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Dr Binayak Bhandari

Dr Binayak Bhandari

Research Associate (ARC)

PhD Mechanical Engineering (2014), Seoul National University, South Korea

Engineering
Mechanical and Manufacturing Engineering

Binayak Bhandari is currently working at the Automated Manufacture of Advanced Composites (AMAC) Research Centre at UNSW SYDNEY. Before relocating to Australia, Dr Binayak Bhandari served as Assistant Professor & Department Chair at Woosong University, South Korea. Dr Bhandari received his PhD in Mechanical Engineering from Seoul National University (2014), South Korea.

Phone
+62452263757
E-mail
binayak.bhandari@unsw.edu.au
Location
ARC Training Centre for Automated Manufacture of Advanced Composites School of Mechanical and Manufacturing Engineering Room 208A, J17, Ainsworth Building, Sydney, NSW 2052 Australia University of New South Wales, Sydney, Australia
  • Books | 2021
    2021, Hybrid Energy System Models, Elsevier, http://dx.doi.org/10.1016/c2019-0-03501-7
  • Book Chapters | 2020
    Bhandari B; Ahn SH, 2020, 'Off-grid hybrid renewable energy systems and their contribution to sustainable development goals', in Hybrid Energy System Models, pp. 75 - 89, http://dx.doi.org/10.1016/B978-0-12-821403-9.00007-X
  • Journal articles | 2024
    Bhandari B; Maung PT; Oromiehie E; Prusty GB, 2024, 'Continuous Wavelet Transform and Deep Learning for Accurate AE Zone Detection in Laminated Composite Structures', IEEE Sensors Journal, http://dx.doi.org/10.1109/JSEN.2024.3377607
    Journal articles | 2024
    Bhandari B; Park GJ, 2024, 'Non-contact surface roughness evaluation of milling surface using CNN-deep learning models', International Journal of Computer Integrated Manufacturing, 37, pp. 423 - 437, http://dx.doi.org/10.1080/0951192X.2022.2126012
    Journal articles | 2023
    Bhandari B; Park G; Shafiabady N, 2023, 'Implementation of transformer-based deep learning architecture for the development of surface roughness classifier using sound and cutting force signals', Neural Computing and Applications, 35, pp. 13275 - 13292, http://dx.doi.org/10.1007/s00521-023-08425-z
    Journal articles | 2023
    Choi JY; Jeon JH; Lyu JH; Park J; Kim GY; Chey SY; Quan YJ; Bhandari B; Prusty BG; Ahn SH, 2023, 'Current Applications and Development of Composite Manufacturing Processes for Future Mobility', International Journal of Precision Engineering and Manufacturing - Green Technology, 10, pp. 269 - 291, http://dx.doi.org/10.1007/s40684-022-00483-3
    Journal articles | 2023
    Ghimire S; Nguyen-Huy T; Prasad R; Deo RC; Casillas-Pérez D; Salcedo-Sanz S; Bhandari B, 2023, 'Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction', Cognitive Computation, 15, pp. 645 - 671, http://dx.doi.org/10.1007/s12559-022-10070-y
    Journal articles | 2023
    Shafiabady N; Hadjinicolaou N; Din FU; Bhandari B; Wu RMX; Vakilian J, 2023, 'Using Artificial Intelligence (AI) to predict organizational agility', PLoS ONE, 18, http://dx.doi.org/10.1371/journal.pone.0283066
    Journal articles | 2023
    Wang X; Wang H; Bhandari B; Cheng L, 2023, 'AI-Empowered Methods for Smart Energy Consumption: A Review of Load Forecasting, Anomaly Detection and Demand Response', International Journal of Precision Engineering and Manufacturing - Green Technology, http://dx.doi.org/10.1007/s40684-023-00537-0
    Journal articles | 2022
    Bhandari B; Park G, 2022, 'Development of a real-time security management system for restricted access areas using computer vision and deep learning', Journal of Transportation Safety and Security, 14, pp. 655 - 670, http://dx.doi.org/10.1080/19439962.2020.1806423
    Journal articles | 2022
    Ghimire S; Bhandari B; Casillas-Pérez D; Deo RC; Salcedo-Sanz S, 2022, 'Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia', Engineering Applications of Artificial Intelligence, 112, http://dx.doi.org/10.1016/j.engappai.2022.104860
    Journal articles | 2022
    Herrmann C; Bhandari B; Kwak MK, 2022, 'Preface for Green Manufacturing Coping with Climate Change and Pandemics', International Journal of Precision Engineering and Manufacturing - Green Technology, 9, pp. 693 - 694, http://dx.doi.org/10.1007/s40684-022-00438-8
    Journal articles | 2021
    Bhandari B; Park G, 2021, 'Development of a surface roughness evaluation method from light and shade composition using deep learning', IEIE Transactions on Smart Processing and Computing, 10, pp. 189 - 198, http://dx.doi.org/10.5573/IEIESPC.2021.10.3.189
    Journal articles | 2021
    Bhandari B, 2021, 'Comparative study of popular deep learning models for machining roughness classification using sound and force signals', Micromachines, 12, http://dx.doi.org/10.3390/mi12121484
    Journal articles | 2020
    Jun PG; Bhandari B, 2020, 'Railway Facility Real-time Intruder Monitoring System Using Computer Vision and Deep Learning', Journal of the Korean Society for Railway, 23, pp. 35 - 44, http://dx.doi.org/10.7782/JKSR.2020.23.1.35
    Journal articles | 2019
    Bhandari B; Lee MK, 2019, 'Haptic identification of objects using tactile sensing and computer vision', Advances in Mechanical Engineering, 11, http://dx.doi.org/10.1177/1687814019840468
    Journal articles | 2019
    Bhandari P; Bak J; Lee KS; Chon Y; Bhattachan A; Rimal P; Shrestha BR; Bhandari B; Moon JO; Wu N; Chu WS; Song CK; Lee CS; Mogasale V; Ahn SH, 2019, 'Assessment of socio‐demographic factors, mother and child health status, water, sanitation, and hygienic conditions existing in a hilly rural village of Nepal', International Journal of Environmental Research and Public Health, 16, http://dx.doi.org/10.3390/ijerph16203965
    Journal articles | 2018
    Kim DH; Kim TJY; Wang X; Kim M; Quan YJ; Oh JW; Min SH; Kim H; Bhandari B; Yang I; Ahn SH, 2018, 'Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry', International Journal of Precision Engineering and Manufacturing - Green Technology, 5, pp. 555 - 568, http://dx.doi.org/10.1007/s40684-018-0057-y
    Journal articles | 2018
    Lee GY; Kim M; Quan YJ; Kim MS; Kim TJY; Yoon HS; Min S; Kim DH; Mun JW; Oh JW; Choi IG; Kim CS; Chu WS; Yang J; Bhandari B; Lee CM; Ihn JB; Ahn SH, 2018, 'Machine health management in smart factory: A review', Journal of Mechanical Science and Technology, 32, pp. 987 - 1009, http://dx.doi.org/10.1007/s12206-018-0201-1
    Journal articles | 2018
    Lee MK; Bhandari B, 2018, 'The application of aerodynamic brake for high-speed trains', Journal of Mechanical Science and Technology, 32, pp. 5749 - 5754, http://dx.doi.org/10.1007/s12206-018-1122-8
    Journal articles | 2017
    Bhandari B; Lee KT; Chu WS; Lee CS; Song CK; Bhandari P; Ahn SH, 2017, 'Socio-economic impact of renewable energy-based power system in mountainous villages of Nepal', International Journal of Precision Engineering and Manufacturing - Green Technology, 4, pp. 37 - 44, http://dx.doi.org/10.1007/s40684-017-0005-2
    Journal articles | 2017
    Kim MS; Lee KT; Lee GY; Yoon HS; Park JI; Bilegt E; Lee JY; Song JH; Park GH; Ahn SH; Chu WS; Bhandari B; Bhandari P; Lee CS; Song C, 2017, 'Design and performance evaluation of Korean traditional heating system—Ondol: Case study of Nepal', Energy and Buildings, 138, pp. 406 - 414, http://dx.doi.org/10.1016/j.enbuild.2016.12.063
    Journal articles | 2016
    Bhandari B; Ahn SH; Ahn TB, 2016, 'Optimization of hybrid renewable energy power system for remote installations: Case studies for mountain and island', International Journal of Precision Engineering and Manufacturing, 17, pp. 815 - 822, http://dx.doi.org/10.1007/s12541-016-0100-2
    Journal articles | 2016
    Rodrigue H; Cho S; Han MW; Bhandari B; Shim JE; Ahn SH, 2016, 'Effect of twist morphing wing segment on aerodynamic performance of UAV', Journal of Mechanical Science and Technology, 30, pp. 229 - 236, http://dx.doi.org/10.1007/s12206-015-1226-3
    Journal articles | 2015
    Bhandari B; Lee KT; Lee GY; Cho YM; Ahn SH, 2015, 'Optimization of hybrid renewable energy power systems: A review', International Journal of Precision Engineering and Manufacturing - Green Technology, 2, pp. 99 - 112, http://dx.doi.org/10.1007/s40684-015-0013-z
    Journal articles | 2015
    Rodrigue H; Bhandari B; Wang W; Ahn SH, 2015, '3D soft lithography: A fabrication process for thermocurable polymers', Journal of Materials Processing Technology, 217, pp. 302 - 309, http://dx.doi.org/10.1016/j.jmatprotec.2014.11.005
    Journal articles | 2015
    Rodrigue H; Wang W; Bhandari B; Han MW; Ahn SH, 2015, 'SMA-based smart soft composite structure capable of multiple modes of actuation', Composites Part B: Engineering, 82, pp. 152 - 158, http://dx.doi.org/10.1016/j.compositesb.2015.08.020
    Journal articles | 2015
    Rodrigue H; Wei W; Bhandari B; Ahn SH, 2015, 'Fabrication of wrist-like SMA-based actuator by double smart soft composite casting', Smart Materials and Structures, 24, http://dx.doi.org/10.1088/0964-1726/24/12/125003
    Journal articles | 2014
    Bhandari B; Hong YS; Yoon HS; Moon JS; Pham MQ; Lee GB; Huang Y; Linke BS; Dornfeld DA; Ahn SH, 2014, 'Development of a micro-drilling burr-control chart for PCB drilling', Precision Engineering, 38, pp. 221 - 229, http://dx.doi.org/10.1016/j.precisioneng.2013.07.010
    Journal articles | 2014
    Bhandari B; Lee KT; Lee CS; Song CK; Maskey RK; Ahn SH, 2014, 'A novel off-grid hybrid power system comprised of solar photovoltaic, wind, and hydro energy sources', Applied Energy, 133, pp. 236 - 242, http://dx.doi.org/10.1016/j.apenergy.2014.07.033
    Journal articles | 2014
    Bhandari B; Poudel SR; Lee KT; Ahn SH, 2014, 'Mathematical modeling of hybrid renewable energy system: A review on small hydro-solar-wind power generation', International Journal of Precision Engineering and Manufacturing - Green Technology, 1, pp. 157 - 173, http://dx.doi.org/10.1007/s40684-014-0021-4
    Journal articles | 2014
    Rodrigue H; Wang W; Bhandari B; Han MW; Ahn SH, 2014, 'Cross-shaped twisting structure using SMA-based smart soft composite', International Journal of Precision Engineering and Manufacturing - Green Technology, 1, pp. 153 - 156, http://dx.doi.org/10.1007/s40684-014-0020-5
    Journal articles | 2012
    Bhandari B; Lee GY; Ahn SH, 2012, 'A review on IPMC material as actuators and sensors: Fabrications, characteristics and applications', International Journal of Precision Engineering and Manufacturing, 13, pp. 141 - 163, http://dx.doi.org/10.1007/s12541-012-0020-8
    Journal articles | 2011
    Yoon H-S; Wu R; Lee T-M; Ahn S-H, 2011, 'Geometric Optimization of Micro Drills using Taguchi Methods and Response Surface Methodology', INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 12, pp. 871 - 875, http://dx.doi.org/10.1007/s12541-011-0116-6
    Journal articles | 2005
    Cannell JK; Pokhrel R; Bhandari B, 2005, 'Testing and development of pico hydro turbines', International Journal on Hydropower and Dams, 12, pp. 80
  • Conference Papers | 2015
    Rodrigue H; Bhandari B; Han MW; Ahn SH, 2015, 'A shape memory alloy-based soft morphing actuator capable of pure twisting motion', in Journal of Intelligent Material Systems and Structures, pp. 1071 - 1078, http://dx.doi.org/10.1177/1045389X14536008
    Conference Papers | 2012
    Yoon HS; Bhandari B; Moon JS; Kim CS; Lee GB; Park KW; Song CK; Ahn SH, 2012, 'Energy analysis of micro-drilling process used to manufacture printed circuit boards', in Leveraging Technology for a Sustainable World - Proceedings of the 19th CIRP Conference on Life Cycle Engineering, pp. 305 - 309, http://dx.doi.org/10.1007/978-3-642-29069-5_52
    Conference Papers | 2011
    Bhandari B; Lee GY; Choi DS; Kim JH; Ahn SH, 2011, 'Development of CFRP precision gantry beams for 11th generation LCD panel manufacturing', in ICCM International Conferences on Composite Materials

2017-2020: Principal (chief) Investigator, National Research Foundation, Korea, (2017) under Global Education Support Project, “Development of Artificial Intelligence Based Smart Robots for Haptic Identification of Objects” US$150,000.

2022 : recipient of the "Young Researcher Award" for exceptional contribution to appropriate technology, specifically small hydropower, solar, and wind energy systems. From Academic Society for Appropriate Technology (ASAT)

2020 : recipient of the "Special Achievement Award" for the development of university and student-centered online course content from Woosong University, South Korea

2020 : recipient of the "Best Teaching Award" (Consolation award), for online teaching by President of Woosong University, Daejeon, South Korea

2019 : recipient of the "Excellent oral presentation Award" Detection of Softness and hardness of the Objects using computer vision and pressure sensor”, CMAME 2019, RMIT, Melbourne, Australia

2018 : recipient of the “IJPEM-GT Most Cited Article Award” for the paper titled “Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry” International Journal of Precision Engineering and Manufacturing-Green Technology, Vol 5, Issue 4. pp 555-568

2015 : recipient of the "Most Downloaded Article Award, 2014 to 2015 - Optimization of Hybrid Renewable Energy Power Systems: A Review," International Journal of Precision Engineering and Manufacturing-Green Technology, Vol. 2, No. 1, pp. 99-112

2012 : recipient of the "IJPEM Most Downloaded Article Award 2012, for the manuscript titled "A review on IPMC material and actuators and sensors: fabrication, characterization and applications", International Journal of Precision Engineering and Manufacturing.

2011 : recipient of the “Best Paper Award”, for the presentation titled “Development of micro-drilling burr control chart based on Taguchi methods for PCB drilling" Asian Symposium for Precision Engineering and Nanotechnology (ASPEN) 2011, The Hong Kong Polytechnic University

2010 : recipient of the "Grand Prize," Design & Fabrication of High Stiffness 8th Generation LCD Manufacturing Ultra Precision Stage System, International Research Poster Competition, Seoul National University.

I have been working on multi-disciplinary engineering research projects, some as a principal investigator. Dr Bhandari has spent over a decade on innovation, research & development, and higher education and has contributed to Artificial Intelligence, advanced manufacturing, advanced composites, renewable energy, robotics, railroad engineering, and design & analysis of mechanical systems. Dr Bhandari is a member of various professional organizations, including Engineers Australia, the Korean Society for Precision Engineering, and the Korean Society of Railways.