a Single Laser-Peened Spot on a Thin Aluminium Plate

  Burak Toparli, M. & Fitzpatrick, M. E., 2014, In: Materials Science Forum. 772, p. 167-172 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Neutron diffraction
  • Stress measurement
  • stress measurement
  • drilling
  • Aluminum
  3 Citations (Scopus)
• Chapter

  Application of the Eigenstrain Theory to Predict Residual Stress around Curved Edges after Laser Shock Peening

  Coratella, S., Toparli, M. B. & Fitzpatrick, M. E., Sep 2013, Materials Science Forum. Trans Tech Publications, Vol. 768-769. p. 185-192

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • Shot peening
  • Residual stresses
  • Lasers
  • Finite element method
  • Mechanical engineering
  2 Citations (Scopus)

• Atomic force microscopy (AFM) for materials characterization

  Khan, M. K., Wang, Q. Y. & Fitzpatrick, M. E., 2016, Materials Characterization Using Nondestructive Evaluation (NDE) Methods. Huebschen, G., Altpeter, I., Tschuncky, R. & Herrmann, H-G. (eds.). London: Woodhead Publishing, p. 1-16

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • atomic force microscopy
  • characterization
  • liquid air
  • stiffness
  • spatial resolution
  4 Citations (Scopus)

• Insight on the inconsistencies of Barkhausen signal measurements for radiation damage on nuclear reactor steel

  Pirfo Barroso, S., Fizpatrick, M. E., Gillemot, F., Horváth, M. & Szekely, R., 2014, AIP Conference Proceedings. AIP, Vol. 1581. p. 1229

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • Radiation damage
  • Magnetic variables measurement
  • Nuclear reactors
  • Irradiation
  • Steel
  1 Citation (Scopus)

• Life Extension Techniques for Aircraft Structures – Extending Durability and Promoting Damage Tolerance through Bonded Crack Retarders

  Irving, P. E., Zhang, X., Doucet, J., Figueroa-Gordon, D., Boscolo, M., Heinimann, M., Shepherd, G., Fitzpatrick, M. E. & Liljedahl, D., 2011, ICAF 2011 Structural Integrity: Influence of Efficiency and Green Imperatives. Springer Verlag, p. 753-770

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • aircraft structures
  • straps
  • retarders
  • durability
  • cracks
  8 Citations (Scopus)

• Nanostructural Metallic Materials-Nanoengineering and Nanomanufacturing

  Fitzpatrick, M. E., Caballero, F. G. & Van De Voorde, M. H., 30 Jan 2015, The Nano-Micro Interface: Bridging the Micro and Nano Worlds: Second Edition. Wiley, Vol. 1-2. p. 135-158 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Rare Earth Metals
  • Fabrication
  • Nanostructured materials
  • Rare earths
  • Alloying
• Conference article

  Residual stress redistribution during elastic shake down in welded plates

  Chukkan, J. R., Wu, G., Fitzpatrick, M. E., Eren, E., Zhang, X. & Kelleher, J., 25 May 2018, In: MATEC Web of Conferences. 165, 6 p., 21004.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File

  • Residual stresses
  • Ships
  • Welding
  • Welds
  • Neutron diffraction
  3 Citations (Scopus)

  10 Downloads (Pure)
• Conference proceeding

  Effect of Ultrasonic Peening on Fatigue Strength of Welded Marine Structures - Lloyd’s Register Research Programme

  Polezhayeva, H., Howarth, D., Kumar, M., Ahmad, B. & Fitzpatrick, M. E., 2014, Unknown Host Publication.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding

  1 Citation (Scopus)

• Neutron diffraction study of elastoplastic behaviour of Al/SiCp metal matrix composite during tensile loading and unloading

  Wroński, S., Baczmański, A., Gaj, A., Wierzbanowski, K., Fitzpatrick, M. E., Klosek, V., Lodini, A. & Marciszko, M., 2014, Mechanical Stress Evaluation by Neutrons and Synchrotron Radiation VI. Vol. 772. p. 117-121 5 p. (Materials Science Forum; vol. 772).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Neutron diffraction
  • metal matrix composites
  • unloading
  • Unloading
  • neutron diffraction
  1 Citation (Scopus)

• Neutron Transmission Strain Measurements on IMAT: Residual Strain Mapping in an AlSiCp Metal Matrix Composite

  Ramadhan, R., Kockelmann, W., Tremsin, A. S. & Fitzpatrick, M., 20 Apr 2018, International Conference on Mechanical Stress Evaluation by Neutron and Synchrotron Radiation: MECA SENS 2017. Materials Research Forum LLC, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  Open Access

  File

  • metal matrix composites
  • strain measurement
  • neutrons
  • cross correlation
  • neutron diffraction
  22 Downloads (Pure)

• On full MAGV lateral dynamics exploitation: Autonomous Drift Control

  Acosta, M., Kanarachos, S. & Fitzpatrick, M., 1 Mar 2018, 15th International Workshop on Advanced Motion Control (IEEE AMC2018), Tokyo . IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Ground vehicles
  • Electric motors
  • Wheels
  • Torque
  • Control systems
  1 Citation (Scopus)

• Residual Stress Measurements and Fatigue Testing of Butt Welds Subjected to Peening Treatments

  Ahmad, B., Fitzpatrick, M. E., Howarth, D., Polezhayeva, H., Przydatek, J. & Robinson, A., 2013, Unknown Host Publication. International Institute of Welding

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding

• Studies regarding corrosion mechanisms in zirconium alloys

  Preuss, M., Frankel, P., Lozano-Perez, S., Hudson, D., Polatidis, E., Ni, N., Wei, J., English, C., Storer, S., Chong, K. B., Fitzpatrick, M., Wang, P., Smith, J., Grovenor, C., Smith, G., Sykes, J., Cottis, B., Lyon, S., Hallstadius, L., Comstock, R. J. & 2 others, Ambard, A. & Blat-Yrieix, M., 1 Jan 2011, Zirconium in the Nuclear Industry: 16th International Symposium. Barbéris, P. & Limbäck, M. (eds.). ASTM International, p. 649-681 33 p. (ASTM Special Technical Publication; vol. 1529 STP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Zirconium alloys
  • Oxides
  • Corrosion
  • Metals
  • Trademarks
  29 Citations (Scopus)

• The development of stress in inclusions caused by plastic flow in the matrix of a two-phase composite and its effect on the relief of initial residual stress

  Griffiths, J. R., Davidson, C. J., Finlayson, T. R., Oliver, E. C., Wang, Q. & Fitzpatrick, M. E., 1 Nov 2014, 8th Australasian Congress on Applied Mechanics, ACAM 2014, as Part of Engineers Australia Convention 2014. Engineers Australia, p. 788-795 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

  • Plastic flow
  • Residual stresses
  • Composite materials
  • Thermal expansion
  • Thermal stress
• Paper

  Anomaly detection in time series data using a combination of wavelets, neural networks and Hilbert transform

  Kanarachos, S., Mathew, J., Chroneos, A. & Fitzpatrick, M. E., 2015.

  Research output: Contribution to conference › Paper

  Open Access

  File

  • Anomaly detection
  • Time series
  • Neural networks
  • Wavelet analysis
  • Structural health monitoring
  11 Citations (Scopus)

  277 Downloads (Pure)

• Use of Bonded Crack Retarders to Improve Damage Tolerance of Wing Covers

  Heinimann, M., Maziarz, R., Castelletti, L., Boscolo, M., Naik, V., Doucet, J., Irving, P., Zhang, X., Syed, A., Liljedahl, C. D. M., Fitzpatrick, M. E. & Moffatt, J. E., 2016, (Accepted/In press).

  Research output: Contribution to conference › Paper

  • retarders
  • wings
  • cracks
  • damage
  • residual stress