Expert in natural fiber reinforced polymer composites with Ph.D. in Mechanical Engineering, at Savitribai Phule Pune University, Pune, India. My doctoral research was in bio-composite material, including preparing specimens and testing them according to the ASTM standards. This has given me a rich experience and proficiency in the manufacturing and characterization of bio-composites. The application of these bio-composite materials in automotive interiors has the advantage of saving fuel or increasing the range of EVs.
Currently, I am working as Assistant Professor at Cummins College of Engineering for Women, Pune, India, and looking forward to collaborating and working on innovative projects in polymer composites. Keen is interested in developing sustainable composite materials based on natural resources such as natural fibers, biochar, agricultural waste, and biopolymer.
EDUCATION
Degree Institute/University Year
Ph. D. (Mechanical Engineering) Savitribai Phule Pune University, Pune 2019
M. Tech. (Mechanical Engineering) Mumbai University, Mumbai 2009
B.E. (Mechanical Engineering) Dr. Babasaheb Ambedkar Marathwada University, Aurangabad 2006
RESEARCH, TEACHING, or OTHER INTERESTS
Mechanical Engineering, Mechanics of Materials, Polymers and Plastics, Ceramics and Composites
FUTURE PROJECTS
Biochar-filled fully degradable composites
Applications Invited
Additive manufacturing, 3D printing of PMC
Applications Invited
Degradation of composites on exposure to different environments
Building and Applying Internet of Robotics Things (IoRT) Systems: Technology, Applications, and Beyond Shashank Japatti, Tanush Shah, Prashant Anerao, Yashwant Munde, Namrata Wasatkar Smart Iot for Sustainable Development, 2025 The Internet of Robotic Things (IoRT) represents an innovative combination of robotics, the Internet of Things (IoT), and artificial intelligence (AI), enabling intelligent and autonomous systems to collaborate and communicate internally. By the use of advanced sensor networks, communication protocols, and clever data analytics methods, IoRT systems enable real-time decision-making, adaptive control, and optimized performance across diverse sectors. This chapter delves into the core technologies, architecture, and design principles that are used by IoRT systems, including data management, and security measures. Greater emphasis is placed on real-world applications such as smart manufacturing, healthcare robotics, agricultural automation, logistics, and smart infrastructure, supported by case studies that signify the true impact of IoRT. Key challenges, including cybersecurity threats, ethical concerns, and the need for interoperability, have been explored in this chapter. This chapter also discusses strategies to overcome these barriers. Furthermore, the chapter examines future trends in IoRT, foreseeing advancements in connectivity, machine intelligence, and scalable system designs that provide enhanced efficiency and cost-effectiveness. Through a comprehensive overview of IoRT technologies, applications, and challenges, this work provides a roadmap for researchers, engineers, and practitioners aiming to harness the potential of IoRT to revolutionize industries and showcase the vast landscape of human–machine collaboration.
A Comparative Study of Machine Learning Techniques for Predicting Mechanical Properties of Fused Deposition Modelling (FDM)-Based 3D-Printed Wood/PLA Biocomposite Prashant Anerao, Atul Kulkarni, Yashwant Munde, Namrate Kharate Mechanics of Advanced Composite Structures, 2025 Wood/PLA biocomposite filament is a 3D printing material that blends Polylactic Acid (PLA), a biopolymer, with wood powder acting as reinforcement. This combination results in a sustainable 3D printing filament that has grown in popularity in recent years due to its eco-friendliness and the natural appearance of 3D-printed parts. To assess the suitability of wood/PLA biocomposite for various additive manufacturing applications, it is essential to determine its mechanical properties. This study employs fused deposition modeling (FDM) as the additive manufacturing process and focuses on assessing the mechanical properties (tensile, flexural, and impact) of 3D-printed biocomposite. The Taguchi L27 design of the experiments is utilized, and the key process parameters under consideration are infill pattern, layer thickness, raster angle, nozzle temperature, and infill density. A layer thickness of 0.3 mm and an infill density of 100% yielded the highest tensile strength of 42.46 MPa, flexural strength of 83.43 MPa, and impact strength of 44.76 J/m. The dataset has been carefully prepared to facilitate machine learning for both training and testing, and it contains the experimental results and associated process parameters. Four distinct machine learning algorithms have been selected for predictive modeling: Linear Regression, Support Vector Machine (SVM), eXtreme Gradient Boosting (XGBoost), and Adaptive Boosting (AdaBoost). Given the intricate nature of the dataset and the presence of nonlinear relationships between parameters, XGBoost and AdaBoost exhibited exceptional performance. Notably, the XGBoost model delivered the most accurate predictions. The results were assessed using the coefficient of determination (R2), and the achieved values for all observed mechanical properties were found to be greater than 0.99. The results signify the remarkable predictive capabilities of the machine learning model. This study provides valuable insights into using machine learning to predict the mechanical properties of 3D-printed wood/PLA composites, supporting progress in sustainable materials engineering and additive manufacturing.
Mechanical Characterization of 3D-Printed Banana Fibers Reinforced PLA Biocomposite Amol Kolhe, Sachin Karale, Prashant Anerao, Yashwant Munde Ssrg International Journal of Mechanical Engineering, 2024 3D printing uses computer-aided design and layering to create three-dimensional objects. Many researchers are exploring different materials for 3D printing. One of the avenues is reinforcing natural fibers with polymer material due to their biodegradability and better mechanical properties. The primary goal of this study is to explore the use of banana fibers with polylactic acid (PLA) for 3D printing using Fused Deposition Modeling (FDM). This paper investigates the effect of natural fibers reinforcement on mechanical characteristics, additionally, the influence of FDM process variables such as nozzle size, infill patterns, layer thickness, and nozzle temperature on mechanical properties are also studied. To determine the significance of these process factors, Variance Analysis (ANOVA) was used, and Taguchi L16 was employed to design the experiments. In this investigation, to perform the mechanical tensile test and flexural test, specimens were printed from banana fibers/PLA biocomposite according to ASTM standards. Items printed with 0.8 mm nozzle size, cubic infill pattern, 0.3 mm thickness of layer, 200°C, showed maximum values for flexural strength, tensile strength, tensile modulus, and flexural strength. Among the 3D-manufactured composite test specimens, 3% banana fibers composition showed a maximum modulus of 985 MPa, a flexural strength maximum of 151 MPa, a maximum of 32 MPa tensile strength, and a maximum of 2452 MPa flexural modulus. The fracture surface's SEM micrograph showed interfacial bonding and fiber pull-out.
Mechanical and aging performance of natural fiber-reinforced mycelium composites for sustainable packaging PC Kattimani, A Biradar, Y Munde, RS Mahale, RS Rai, A Hegde Scientific Reports , 2026 2026
Challenges, opportunities, and frameworks for human-centric design and manufacturing in Industry 5.0 P Anerao, N Kharate, YS Munde, P Chavhan Transforming Industries, Empowering Societies, 165-172 , 2026 2026
Artificial Intelligence and Machine Learning Based Predictive Modelling of Beam and 3D Bolt Through FEA NM Deshmukh, YS Munde, SS Wadagaonkar, AS Shinde, PR Anerao International Conference on Mechanical Engineering: Researches and … , 2025 2025
Dynamic and Damping Characteristics of Jute–Glass Hybrid Polymer Composites Reinforced with Metallic Wire Mesh A Salve, A Mache, Y Munde, S Jain Journal of Vibration Engineering & Technologies 13 (7), 522 , 2025 2025 Citations: 1
Building and Applying Internet of Robotics Things (IoRT) Systems: Technology, Applications, and Beyond S Japatti, T Shah, P Anerao, Y Munde, N Wasatkar Smart IoT for Sustainable Development, 338 Pages , 2025 2025
A comparative study of machine learning techniques for predicting mechanical properties of fused deposition modelling (FDM)-based 3D-printed wood/PLA biocomposite P Anerao, A Kulkarni, Y Munde, N Kharate Mechanics of Advanced Composite Structures 12 (Special Issue 2: Mechanics of … , 2025 2025 Citations: 12
Sensitivity and Principal Component Analysis-Driven Bayesian Optimization of Process Parameters for Enhancement of Mechanical Strengths in 3D-Printed Biocomposites P Anerao, A Kulkarni, Y Munde, NN Wasatkar, AP Kulkarni Cureus Journals 2 (1) , 2025 2025
A Machine Learning Approach to Compressive Strength Prediction of 3D-Printed Biocha-Reinforced PLA Biocomposite P Anerao, A Kulkarni, Y Munde, N Kharate, O Wagh 2024 IEEE Pune Section International Conference (PuneCon), 1-5 , 2025 2025 Citations: 3
Investigation on Mechanical and Tribological Performance of Biodegradable Polylactic Acid (PLA)-Hemp Composite A Shinde, Y Munde, I Siva, CP Selvan, S Deore, A Bhosale International Conference on Innovation, Sustainability, and Applied Sciences … , 2025 2025
Statistical Analysis of the Mechanical Properties of FDM 3D-Printed PLA-Based Composites Y Munde, A Shinde, P Anerao, I Siva, A Bhosale International Conference on Innovation, Sustainability, and Applied Sciences … , 2025 2025 Citations: 2
Characterization of carbon nanotube nanocomposite for aerospace materials to shield electromagnetic interference A Shinde, S Irulappasamy, YS Munde, R Gujjala Aerospace Materials, 435-449 , 2025 2025
Effect of Epoxidized Soyabean Oil on Mechanical and Structural Properties of Sepiolite-Filled Polypropylene/Polyolefin Elastomer Composites MB Kulkarni, R Kumbhakarna, DS Bhutada, B Hazare, S Thorat, ... Smart Innovations and Technological Advancements in Civil and Mechanical … , 2024 2024
Mechanical Characterization of 3D-Printed Banana Fibers Reinforced PLA Biocomposite A Kolhe, S Karale, P Anerao, Y Munde SSRG International Journal of Mechanical Engineering 11 (10), 74-84 , 2024 2024 Citations: 2
Mechanical Characterization of Banana Fibers/PLA Biocomposite Samples Produced by Fused Deposition Modeling Based 3D Printing Using Taguchi Method A Kolhe, S Karale, P Anerao, Y Munde SSRG International Journal of Mechanical Engineering 11 (8), 84-94 , 2024 2024 Citations: 5
A review on exploration of the mechanical characteristics of 3D-printed biocomposites fabricated by fused deposition modelling (FDM) P Anerao, A Kulkarni, Y Munde Rapid Prototyping Journal 30 (3), 430-440 , 2024 2024 Citations: 35
Identifying the Influence of Stacking Sequence on Mechanical and Vibration Properties of Bamboo/Glass‐Epoxy Composites Y Munde, A Panigrahi, G Chandekar, A Shinde, I Siva Macromolecular Symposia 412 (1), 2200170 , 2023 2023
Sliding wear behavior of pineapple leaf/glass fiber reinforced polyester composites B Takle, Y Munde, A Shinde, V Deore, S Irulappasamy Macromolecular Symposia 412 (1), 2200161 , 2023 2023 Citations: 1
Effect on Vibration Characteristics of Fiber Metal Laminates Reinforced with Jute/glass Fibers A Pidge, A Salve, A Mache, A Kulkarni, Y Munde Biennial International Conference on Future Learning Aspects of Mechanical … , 2023 2023 Citations: 3
Biochar reinforced PLA composite for fused deposition modelling (FDM): a parametric study on mechanical performance P Anerao, A Kulkarni, Y Munde, A Shinde, O Das Composites Part C: Open Access 12, 100406 , 2023 2023 Citations: 60
Appraising the dielectric properties and the effectiveness of electromagnetic shielding of graphene reinforced silicone rubber nanocomposite A Shinde, I Siva, Y Munde, I Sankar, MTH Sultan, FS Shahar, M Gaff, ... Nanotechnology Reviews 12 (1), 20220558 , 2023 2023 Citations: 13
MOST CITED SCHOLAR PUBLICATIONS
Biochar reinforced PLA composite for fused deposition modelling (FDM): a parametric study on mechanical performance P Anerao, A Kulkarni, Y Munde, A Shinde, O Das Composites Part C: Open Access 12, 100406 , 2023 2023 Citations: 60
Investigation to appraise the vibration and damping characteristics of coir fibre reinforced polypropylene composites YS Munde, RB Ingle, I Siva Advances in Materials and Processing Technologies 4 (4), 639-650 , 2018 2018 Citations: 55
Dynamic-mechanical properties as a function of luffa fibre content and adhesion in a polyester composite G Kalusuraman, I Siva, Y Munde, CP Selvan, SA Kumar, SC Amico Polymer Testing 87, 106538 , 2020 2020 Citations: 51
Review on synthetic/natural fibers polymer composite filled with nanoclay and their mechanical performance E Dias, H Chalse, S Mutha, Y Mundhe, N Ambhore, A Kulkarni, A Mache Materials Today: Proceedings 77, 916-925 , 2023 2023 Citations: 47
Vibration damping and acoustic characteristics of sisal fibre–reinforced polypropylene composite YS Munde, RB Ingle, I Siva Noise and Vibration Worldwide , 2018 2018 Citations: 46
Wear and friction analysis of brake pad material using natural hemp fibers M Naidu, A Bhosale, Y Munde, S Salunkhe, HMA Hussein Polymers 15 (1), 188 , 2022 2022 Citations: 42
A comprehensive review on drop weight impact characteristics of bast natural fiber reinforced polymer composites H Pingulkar, A Mache, Y Munde, I Siva Materials Today: Proceedings 44, 3872-3880 , 2021 2021 Citations: 41
Theoretical modeling and experimental verification of mechanical properties of natural fiber reinforced thermoplastics YS Munde, RB Ingle Procedia technology 19, 320-326 , 2015 2015 Citations: 41
A review on exploration of the mechanical characteristics of 3D-printed biocomposites fabricated by fused deposition modelling (FDM) P Anerao, A Kulkarni, Y Munde Rapid Prototyping Journal 30 (3), 430-440 , 2024 2024 Citations: 35
Synergy of interlaminar glass fiber hybridization on mechanical and dynamic characteristics of jute and flax fabric reinforced epoxy composites H Pingulkar, A Mache, Y Munde, I Siva Journal of Natural Fibers 19 (11), 4310-4325 , 2022 2022 Citations: 35
Effect of sisal fiber loading on mechanical, morphological and thermal properties of extruded polypropylene composites YS Munde, RB Ingle, I Siva Materials Research Express 6 (8), 085307 , 2019 2019 Citations: 32
A comprehensive review on the vibration and damping characteristics of vegetable fiber-reinforced composites YS Munde, RB Ingle, I Siva Journal of Reinforced Plastics and Composites 38 (17), 822-832 , 2019 2019 Citations: 31
The impacts of graphene dosage on the friction and wear performance of a graphene-reinforced silicone rubber nano composite A Shinde, I Siva, Y Munde, I Sankar, MTH Sultan, F Mustapha, FS Shahar, ... Journal of Materials Research and Technology 21, 1570-1580 , 2022 2022 Citations: 27
Numerical modelling of drilling of fiber reinforced polymer matrix composite: a review AS Shinde, I Siva, Y Munde, MTH Sultan, LS Hua, FS Shahar Journal of Materials Research and Technology 20, 3561-3578 , 2022 2022 Citations: 26
Representative volume element based micromechanical modelling of rod shaped glass filled epoxy composites A Sharma, Y Munde, V Kushvaha SN Applied Sciences 3 (2), 232 , 2021 2021 Citations: 25
Evaluation of mechanical properties of bamboo epoxy bio-composite filled with Montmorillonite Nanoclay M Kirve, Y Munde, A Shinde, I Siva Materials Today: Proceedings 62, 806-810 , 2022 2022 Citations: 20
Dry sliding wear characteristics of carbon filled polytetrafluoroethylene (PTFE) composite against Aluminium 6061 alloy A Sonawane, A Deshpande, S Chinchanikar, Y Munde Materials Today: Proceedings 44, 3888-3893 , 2021 2021 Citations: 20
Studies on effective utilization of Citrus Maxima fibers based PVC composites JJ Joglekar, YS Munde, AL Jadhav, DS Bhutada, S Radhakrishnan, ... Materials Today: Proceedings 42, 578-583 , 2021 2021 Citations: 17
Appraising the acoustic performance and related factors of natural fiber: A review S Prabhune, Y Munde, A Shinde, I Siva Journal of Natural Fibers 19 (16), 13475-13494 , 2022 2022 Citations: 15
Mechanical and morphological properties of Citrus Maxima waste powder filled Low-Density polyethylene composites JJ Joglekar, YS Munde, AL Jadhav, DS Bhutada, S Radhakrishnan, ... Materials Today: Proceedings 47, 5640-5645 , 2021 2021 Citations: 15
GRANT DETAILS
• Coordinator of developing a Composite Material Laboratory at Cummins COEW and received AICTE MODROB grant of Rs. 13.24 lakhs in AY 2019-21.
• Received and utilized the grant of Rs. 2.3 lakhs as Co-PI for BCUD, Savitribai Phule Pune University research project for AY 2013-15. The title of the project is “Experimental Investigation of biocomposite reinforced with natural fibers”.