Research

My groups's research interests fall in the broad category of experimental and computational investigation of materials, structures and manufacturing processes. These include to some extent, the experimental supervision and in great detail formulating and application of computational frameworks and material constitutive models for metals, soft materials and their interfaces at different length scales. Our interests in these models are broad, spanning a wide range of macro-, micro- and nano-scale phenomena. Main areas of my research in the recent past and present include

1. Data Driven Computational Mechanics

Data driven computational mechanics in the context of boundary value problems deal with the direct use of experimental data to eliminate the efforts, uncertanties and error induced during material constitutive model formulations and inverse modelling (material parameter identification). We have developed a data driven solver to deal with more than two state variables, i.e. stresses, strains, strain rates, and failure, for nanomaterials.

Deformation and Failure in CNT's and CNT based nanocomposites via DDCM

2. Deformation and Failure in Materials and their Interfaces

2.1 Metal/Ceramic Interface Fracture

Metal/ceramic interface fracture of niobium/alumina bicrystal interface had been studied at Max-Planck Institute for metal research, Stuttgart, Germany since last three decades. It was found that fracture energy of the system changes in some case by 20 times for different orientations of the bicrystal specimen. In this work a length scale bridging procedure was proposed to simulate the interface fracture of niobium/alumina bicrystal specimens. An automatic identification procedure has been proposed to identify crystal plasticity parameters involved in the material constitutive equations. Using this procedure, a large number of parameters can be identified in few minutes that used to take weeks if done manually. Effect of crystal orientation on the crack initiation energies was studied. It was found that by changing the orientation of the single crystalline material does influence the fracture energies of the bicrystal interface. The trends of these fracture energies were found to be the same as were found in the experiments. The physical phenomena involved in the variation of fracture energies for different orientations of the interface were explained quantitatively using the analyses results. A correlation was derived among macroscopic parameter (fracture energy), and micro- and nano-scale parameters, such as cohesive strength, work of adhesion and yield stress.

Related Animations:

- Crystal Orientation: Nb(100)[001]|Sp(11-20)[0001]- Crystal Orientation: Nb(110)[001]|Sp(11-20)[0001]




Niobium/Alumina Bicrystal Interface Fracture: Plastic Slip Evolution with Interface Crack Growth

Selected Publications

A. Siddiq, S. Schmauder, Simulation of hardening in high purity niobium single crystals during deformation. Steel Grips, Journal of Steel and Related Materials , Vol. 3 (4), pp. 281-286, 2005. PDFA. Siddiq, S. Schmauder, Crystal plasticity parameter Identification procedure for single crystalline material during deformation. Journal of Computational and Applied Mechanics , 7 (1), pp. 1-15, 2006. PDFA. Siddiq, S. Schmauder, Modelling of Crystal Plasticity Effects on the Crack Initiation Energies of a Bi-Crystal Interface (Nb/Al2O3). Computer Assisted Mechanics in Engineering Sciences , 14 (1), 67-78, 2007. PDFA. Siddiq, S. Schmauder, Y. Huang, Fracture of bicrystal metal/ceramic interfaces: A study via the mechanism-based strain gradient crystal plasticity theory. International Journal of Plasticity , 23 (4), 665-689, 2007. PDFA. Siddiq, S. Schmauder, Interface fracture analyses of a bicrystal specimen using cohesive modelling approach. Modelling and Simulation in Material Science and Engineering , 14 (6), 1015-1030, 2006. PDFA. Siddiq, S. Schmauder, M. Ruhle, Niobium/alumina bicrystal interface fracture: A theoretical interlink between local adhesion capacity and macroscopic fracture energies, Engineering Fracture Mechanics 75, 2320-2332, 2008. PDFI. H. You, W. Lutz, H. Gerger, A. Siddiq, A. Brendel, S. Schmauder, Dynamic Fiber Push-out Study of a Copper Matrix Composite: Experiment and Simulation based on Cohesive Finite Elements, International Journal of Solids and Structures, 46, 4277-4286, 2009.

2.2 Ductile Damage at Different Length Scales

Ductile damage in metals is the main focus of the research. My research group is involved in understanding and developing multiscale computational frameworks for materials undergoing ductile deformation and failure. We have investigated single and dual phase alloys in this context and developed computational frameworks to simulate ductile damage at various length scales.

Ductile Damage in Aluminium Alloy Void Growth in Aluminium Alloy Single Crystals

Selected Publications

Umair Bin Asim, Amir Siddiq, Mehmet E. Kartal, Representative Volume Element (RVE) based Crystal Plasticity study of Void Growth on Phase Boundary in Titanium alloys, Computational Materials Science, 161, 346-350, 2019.Umair Bin Asim, Amir Siddiq, Mehmet E. Kartal, A CPFEM based study to understand the void growth in high strength dual‐phase Titanium alloy (Ti‐10V‐2Fe‐3Al), International Journal of Plasticity, 2019. (Accepted)M. A. Siddiq, A Porous Crystal Plasticity Constitutive Model for Ductile Deformation and Failure in Porous Single Crystals, International Journal of Damage Mechanics, 28, 233-248, 2019.U. Asim, M. A. Siddiq, M. Demiral, Void growth in high strength aluminium alloy single crystals – A CPFEM based study, Modelling and Simulation in Materials Science and Engineering, 25, 035010, 2017.T. El Sayed, E. Gurses, A. Siddiq, A phenomenological two-phase constitutive model for porous shape memory alloys, Computational Materials Science, 60, 44-52, 2012. A. Siddiq, R. Arciniega, T. El Sayed, A Variational Void Coalescence Model for Ductile Metals, Computational Mechanics, 49, 185-195, 2012.

2.3 Biomaterials

This research focuses on developing computational frameworks for soft biological materials to predict deformation and failure.

Selected Publications

J. Ockendon, T. El Sayed, A. Siddiq, G. Turkiyyah, A. Yavari, Fast Simulation Models for History Dependent and Non-Linear Time Consuming Finite Element Analyses, KAUST-Oxford Study Group, 2011.A. Siddiq, T. El Sayed, Effect of meniscus properties on the knee joint behaviour – A patient specific finite element based study, CSML, KAUST, 2011.

2.4 Nanocrystalline Materials

This research focussed on developing a multiscale constitutive model for nanocrystalline material to predict the deformation and failure at various loading rates.

Selected Publications

A. Siddiq, T. El Sayed, A variational multiscale constitutive model for intergranular failure in nanocrystalline materials, Materials Letters, 107, 56-59, 2013. A. Siddiq, T. El Sayed, A multiscale phenomenological constitutive model for strain rate dependent tensile ductility in nanocrystalline metals, Materials Letters, 142, 60-63, 2015.

2.5 Composites and Syntactic Foam

Selected Publications

C. Diyaroglu, E. Oterkus, E. Madenci, T. Rabczuk, A. Siddiq, Peridynamic modelling of composite laminates under explosive loading, Composite Structures, 144, 14-23, 2016.M.E. Kartal, L.H. Dugdale, J.J. Harrigan, M.A. Siddiq, D. Pokrajac, D.M.Mulvihill, Three-Dimensional In-Situ Observations of Compressive Damage Mechanisms in Syntactic Foam Using X-Ray Micro Computed Tomography, Journal of Materials Science, 52, 10186-10197, 2017.

3. Stress Corrosion Cracking

Stress corrosion cracking is a common failure mode for steels and other high strength alloys in corrosive environments. The aim of this research is to understand underlying physical mechanisms of stress corrosion cracking in steels and develop multiscale computational framework by incorporating these physical mechanisms for better predictions.


Intergranular Stress Corrosion Cracking in 304 Austenitic Stainless Steel

Effect of Hydrogen on Plastic Slip Evolution in Poly-crystalline 316 Austenitic Stainless Steel

Selected Publications

A. Siddiq, S. Rahimi, A Multiscale constitutive model for intergranular stress corrosion cracking in type 304 austenitic stainless steel, Journal of Physics, 451, 012022, 2013. D. De Meo, C. Diyaroglu, N. Zhu, E. Oterkus and M. Amir Siddiq, Multiphysics modelling of Stress Corrosion Cracking by using peridynamics, International Journal of Hydrogen Energy, 41, 6593-6609, 2016.Eugene Izuka Ogosi, M. Amir Siddiq, Umair Bin Asim, Mehmet Kartal, Modelling hydrogen induced stress corrosion cracking in austenitic stainless steel, Journal of Mechanics, 2019. (Accepted)Eugen Ogosi, Umair Asim, Amir Siddiq, Mehmet Kartal, Hydrogen effect on plastic deformation and fracture in austenitic stainless steel, CORROSION 2020, Houston, Texas, USA, 2020.

4. Additive Manufacturing

4.1 Laser Assisted 3D Metal Printing

Aim of this work is to understand the effect of scan speed, laser power, environment temperature, and scan pattern on the induced residual stresses and distortion with in the component. Also to develop a computational methodology to simulate microstructure evolution during laser melting and solidification to understand its effect on macroscale residual stresses and distortion.

4.2 Ultrasonic Consolidation

Ultrasonic consolidation process is a rapid manufacturing process used to weld thin layers of metals at low temperatures and low energy consumption. Experimental results have shown that ultrasonic consolidation is a combination of both surface (friction) and volume (plasticity) softening effects. In this work, a first attempt to simulate the ultrasonic consolidation of metals by taking into account both effects (surface and volume) at various length-scales. Comparison of the simulation results with experimental results shows similar behaviour.

It was also investigated that how different kinds of fibre and sensors can be embedded in different alloys using ultrasonic consolidation process. Also, how these embedding processes can be simulated and then optimized.

Related Animations:

- Acoustic Softening Phenomenon during Ultrasonic Consolidation Process- Ultrasonic Consolidation of Monolithic Structure- Dynamic Yielding during UC Fibre Embedding- Temperature Evolution during UC Fibre Embedding

Residual Stress Evolution During SLM based 3D Metal Printing

Effect of Acoustic Softening on Dynamic Yielding in Aluminium

Selected Publications

A. Siddiq, E. Ghassemieh, Thermomechanical Analyses of Ultrasonic Welding Process using Thermal and Acoustic Softening Effects, Mechanics of Materials, 40, 982-1000, 2008. A. Siddiq, E. Ghassemieh, Theoretical and FE Analysis of Ultrasonic Welding of Aluminium Alloy 3003, ASME: Journal of Manufacturing Science and Engineering, 131, 041007-1-11, 2009. Z. Zhu, B. P. Wynne, E. Ghassemieh, A. Siddiq, Microstructural Analysis of Ultrasonic Welded AA6061 by Electron Backscattered Diffraction, Rare Metal Materials and Engineering, 38, 147-151, 2009. A. Siddiq, E. Ghassemieh, Fibre Embedding in Aluminium Alloy 3003 using Ultrasonic Consolidation Process – Thermomechanical Analyses, International Journal Advanced Manufacturing Technology, 54, 997-1009, 2011. A. Siddiq, E. Ghassemieh, Computational Modelling of Fibre Embedding in Aluminium Alloy (AA6061) during Ultrasonic Consolidation Process, International Journal of Materials Engineering Innovation, 2, 182-202, 2011.A. Siddiq, T. El Sayed, Acoustic Softening in Metals during Ultrasonic Assisted Deformation via CP-FEM, Materials Letters, 65, 356-359, 2011.A. Siddiq, T. El Sayed, A Thermomechanical Crystal Plasticity based Constitutive Model for Ultrasonic Consolidation Process, Computational Materials Science, 51, 241-251, 2012.A. Kvits, A. Siddiq, Computational modelling of metal 3D printing, UoA Report 2018, 1-49, 2018.

5. Substractive Manufacturing

This research aimed at understanding and developing computational modes for subtractive manufacturing, i.e. material removal through cutting. Work has been focussed on different materials, for example surface defect machining of silicon by considering the high-pressure phase transformation (HPPT). Other works involved machining of nickel based super alloys to understand the residual stress relaxation of the forged and quenched components.

Surface Defect Machining of Silicon using Smooth Particle Hydrodynamics

Machining Induced Relaxation and Distortion in Inconel718

Selected Publications

Amir Mir, Amir Siddiq, Xichun Luo, Smooth particle hydrodynamics study of surface defect machining for diamond turning of silicon, International Journal of Advanced Manufacturing Technology, 88, 2461-2476, 2017. Amir Mir, Xichun Luo, M. A. Siddiq, Numerical simulation of triaxial tests to determine the Drucker-Prager parameters of silicon, 21st International Conference on Automation and Computing, UK, 2015.Amir Mir, Xichun Luo, M. A. Siddiq, A numerical investigation on the effect of tool geometry in single point diamond turning of silicon, Proceedings of the 15th International Conference of European Society for Precision Engineering and Nanotechnology, EUSPEN 2015, Leuven, Belgium, 2015.M. Keegan, A. Siddiq, S. Rahimi, Modelling of Disc quenching and machining induced stress relaxation and distortion. AFRC Internal reports, 2014.

6. Conventional and Unconventional Forming Processes

This research has focused on understanding multiscale deformation and failure behaviour of materials during conventional and unconventional forming processes. Some examples of the processes under investigation include sheet metal forming, incremental sheet forming, extrusion, and wire drawing. Experimental investigation are then used to develop computational frameworks for better predictions.

Forming Limit Curve (FLC) Simulations for Aluminium Alloys

Bending of Steel through Press Brake

Selected Publications

I. Eipert, G. Sivaswamy, R. Bhattacharya, M. Amir, P. Blackwell, Improvement in Ductility in Commercially Pure Titanium Alloys by Stress Relaxation at Room Temperature, Key Engineering Materials, 611, 92-98, 2014. Muftooh Ur Rehman Siddiqi, Jonathan Corney, Giribaskar Sivaswamy, Muhammad Amir, Rahul Bhattacharya, Design and validation of a fixture for positive incremental sheet forming, Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 282, 629-643, 2018.M. A. Siddiq, A Porous Crystal Plasticity Constitutive Model for Ductile Deformation and Failure in Porous Single Crystals, International Journal of Damage Mechanics, 28, 233-248, 2019.Umair Bin Asim, Amir Siddiq, Mehmet E. Kartal, R. M. McMeeking, A Multiscale Crystal Plasticity based Constitutive Model for Metal Forming and Failure of Dual Phase Titanium Alloys, 2019. (In Preparation)Umair Bin Asim, Amir Siddiq, Giribaskar Sivaswamy, Jack Palmer, Panos Efthymiadis, Hassan Ghadbeigi, Paul Blackwell, Multiscale Experimental and Computational Investigation of the Deformation and Failure in Aluminium Alloy 6082-T6 during Sheet Metal Forming Process, 2019. (In Preparation)A. Siddiq, Report on FE Modelling of Sheet Forming Processes, AFRC, 2013.A. Siddiq, R. Bhattacharya, Process Design for Sheet Metal Forming, AFRC, 2013.A. Siddiq, R. Bhattacharya, Springback in Incremental Sheet Metal Forming Process, AFRC, 2012.

7. Residual Stress Measurement and Predictions

The aim of this research is to explore and investigate the possibility of measuring thermally induced residual stresses in IN718 materials quenched under different quenching conditions. Measurements were performed using slitting method, contour method and hole drilling method. FEA based modelling was performed to predict the induced residual stresses. Finally, a machining strategy was devised through computational modelling to understand predict residual stress relaxation.

Selected Publications

S. Rahimi, A. Siddiq, Residual stress measurements in IN718 plates quenched under different conditions, using contour and hole drilling method, AFRC Internal report, 2013.M. Keegan, A. Siddiq, S. Rahimi, Modelling of Disc quenching and machining induced stress relaxation and distortion. AFRC Internal reports, 2014.S. Rahimi, L. Hadji, M. King, M. Keegan, M. Amir, Disc Project: Modelling overview 2013-14. AFRC Internal reports, 2014.