Dr Shirsendu Sikdar
Research Associate
- sikdars@cardiff.ac.uk
- +44 7404906780
- W/1.30, Queen's Buildings, 5 The Parade, Newport Road, Cardiff, CF24 3AA
Overview
I am an EPSRC Research Associate in mechanical engineering, working with the Applied and Computational Mechanics research group. I work with industrial partners and academic collaborators on the topics of Artificial Intelligence (AI), Cyber-physical Systems, Computer Vision, Internet-of-things (IoT), Structural Health Monitoring, Ultrasonic Waves and Acoustic Emission. There are research positions and PhD studentships that are available in our research group. I have over 40 publications in international journals, conference proceedings, book chapters, book and thesis.
My primary research interests are as follows -
- Structural Health Monitoring is a significant area of interest, especially for aerospace applications where AI-based intelligent monitoring systems for structures integrated within an IoT framework would help in the development and fail-safe operation of the next smart structures.
- Computational modelling and digital twin is receiving increasing attention in high-tech applications because it enables simulation of a products’ operation in a virtual environment in a parametrized space that captures both design features and operational conditions. This requires advanced computational modelling techniques including reduced-order modelling to have a sleek, interactive model in real-time.
Areas of expertise
- Structural Health Monitoring (SHM) & Nondestructive Evaluation (NDE)
- Reduced-order Computational Modelling
- Smart Sensing Systems
- Nonlinear Ultrasonics
- Robust Optimization
- Acoustic Emission
- Machine Learning
- Smart Structures
Biography
Educational qualifications:
- PhD, Indian Institute of Technology (IIT) Bombay, Mumbai, India, 2017.
- M. Tech., IIT Kharagpur, Kharagpur, India, 2011.
- B.E., Jadavpur University, Kolkata, India, Construction Engineering, 2009.
Honours and awards
- Best paper award
- Conference: 9th European Workshop on Structural Health Monitoring, 10-13 July 2018.
- Location: Manchester, UK.
- Award of Excellence for Best PhD Thesis: 2015-2016, IIT Bombay, India.
- Best PRELUDIUM 12 Proposal in 2017, NCN Poland.
- Winner of FWO Marie Curie Fellowship (2018), FWO Belgium.
- Best Researcher of IMP PAN in 2019 for securing the highest points amongst other researchers at IMP PAN.
- Winner of OPUS 15 grant (2018), NCN Poland.
Professional memberships
- Guest Editor of Signals: Organising a Special Issue, "Advances in Signal Processing for SHM and NDT".
- Member of (i) International Association of Advanced Materials, (ii) Reviewer Board of MDPI (JCS).
- Special Session Organizer ‘Nonlinear Elastic Waves in Composites’ at the ICCS24, 14 - 18 June 2021, University of Porto, Portugal.
Academic positions
- 2021 - present: Research Associate, Cardiff University, UK.
- 2019 - 2021: FWO Mariecurie Fellowship, Ghent University, Belgium.
- 2016 - 2019: Postdoc, Research Associate, Polish Academy of Sciences: IMP PAN, Poland.
- 2012-2016: PhD Scholar & Teaching Assistant, IIT Bombay, India
- 2011-2012: Assistant Professor, Sikkim Manipal Institute of Technology, India
Speaking engagements
Keynote:
· SESSION Keynote Lecture on ‘Physical and Thermal Properties of Treated Sugar Palm /Glass Fiber-Reinforced Thermoplastic Polyurethane Hybrid Composites’ at the 4th International Conference on Mechanics of Composites (MECHOMP 2019), July 9 - 12, 2018, Madrid, Spain
Talks Delivered in key conferences:
- Guided Wave Propagation based Analysis of Non-linear Debonding Effects in a Composite Structure. The 12th International Workshop on Structural Health Monitoring (IWSHM 2019). September 10-12, 2019, Stanford University, California, USA.
- Analysis of Non-linear Disbond Effects on Guided Wave Propagation in a Stiffened Composite Structure. International Congress on Ultrasonics, September 3-6, 2019, Bruges, Belgium.
- A Robust Health Monitoring Framework for Rapid Inspection of a Honeycomb Sandwich Composite Panel with Stiff Core-inserts. 4th International Conference on Mechanics of Composites, July 9 - 12, 2018, Madrid, Spain.
- Acoustic Emission Source Localization in Advanced Composite Structures. EURONOISE 2018, May 27 - 31, 2018, Heraklion, Greece.
- Acoustic emission based debonding detection in a honeycomb composite sandwich structure. 20th International Conference on Composite Structures, 4 - 7 September 2017, Paris, France.
- Assessment of barely visible impact damage in a 3D core sandwich composite structure. IPM 2017, 31 May-02 June 2017, Rzeszow-Krasiczyn, Poland.
· Wave Propagation in a Honeycomb Composite Sandwich Structure in the Presence of High-Density Core Using Bonded PZT-Sensors. 10th International Conference on Vibration Engineering & Technology of Machinery, September 9-11, 2014. University of Manchester, UK.
Committees and reviewing
Provides reviewer service for
- Mechanical Systems and Signal Processing, Elsevier
- Smart Materials and Structures, IOPscience
- Composite Structures, Elsevier
- NDT&E, Elsevier
- Engineering Failure Analysis, Elsevier
- Ultrasonics, Elsevier
- Structural Health Monitoring, SAGE
- Journal of the Royal Society Interface, The Royal Society
- IEEE Transactions on Mechatronics, IEEE
- Journal of Intelligent Materials Systems and Structures, SAGE
- Journal of Sandwich Structures and Materials, SAGE
- Materials Research Express, IOPscience
- Reviewer for Research Grant Applications for NCN Poland.
Projects
- Project (as Individual Fellow): Development of SHM Frameworks for Advanced Composite Structures under Hazardous Environmental Conditions (FWO.3E0.2019.0102.01, funded by FWO (Research Foundation-Flanders, Belgium, Grant amount: £160.00k))
- Project (as PI): Probabilistic Active Health Monitoring of Advanced Composite Structures (2018/29/B/ST8/02904, funded by NCN Poland, Grant Amount: £190.00k)
Project (as PI): Study of Disbond Effects in Honeycomb Sandwich Composite Materials Subjected to Environmental impacts (UMO-2016/23/N/ST8/01326, funded by NCN Poland, Grant Amount: £20.00k)
Publications
The listed publications reflect my supervision of PhD Students (marked with ‘*’) and collaboration (marked with ‘+’) success.
Peer-reviewed journal publications (selected list):
- Sikdar, S., Liu, D.+ and Kundu, A.+, 2022. ‘Acoustic Emission Data Based Deep Learning Approach for Classification and Detection of Damage-sources in a Composite Panel’, Composites Part B: Engineering, 228, 109450. Impact Factor (IF): 9.078. SJR: Q1
- Pal, J.+, Sikdar, S. and Banerjee S.+, 2022. ‘A Deep-Learning Framework for Health Monitoring of a Steel Frame Structure with Bolted Connections’, Structural Control and Health Monitoring, 29, e2873. IF: 4.819. Q1
- Sikdar, S. and Pal, J.+, 2021. ‘Bag of Visual Words based Machine Learning Framework for Disbond Characterisation in Composite Sandwich Structures using Guided Waves’, Smart Materials and Structures, 30: p. 075016. IF: 3.613. Q1
- Singh SK*, Sikdar S, and Malinowski, P.H.+, 2021. ‘An Optimized Data Fusion Strategy for Structural Damage Assessment using Electromechanical Impedance’, Smart Materials and Structures, 30(3), p.035012. IF: 3.613. Q1
- Sikdar S, Singh SK*, Malinowski, P.H.+ and Ostachowicz, W. +, 2021. ‘Electromechanical Impedance based Debond Localisation in a Composite Sandwich Structure’, Journal of Intelligent Material Systems and Structures, 1045389X211057225. IF: 2.569. Q1
- Sikdar, S., Paepegem, W.V., Ostachowicz, W. +, Kersemans, M., 2020. ‘Nonlinear Debond Response Analysis in a Smart Composite Structure using Elastic Wave Propagation’, Composites Part B: Engineering, 200, p.108304. IF: 9.078. Q1
- Sikdar, S., 2019. ‘Multi-level nondestructive analysis of joint-debond effects in sandwich composite structure’, Polymer Testing, 80: p. 106149. IF: 3.275. Q1
- Sikdar, S., and Banerjee, S.+, 2019. ‘Guided wave based nondestructive analysis of localized inhomogeneity effects in an advanced sandwich composite structure’, Composites Part B: Engineering, 176, 107195. IF: 9.078. Q1
- Sikdar, S., Mirgal, P.*, Banerjee, S.+ and Ostachowicz, W., 2019. ‘Damage-induced Acoustic Emission Source Monitoring in a Honeycomb Sandwich Composite Structure’, Composites Part B: Engineering, 158: pp. 179-88. IF: 9.078. Q1
- Sikdar, S. and Ostachowicz, W., 2019. ‘Nondestructive analysis of Core-junction and Joint-debond effects in Advanced Composite Structure’, Polymer Testing, 73: pp. 31-33. IF: 3.275. Q1
- Sikdar, S. and Ostachowicz, W., 2019. ‘Ultrasonic Guided Lamb Wave based Debonding Monitoring of Advanced Honeycomb Sandwich Composite Structures’, Strain, 55(1): p. 12302. IF: 1.848. Q2
- Sikdar, S., Kundu, A.+, Jurek, M. and Ostachowicz, W., 2019. ‘Nondestructive Analysis of Debonds in a Composite Structure under Variable Temperature Conditions’, Sensors, 19(16), 3454.IF: 3.576. Q2
- Sikdar, S., Fiborek, P.*, Kudela, P., Banerjee, S.+ and Ostachowicz, W., 2018. ‘Effects of Debonding on Lamb Wave Propagation in a Bonded Composite Structure under Variable Temperature Conditions’, Smart Materials and Structures, 28(1):p.015021. IF: 3.613. Q1
- Sikdar, S., Ostachowicz, W. and Pal, J.+, 2018. ‘Damage-induced Acoustic Emission Source Identification in an Advanced Sandwich Composite Structure’, Composite Structures, 202:860-866. IF: 5.407. Q1
- Sikdar, S., Kudela, P., Radzieński, M., Kundu, A+. and Ostachowicz, W., 2018. ‘Online detection of barely visible low-speed impact damage in 3D-core sandwich composite structure’, Composite Structures, 185: pp. 646-55. IF: 5.407. Q1
- Kundu, A.+, Eaton, M.J.+, Al-Jumali, S., Sikdar, S., and Pullin, R.+, 2017. ‘Acoustic emission based damage localization in composites structures using Bayesian identification’, Journal of Physics. Conference Series 842: pp.012081.
- Sikdar, S., Kudela, P. and Ostachowicz, W., 2017. ‘Assessment of barely visible impact damage/debonding in a 3D-core sandwich composite structure. Computer Assisted Methods in Engineering and Science, 24:259–268.
- Sikdar, S. and Banerjee, S., 2016. ‘Identification of disbond and high density core region in a honeycomb composite sandwich structure using ultrasonic guided waves’, Composite Structures, 152, pp. 568–578. IF: 5.407. Q1
- Sikdar, S. and Banerjee, S., 2016. ‘Guided Wave Propagation in a Honeycomb Composite Sandwich Structure in Presence of a High Density Core’, Ultrasonics, 71: pp. 86-97. IF: 2.89. Q1
- Sikdar, S. and Banerjee, S., 2015. ‘Study of Guided Wave Propagation in a Honeycomb Composite Sandwich Plate in Presence of a High-density Core Region Using Surface-bonded Piezoelectric Sensors’, Journal of Vibration Engineering & Technologies, 4(5): pp. 431-438. IF: 0.649. Q3
- Sikdar, S., Banerjee, S. and Ashish, G.*, 2015. ‘Ultrasonic guided wave propagation and disbond identification in a honeycomb composite sandwich structure using bonded piezoelectric wafer transducers’, Journal of Intelligent Material Systems and Structures, 27(3): pp. 1767-1779. IF: 2.569. Q1
Books - Authored:
- Sikdar, S. and Banerjee, S., (2017). SHM of Advanced Composites Using Guided Waves.
LAP LAMBERT Academic Publishing, ISBN 978-620-2-02697-0.
Peer-reviewed book chapters:
- 1.Sikdar, S. (2020). Numerical Simulation Techniques for Damage Response Analysis in Composites. Structural Health Monitoring System for Synthetic, Hybrid and Natural Fiber Composites, Springer- Nature. (accepted)
- Kundu A+, Sikdar S, Eaton M+, Navaratne R.+ A Generic Framework for Application of Machine Learning in Acoustic Emission-Based Damage Identification. InProceedings of the 13th International Conference on Damage Assessment of Structures 2020 (pp. 244-262). Springer, Singapore.
Peer-reviewed Conference Papers (selected list):
- Sikdar, S., Paepegem, W.V. and Kersemans, M., 2020. ‘Guided Wave Propagation and Breathing-debond Localization in Composite Structures’, 10th European Workshop on Structural Health Monitoring (EWSHM 2020), July 6 - 9, 2020, Palermo, Italy.
- Sikdar S, Ostachowicz W. Guided Wave Propagation Based Analysis of Non-linear Debonding Effects in a Composite Structure. Structural Health Monitoring, September 10-12, 2019, Stanford University, California, USA
- Balasubramaniam, K.*, Sikdar, S., Fiborek, P*. and Malinowski, P. Damage Assessment for a Sandwich-like Panel using Experimental and Numerical Analysis of Guided Waves, NDE 2019 Conference & Exhibition, December 5-7, 2019, Bangalore, India.
- Sikdar, S., Fiborek, P.*, Malinowski, P. and Ostachowicz, W. (2019, April). Ultrasonic guided wave propagation in a repaired stiffened composite panel. In Health Monitoring of Structural and Biological Systems XIII(Vol. 10972, p. 1097207).
- Kundu, A.+, Sikdar, S., Eaton, M.J.+ and Navaratne, R.+, 2018. ‘Probabilistic method for damage identification in multi-layered composite structures’, EWSHM 2018, July 10 - 13, 2018, Manchester, UK.
- Sikdar, S., Ostachowicz, W., Kudela, P. and Fiborek, P.*, 2018. Study of Disbond Effects in a Jointed Composite Structure under Variable Ambient Temperatures. In Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2018(Vol. 10598, p. 105980G). International Society for Optics and Photonics.
- Sikdar, S., Mirgal, P.*, Banerjee, S+. and Ostachowicz, W. ‘Acoustic Emission Waveform Propagation and Source Localization in Advanced Sandwich Composite Structure’, EWSHM 2018, July 10 - 13, 2018, Manchester, UK.
- Sikdar, S., and Banerjee, S., (2014). ‘Wave Propagation in a Honeycomb Composite Sandwich Structure in the Presence of High-Density Core Using Bonded PZT-Sensors’.In: Vibration Engineering and Technology of Machinery. Springer, Cham, 2015. pp. 619-628.
- Sikdar, S., Banerjee, S., and Subhani, S.M.*, 2013. ‘Detection of Disbond in a Honeycomb Composite Sandwich Structure Using Ultrasonic Guided Waves and Bonded PZT Sensors’. Proceedings of the 14th Asia Pacific Conference on non-destructive testing, 18 - 22 November 2013, Mumbai, India.