2012 Certified Energy Auditor & Manager, Bureau of Energy Efficiency (BEE)
2004-2010 PhD (IIT Bombay), Mechanical Engineering
1999-2000 M.E. (Mechanical-Design Engineering), Walchand College of Engineering, Sangli
1994-1998 B.E. (Mechanical), Dr. JJMCOE, Jaysingpur, Shivaji University, Kolhapur
RESEARCH INTERESTS
MEMS, Mechatronics, Energy Analysis, Design Engineering
60
Scopus Publications
1269
Scholar Citations
20
Scholar h-index
38
Scholar i10-index
Scopus Publications
Inventory Forecasting and Decision Support for Supply Chain Efficiency with AI Priya Dongare Jadhav, Suhas Deshmukh 6th Biennial International Conference on Nascent Technologies in Engineering Icnte 2026, 2026 Inventory optimization and building resilience in the supply chain is dependent on accurate demand forecasting. In this case, weekly product-level sales are predicted with the help of machine learning and predictive analytics. The current work has tested the forecasting models of the retail product sales on 800 data points using the random Forest, Gradient Boosting and Long Short-Term memory (LSTM) models. In order to handle nonlinear and seasonal demand trends, the suggested design utilizes sophisticated feature engineering designs, such as lagbased auto regressive variables, moving averages, and Fourier transformations. Gradient Boosting and LSTM models were worse than random Forest as far as experimental evaluation is concerned, showing the lowest prediction accuracy. These findings indicate that forecasting models of ensemble can accurately forecast the dynamic sales trends in order to respond proactively to the inventory management and make decisions. This framework provides scalable AI-based forecasts on the contemporary supply chain.
Integrating AI and Circular Economy Principles for Sustainable Electric Vehicle Battery Management Priya Dongare-Jadhav, Suhas Deshmukh Proceedings of International Conference on Modern Sustainable Systems Cmss 2025, 2025 Electric vehicles (EVs) are increasingly being adopted as a green alternative to decarbonise the transport sector. Central to this revolution is the ongoing innovation in battery technologies, specifically the advanced electrode materials. This review discusses recent progress in cathode and anode materials such as high-nickel layered oxides (e.g., NMC 811), cobalt-free chemistries such as lithium iron phosphate (LFP), and high-capacity anodes such as silicon and lithium metal. The functions of composite and solid-state electrolytes are also investigated with respect to their assistance in increasing safety, energy density, and heat stability. Besides material advancements, the manuscript highlights novel manufacturing methods, including dry electrode formation and additive manufacturing, that enhance performance, scalability, and sustainability. Some of the primary challenges, like interface instability, dendrite growth, and low recyclability, are addressed along with the existing strategies to overcome these. Through the presentation of these advancements, the paper offers an innovative perspective on the future of EV battery design, highlighting the requirement for collaborative strategies combining material science, interface engineering, and scale-up manufacturing to deliver next-generation, high-performance energy storage systems.
Development of contactless mechanical torque power measurement system Amruta Adwant, Suhas Deshmukh, Vijay Kumar Singh Aip Conference Proceedings, 2024 Torsional vibration has a significant role in mechanical shaft transmission. One of the crucial factors affecting the mechanical shaft's operational status is torque. Numerous academics have recently researched the contactless torque measurement technology for mechanical transmission shafts. For high accuracy and high dependability, contactless torque measurement techniques have been continuously enhanced.
Performance improvement of DC servo motor using sliding mode controller Mahendra K. Dawane, G. M. Malwatkar, Suhas P. Deshmukh Journal of Autonomous Intelligence, 2024 <p>Sliding mode control has emerged as a valuable technique for enhancing dynamic response in various fields, including load frequency regulation and remote vehicle applications. While the widely adopted PID controller has proven effective for optimizing control tasks in industries, sliding mode control offers distinct advantages. By controlling the slope of the dynamical trends of state variable behavior, it enables rapid dynamic response with minimal or no overshoot, as well as negligible steady-state error. The robustness of sliding mode control, which makes it highly resilient to changes in plant parameters and outside disturbances, is one of its main advantages. A digital computer simulation was run using Simulink in the MATLAB software, concentrating on a position control system using an armature voltage-controlled D.C. servo motor to assess how well it performed. To learn more about the operation of sliding mode control, several control laws were used and state trajectories were examined. When compared to the conventional tuned PID control, the findings and discussion conclusively show sliding mode control to be more successful. The sliding mode technique has exceptional effectiveness, including enhanced dynamic response, less overshoot, and almost no steady-state error. Furthermore, its robust nature ensures consistent operation even in the face of parameter fluctuations and external disturbances. This study underscores the immense potential of sliding mode control as a powerful alternative to conventional control methods. Its ability to enhance system performance, coupled with its inherent robustness, makes it a compelling choice for various industrial applications where precise control and resilient operation are crucial.</p>
Development of portable dynamic torque power measurement system Amruta V. Adwant, Manpreet Singh, Suhas Deshmukh, Vijay Kumar Singh International Journal of Advanced Mechatronic Systems, 2024 This study presents a novel strategy to meet the growing need for accurate torque measurements in a variety of sectors, including equipment, automobile, and aerospace. The focus of the development is on a portable dynamic torque power measuring system that makes use of state-of-the-art data collecting tools and sensors. The system is noteworthy for its ability to analyse and monitor torque and power data in real-time, especially during dynamic activities. By improving their accuracy and dependability, our suggested techniques could broaden the range of applications for portable torque and power measuring devices. The system's user-friendly interface and mobility make it ideal for laboratory and field usage, simplifying the collecting and processing of real-world data. This work makes an analytical contribution by measuring the possible improvements in accuracy, efficiency, and flexibility in addition to offering a technical solution.
Fabrication of medium scale 3D components using a stereolithography system for rapid prototyping Baban K. Suryatal, Sunil S. Sarawade, Suhas P. Deshmukh Journal of King Saud University Engineering Sciences, 2023 A cost-effective stereolithography for medium-scale components is developed to fabricate 3D components with high build speed and resolution from photo-curable resin. The developed SLA utilizes a focused light beam of wavelength range (300 nm – 700 nm) coming from the DLP projector, passes through the objective lens, and finally is imposed on the platform containing a photo-curable resin layer. After focusing the light beam on the liquid resin layer, the photo-polymerization reaction occurs, and the liquid resin becomes solid. Thus, the 3D object is fabricated layer by layer, curing of liquid resin. The photopolymer used in this experiment is polyethylene glycol di-acrylate, and Irgacure 784 as photo-initiator. The Creo 3.0 software is used for the modeling of 3D objects. A special MATLAB code is developed for slicing of the 3D model and displaying the sliced image one by one through the DLP projector. The Arduino microcontroller with a stepper motor and ball screw is used to control the motion of the Z-stage platform. The Creation workshop software is also used to control the motion of the Z-stage and period to display the sliced images through the DLP projector. The medium-scale 3D objects with rectangular, square, and circular cross-sections are obtained by curing the aforementioned photo-curable resin. It is observed that the 3D objects are best cured for two seconds curing time with 0.1 mm curing depth along Z-axis.
Advancements in Control Systems: Sliding Motion Control, Integrating PID Control, and Machine Learning for Precision and Robustness Mahendra K. Dawane, G.M. Malwatkar, Suhas P. Deshmukh, Devendra Chouhan 3rd IEEE International Conference on ICT in Business Industry and Government Ictbig 2023, 2023 To improve the precision and robustness of control systems, this paper investigates the integration of three different control methodologies: Proportional-Integral-Derivative (PID) control, sliding motion control, and machine learning. The introduction starts by outlining the historical progression of control systems and highlighting their growing significance in contemporary technology. These integrated control strategies are at the centre of the research. The effectiveness of PID control as a solid foundation is first demonstrated through real-world applications and success stories, which provide insights into its principles, advantages, and disadvantages. The next step is to introduce sliding motion control to improve the adaptability of control systems, particularly in handling complex dynamics and uncertainties. It is presented as an addition to PID control, and real-world examples show how adaptable and responsive it is. The importance of machine learning's ability to learn from data and adapt to changing environments is emphasised as the role of machine learning in control systems is thoroughly examined. It is viewed as a tool for performance improvement and optimisation, supported by real-world examples that show the sophistication of control systems. The integration of these three methodologies, emphasising the theoretical underpinnings and methodologies of this approach, forms the core of the research. Through case studies spanning numerous industries, such as industrial automation, robotics, aerospace, and autonomous vehicles, it elaborates on the advantages of such integration, particularly in terms of achieving precision and robustness.
Design and modeling of compliant xy micro-motion stage Santosh B. Jadhav, Kishor K. Dhande, Suhas P. Deshmukh Techno Societal 2018 Proceedings of the 2nd International Conference on Advanced Technologies for Societal Applications, 2020
Improving program outcome attainments using project based learning approach for: Ug course-mechatronics Journal of Engineering Education Transformations, 2019
Novel machine health monitoring system Mahesh S. Shewale, Sharad S. Mulik, Suhas P. Deshmukh, Abhishek D. Patange, Hrishikesh B. Zambare, Advait P. Sundare Advances in Intelligent Systems and Computing, 2019
Design and development of XYZ scanner for 3D printing Suhas P. Deshmukh, Mahesh S. Shewale, Vishal Suryawanshi, Akhil Manwani, Vishal Kumar Singh, Rushabh Vhora, Mihir Velapure 2017 International Conference on Nascent Technologies in Engineering Icnte 2017 Proceedings, 2017
Design and analysis of vibration energy extraction system Arpn Journal of Engineering and Applied Sciences, 2017
Resonance analysis of valved linear compressor for refrigeration application Arpn Journal of Engineering and Applied Sciences, 2016
Design, development and precision scanning of single dof flexural mechanism using double flexural manipulator Arpn Journal of Engineering and Applied Sciences, 2016
Inventory Forecasting and Decision Support for Supply Chain Efficiency with AI PD Jadhav, S Deshmukh 2026 6th Biennial International Conference on Nascent Technologies in … , 2026 2026
Integrating AI and Circular Economy Principles for Sustainable Electric Vehicle Battery Management P Dongare-Jadhav, S Deshmukh 2025 International Conference on Modern Sustainable Systems (CMSS), 871-879 , 2025 2025 Citations: 1
Design, Development and Analysis of Additively Manufactured and Assembled XY Compliant Precision Z Khan, S Deshmukh, K Bhole, K Mate Processing and Fabrication of Advanced Materials, Volume 3: Proceedings of … , 2024 2024
Characterization of TiO2/Fe3O4 Reinforced Magnetorheological Fluid BM Mariyappalavar, SP Deshmukh, AH Karle Recent Advances in Mechanical Engineering, Volume 1: Select Proceedings of … , 2024 2024
Development of contactless mechanical torque power measurement system A Adwant, S Deshmukh, VK Singh AIP Conference Proceedings 3013 (1), 020003 , 2024 2024
Development of portable dynamic torque power measurement system AV Adwant, M Singh, S Deshmukh, VK Singh International Journal of Advanced Mechatronic Systems 11 (2), 95-101 , 2024 2024 Citations: 1
Advancements in Control Systems: Sliding Motion Control, Integrating PID Control, and Machine Learning for Precision and Robustness MK Dawane, GM Malwatkar, SP Deshmukh, D Chouhan 2023 IEEE International Conference on ICT in Business Industry & Government … , 2023 2023 Citations: 2
Performance improvement of DC servo motor using sliding mode controller MK Dawane, GM Malwatkar, SP Deshmukh Journal of Autonomous Intelligence 7 (3) , 2023 2023 Citations: 9
Modeling and simulation through multi-criteria approach for customized conveyor-type industrial oven handling wide variety of metal structures D Bhole, SP Deshmukh, S Kolhe Innovation and Emerging Technologies 10, 2340008 , 2023 2023 Citations: 1
Design, Development and Analysis of Additively Manufactured and Assembled XY Compliant Precision Scanning System Z Khan, S Deshmukh, K Bhole, K Mate International Conference on Processing and Fabrication of Advanced Materials … , 2023 2023
Characterization of TiO 2 /Fe 3 O 4 Reinforced Magnetorheological Fluid Blend BM Mariyappalavar, SP Deshmukh, AH Karle International Conference on Mechanical Engineering: Researches and … , 2023 2023
Process parameter’s characterization and optimization of DLP-based stereolithography system BK Suryatal, SS Sarawade, SP Deshmukh Progress in Additive Manufacturing 8 (3), 649-666 , 2023 2023 Citations: 8
Development Of An Optical Torque Sensor And Examining Torque-Vibration Correspondence. AV Adwant, M Singh, S Deshmukh, VK Singh Journal of Namibian Studies 33 , 2023 2023
A generic digital twin application framework for emerging trends in industrial process heaters SS Chaudhari, KS Bhole, S Rane, S Deshmukh Procedia CIRP 119, 1128-1133 , 2023 2023 Citations: 4
Fabrication of medium scale 3D components using a stereolithography system for rapid prototyping BK Suryatal, SS Sarawade, SP Deshmukh Journal of King Saud University-Engineering Sciences 35 (1), 40-52 , 2023 2023 Citations: 30
Examining the impact of magnetic field on fuel economy and emission reduction in IC engines P Tipole, A Karthikeyan, V Bhojwani, S Deshmukh, H Babar, B Tipole International Journal of Ambient Energy 43 (1), 678-684 , 2022 2022 Citations: 12
Challenges in implementation of a moving coil linear compressor in a household refrigerator A Jomde, V Bhojwani, S Deshmukh International Journal of Ambient Energy 43 (1), 557-560 , 2022 2022 Citations: 1
Design and Development of a Metal Jet Print-Head GN Mhetre, VS Jadhav, SP Deshmukh Techno-Societal 2016, International Conference on Advanced Technologies for … , 2022 2022
Development of data fusion framework for data-driven digital twin in the milling process AD Khandare, VS Jadhav, SP Deshmukh, KK Rane Techno-Societal 2016, International Conference on Advanced Technologies for … , 2022 2022 Citations: 1
Design and evaluation of compliant modular XY positioning stage SB Jadhav, KK Dhande, SP Deshmukh Australian Journal of Mechanical Engineering 20 (5), 1489-1500 , 2022 2022 Citations: 5
MOST CITED SCHOLAR PUBLICATIONS
Modeling, analysis and PID controller implementation on double wishbone suspension using SimMechanics and Simulink A Tandel, AR Deshpande, SP Deshmukh, KR Jagtap Procedia Engineering 97, 1274-1281 , 2014 2014 Citations: 79
An overview: Applications of thermal energy storage using phase change materials S Ali, SP Deshmukh Materials today: proceedings 26, 1231-1237 , 2020 2020 Citations: 73
Experimental investigation of magnetic fuel conditioner (MFC) in IC engine S Jain, S Deshmukh IOSR journal of Engineering 2 (7), 27-31 , 2012 2012 Citations: 65
" On-axis" linear focused spot scanning microstereolithography system: optomechatronic Design, analysis and development P Gandhi, S Deshmukh, R Ramtekkar, K Bhole, A Baraki Journal of Advanced Manufacturing Systems 12 (01), 43-68 , 2013 2013 Citations: 55
Optomechanical scanning systems for microstereolithography (MSL): Analysis and experimental verification S Deshmukh, PS Gandhi Journal of Materials Processing Technology 209 (3), 1275-1285 , 2009 2009 Citations: 54
Machining of composite materials through advance machining process SP Deshmukh, R Shrivastava, CM Thakar Materials Today: Proceedings 52, 1078-1081 , 2022 2022 Citations: 47
Design and development aspects of flexure mechanism for high precision application SB Sollapur, MS Patil, SP Deshmukh AIP conference proceedings 1943 (1), 020023 , 2018 2018 Citations: 45
A review on additive manufacturing technology GN Mhetre, VS Jadhav, SP Deshmukh, CM Thakar Electrochemical Society Transactions 107 (1), 15355-15374 , 2022 2022 Citations: 38
A 2D optomechanical focused laser spot scanner: analysis and experimental results for microstereolithography PS Gandhi, S Deshmukh Journal of Micromechanics and Microengineering 20 (1), 015035 , 2010 2010 Citations: 37
Position estimator algorithm implementation on precision applications S Sollapur, MS Patil, SP Deshmukh Materials today: proceedings 24, 333-342 , 2020 2020 Citations: 36
Improving program outcome attainments using project based learning approach for: UG course-mechatronics AD Patange, AK Bewoor, SP Deshmukh, SS Mulik, SS Pardeshi, ... Journal of Engineering Education Transformations, 1-8 , 2019 2019 Citations: 36
Experimental investigation of high precision XY mechanism SB Sollapur, MS Patil, SP Deshmukh International Journal of Mechanical Engineering and Technology 9 (5), 43-50 , 2018 2018 Citations: 36
Novel machine health monitoring system MS Shewale, SS Mulik, SP Deshmukh, AD Patange, HB Zambare, ... Proceedings of the 2nd International Conference on Data Engineering and … , 2018 2018 Citations: 33
XY scanning mechanism: a dynamic approach BS Shrishail, PD Suhas International Journal of Mechanical Engineering and Robotics Research 3 (4), 140 , 2014 2014 Citations: 31
Fabrication of medium scale 3D components using a stereolithography system for rapid prototyping BK Suryatal, SS Sarawade, SP Deshmukh Journal of King Saud University-Engineering Sciences 35 (1), 40-52 , 2023 2023 Citations: 30
Effect of magnetic field strength on hydrocarbon fuel viscosity and engine performance AR Attar, P Tipole, V Bhojwani, S Deshmukh International Journal of Mechanical Engineering and Computer Applications 1 … , 2013 2013 Citations: 30
A review of energy harvesting from piezoelectric materials SM Taware, SP Deshmukh IOSR J. Mech. Civ. Eng.(IOSR-JMCE) 2320, 43-50 , 2013 2013 Citations: 28
Evaluation of stiffness and parametric modelling of XY flexure mechanism for precision applications SB Sollpaur, MS Patil, SP Deshmukh Journal of Modeling and Simulation of Materials 1 (1), 8-15 , 2018 2018 Citations: 22
Comparative analysis of vehicle suspension system in Matlab-SIMULINK and MSc-ADAMS with the help of Quarter Car Model SJ Chikhale, SP Deshmukh International Journal of Innovative Research in Science, Engineering and … , 2013 2013 Citations: 22
Failure modes effects and criticality analysis of the linear compressor A Jomde, V Bhojwani, S Kedia, N Jangale, K Kolas, P Khedkar, ... Materials Today: Proceedings 4 (9), 10184-10188 , 2017 2017 Citations: 20