MBA in Queen's University Belfast United Kingdom
M Tech in Manufacturing Engineering and Technology at Manipal Institute of Technology India
B E in Mechanical Engineering at The National Institute of Engineering
RESEARCH, TEACHING, or OTHER INTERESTS
Multidisciplinary, Mechanical Engineering, Materials Science, Agricultural and Biological Sciences
14
Scopus Publications
294
Scholar Citations
8
Scholar h-index
8
Scholar i10-index
Scopus Publications
Need for Artificial Neural Networks in today’s world N.M. Siddesh Kumar, B.M. Promod Kumar, Bheem Kumar Haloor, Pranadhi Haran, K.S. Manoj Gowda, S.S. Hemashree Recent Trends in Computational Sciences Proceedings of the 4th Annual International Conference on Data Science Machine Learning and Blockchain Technology Aicdmb 2023, 2024 Artificial Neural Networks (ANNs) are widely used in various fields due to their versatile applications. They are capable of handling complex functions and can adapt to new conditions. Their applications range from data interpretation, drug design, pattern recognition, text translation, credit card fraud detection, medical diagnosis and more. ANNs have become an essential tool in today's world due to their ability to interpret large amounts of data, making them crucial in fields such as medical diagnosis and credit card fraud detection. The versatility of ANNs makes them applicable in many different industries and continues to contribute to their growing popularity. The current work focuses on exploring the wide range of applications of ANNs and their significance in our world today.
Blockchain architecture in upcoming digital world B.M. Promod Kumar, K.S. Manoj Gowda, S.S. Heemashree, N.M. Siddesh Kumar, S. Tejas, Pranadhi Haran, C.M. Vikas Recent Trends in Computational Sciences Proceedings of the 4th Annual International Conference on Data Science Machine Learning and Blockchain Technology Aicdmb 2023, 2024 Blockchain architecture is a multi-layered system with various components that work together to ensure stability, security, and efficiency. The bottom layer, the Data Layer, holds transactions and data, while the Consensus Layer ensures accuracy and validates transactions. The Network Layer manages communication and data transmission, and the Application Layer provides user access. The Contract Layer executes smart contracts and defines rules, and the Security Layer protects the system from attacks. Blockchain architecture is widely used in various industries including finance, healthcare, supply chain, and voting systems, providing secure, transparent, and immutable data. The combination of blockchain and AI technology results in secure, decentralized and automated execution of agreements, transforming industries such as finance, supply chain and healthcare.
Parametric Based Influence of Silicon Carbide Particulates on Tensile and Hardness Characteristics of Graphitic Aluminium Copper Alloy H. R. Lakshmi Narasimha Murthy, Ramesh Kurbet, N. M. Siddesh Kumar, K. Jashwanth, P. Bhargav Aip Conference Proceedings, 2022 Composites of aluminium alloy have strength comparable to conventional metals. Copperas an alloying element results in improved strength of aluminium. Silicon carbide and graphite also yield better strength when reinforced to aluminium alloys. Graphite has additional advantage due to its solid lubricant characteristic. Effect of silicon carbide and graphite on tensile strength and hardness are studied by varying reinforcement of silicon carbide the percentage of which is based on design of experiments. Tensile strength along with hardnesshas increased with 0 – 8 % SiC reinforcement. These values are further improved upon additionof graphite as secondary reinforcement in the hybrid composites. This can be attributed to uniform distribution of reinforcements as reveled by Scanning Electron Microscope images.
Vibration analysis of healthy and faulty gear of parallel shaft drive system Siddesh Kumar N. M., Mohammad Rafi. H. Kerur, Nouman Khan, Shashank T. N. Aip Conference Proceedings, 2022 Acquiring vibration signals for any mechanical system is one of the best techniques to distinguish between the stability and instability of a system. The present work deals with the study of vibration signals of a parallel shaft spur gear system. There are two different gears of the same specification that is taken for the analysis. One gear is considered as healthy gear or defect-free gear and another one is defective gear (single tooth broken gear). The vibration signals are collected and analyzed using the FFT method. The natural frequency of healthy and one tooth broken gear is collected using the impact hammer method and a tri-axial accelerometer. The signals from the test gearbox are collected using a uniaxial accelerometer and data acquisition system. The maximum variation of vibration signals is observed for the one tooth broken gear compared to healthy gear. Four natural frequencies are obtained and tabulated from the impact test.
A review on friction stir processing over other surface modification processing techniques of magnesium alloys Siddesh Kumar N M, Chethan S, Talluri Nikhil, Dhruthi Functional Composites and Structures, 2022 An enormous amount of research has been conducted on aluminium alloys in friction stir processing (FSP), despite magnesium alloys reporting severe weight reduction when compared to aluminium alloys; a very slight amount of research has testified for FSP of magnesium alloys. Magnesium is highly reactive and susceptible to corrosion in the presence of an aggressive environment. This highly corrosive nature of magnesium limits its applications. Surface properties like crystal structure, composition, and microstructure influence the corrosion and wear properties of the material. Coating techniques and alloying techniques like laser surface modifications are performed to passivate the magnesium surface from corrosion. Coating techniques, however, have been found to be insufficient in corrosion protection due to coating defects like pores, cracks, etc, adhesion problems due to poor surface preparation of the substrate, and impurities present in the coating which provide microgalvanic cells for corrosion. The current study gives a detailed overview of different types of surface modification methods, such as physical vapour deposition, chemical vapour deposition, chemical conversion coating, and ion implantation coating techniques, and also focuses on a few alloying or surface processing methods, such as laser surface modification – namely laser surface melting, laser surface cladding, laser shot peening, laser surface alloying and FSP. FSP is a novel surface modification method derived from friction stir welding, which modifies the microstructure and composition of surface layer without changing the bulk properties to enhance corrosion resistance. FSP enhances and homogenizes the microstructure but also eliminates the breakup of the brittle-network phases and cast microstructure imperfections. Indeed, FSP can produce particle and fibre-reinforced magnesium-based surface composites. FSP empowers the manufacturing of magnesium by adding additives. The different methods of coating and surface modification are compared with FSP.
Hardness and Impact Strength Characteristics of Al based Hybrid Composite FSW Joints M. Sadashiva, N.M. Siddeshkumar, J. Monica, M.R. Srinivasa, N. Santhosh, S. Praveenkumar International Journal of Vehicle Structures and Systems, 2022 Aluminium and its alloys have an excellent mechanical property in that metal matrix composite has a promising role in the field of automobile and aviation. This work aims to investigate the hardness and impact strength of aluminium Al2024, Al6061 and Al7075 alloy reinforced with a weight fraction of fine greenish silicon carbide 7% and chopped E-glass fiber 3%. The metal matrix composite plates were welded by using the friction stir welding process at 550, 850 and 1150 rpm with a feed rate of 40, 80, 120 mm/min. Hardness specimens are prepared as per ASTM-E-92 and investigated the hardness of welded and unwelded (base metals and composite metal) in nugget zone, HAZ and TMAZ with the help of Vickers hardness test machine. Impact strength specimens are prepared as per ASTM-E-23. The results were compared with welded and unwelded aluminium specimens.
Modal and Harmonic Analysis of Spur Gear using FEA N. M. Siddesh Kumar, T. N. Shashank, Nouman Khan, K. J. Mahendra Babu, S. L. Ajit Prasad Journal of Failure Analysis and Prevention, 2021 Spur gears are used to transmit power and motion from one shaft to another shaft when the shafts are parallel. While running, gear drives are subjected to variable speed and load. Imperfection in the gears leads to an increase in the sound level and vibration level. The imperfections which cause the vibration are eccentricity, pitting, broken gear tooth, and crack. The best design practice of spur gear leads to a decrease in the vibration level in the gear drive. In the present work 20MnCr5 alloy steel is considered as gear and pinion material. Two different gears are modelled using Solid Works one is healthy gear and another is single tooth broken gear then it is analysed for modal response and harmonic response at three different torque values. The results show that natural frequency is higher at 6th mode and the corresponding mode shape is torsion and bending. Deformation and stress amplitude at Y-axis is more with a high amplitude of vibration. Also, total deformation is supreme in single tooth broken gear at the torque of 58875 N-mm.
Recent trends and the need for organic semiconductors for a sustainable future NM Siddesh Kumar, CM Vikas, P Jagadish, P Chaitra, S Prarthana, ... AIP Conference Proceedings 3427 (1), 020054 , 2026 2026
Review on opportunities and challenges of the pattern recognition systems in transformative technology CM Vikas, NM Siddesh Kumar, CM Lakshmi Kiran, K Sai Deep, ... AIP Conference Proceedings 3427 (1), 020030 , 2026 2026
A review on advanced application of piezoelectric materials by unlocking sustainable energy harvesting R Kurbet, SI Dharawadmath, AB Chavan, H Gaana, NM Siddesh Kumar, ... AIP Conference Proceedings 3427 (1), 020074 , 2026 2026
Need for Artificial Neural Networks in today's world NMS Kumar, BMP Kumar, BK Haloor, P Haran, KSM Gowda, ... Recent Trends in Computational Sciences, 216-222 , 2023 2023
Blockchain architecture in upcoming digital world BMP Kumar, KSM Gowda, SS Heemashree, NMS Kumar, S Tejas, ... Recent Trends in Computational Sciences, 207-215 , 2023 2023
Coatings on reinforcements in aluminum metal matrix composites NMS Kumar, TN Shashank, NU Dheeraj, Dhruthi, A Kordijazi, PK Rohatgi, ... International Journal of Metalcasting 17 (2), 1049-1064 , 2023 2023 Citations: 34
Optimization of ZnO Thin Films using Sol-Gel Dip Coating by Taguchi Method HG Rajath, HV Byregowda, NM Siddesh Kumar Eur. Chem. Bull 12, 670-681 , 2023 2023 Citations: 4
Parametric based influence of silicon carbide particulates on tensile and hardness characteristics of graphitic aluminium copper alloy HR Lakshmi Narasimha Murthy, R Kurbet, NM Siddesh Kumar, ... AIP Conference Proceedings 2648 (1), 030023 , 2022 2022
Vibration analysis of healthy and faulty gear of parallel shaft drive system S Kumar NM, MRH Kerur, N Khan, ST N AIP Conference Proceedings 2463 (1), 020055 , 2022 2022 Citations: 2
Effect on wear property of aluminium metal matrix composite reinforced with different solid lubricants: a review NM Siddesh Kumar International Journal of System Assurance Engineering and Management, 1-9 , 2022 2022 Citations: 21
A review on friction stir processing over other surface modification processing techniques of magnesium alloys SK NM, S Chethan, D Nikhil, Talluri Functional Composites and Structures 4 (1), 015006 , 2022 2022 Citations: 18
Hardness and impact strength characteristics of Al based hybrid composite FSW joints M Sadashiva, NM Siddeshkumar, J Monica, MR Srinivasa, N Santhosh, ... International Journal of Vehicle Structures & Systems 14 (1), 13-17 , 2022 2022 Citations: 8
Investigation on corrosion behaviour of hybrid aluminium metal matrix composite welded by friction stir welding NMS Kumar, M Sadashiva, J Monica, SP Kumar Materials Today: Proceedings 52, 2339-2344 , 2022 2022 Citations: 16
A critical review on heat treatment of aluminium alloys NMS Kumar, GK Pramod, P Samrat, D Sadashiva, M Materials Today: Proceedings 58, 71-79 , 2022 2022 Citations: 136
Speculative testament of corrosive behaviour of aluminium composite welded by FSW NM Siddesh Kumar, M Sadashiva, J Monica Proceedings of Fourth International Conference on Inventive Material Science … , 2021 2021 Citations: 4
Modal and harmonic analysis of spur gear using FEA NM Siddesh Kumar, TN Shashank, N Khan, KJ Mahendra Babu, ... Journal of Failure Analysis and Prevention 21 (5), 1855-1865 , 2021 2021 Citations: 6
Different ceramic reinforcements in aluminium metal matrix composites SK NM, D Shashank, TN ECS Journal of Solid State Science and Technology 10 (5), 053003 , 2021 2021 Citations: 20
Experimental investigation on silicon carbide reinforced Duralumin based mmc produced by cold compacting G Shankar, YM Shivaprakash, NM Siddesh Kumar, MA Siddhartha International Journal of Mechanical and Production Engineering Research and … , 2019 2019 Citations: 12
Studies on mild steel particulates reinforced duralumin composite fabricated through powder metallurgy route YM Shivaprakash, BM Gurumurthy, MA Siddhartha, NMS Kumar, A Dutta IJMPERD 9, 903-920 , 2019 2019 Citations: 13
MOST CITED SCHOLAR PUBLICATIONS
A critical review on heat treatment of aluminium alloys NMS Kumar, GK Pramod, P Samrat, D Sadashiva, M Materials Today: Proceedings 58, 71-79 , 2022 2022 Citations: 136
Coatings on reinforcements in aluminum metal matrix composites NMS Kumar, TN Shashank, NU Dheeraj, Dhruthi, A Kordijazi, PK Rohatgi, ... International Journal of Metalcasting 17 (2), 1049-1064 , 2023 2023 Citations: 34
Effect on wear property of aluminium metal matrix composite reinforced with different solid lubricants: a review NM Siddesh Kumar International Journal of System Assurance Engineering and Management, 1-9 , 2022 2022 Citations: 21
Different ceramic reinforcements in aluminium metal matrix composites SK NM, D Shashank, TN ECS Journal of Solid State Science and Technology 10 (5), 053003 , 2021 2021 Citations: 20
A review on friction stir processing over other surface modification processing techniques of magnesium alloys SK NM, S Chethan, D Nikhil, Talluri Functional Composites and Structures 4 (1), 015006 , 2022 2022 Citations: 18
Investigation on corrosion behaviour of hybrid aluminium metal matrix composite welded by friction stir welding NMS Kumar, M Sadashiva, J Monica, SP Kumar Materials Today: Proceedings 52, 2339-2344 , 2022 2022 Citations: 16
Studies on mild steel particulates reinforced duralumin composite fabricated through powder metallurgy route YM Shivaprakash, BM Gurumurthy, MA Siddhartha, NMS Kumar, A Dutta IJMPERD 9, 903-920 , 2019 2019 Citations: 13
Experimental investigation on silicon carbide reinforced Duralumin based mmc produced by cold compacting G Shankar, YM Shivaprakash, NM Siddesh Kumar, MA Siddhartha International Journal of Mechanical and Production Engineering Research and … , 2019 2019 Citations: 12
Hardness and impact strength characteristics of Al based hybrid composite FSW joints M Sadashiva, NM Siddeshkumar, J Monica, MR Srinivasa, N Santhosh, ... International Journal of Vehicle Structures & Systems 14 (1), 13-17 , 2022 2022 Citations: 8
Modal and harmonic analysis of spur gear using FEA NM Siddesh Kumar, TN Shashank, N Khan, KJ Mahendra Babu, ... Journal of Failure Analysis and Prevention 21 (5), 1855-1865 , 2021 2021 Citations: 6
Optimization of ZnO Thin Films using Sol-Gel Dip Coating by Taguchi Method HG Rajath, HV Byregowda, NM Siddesh Kumar Eur. Chem. Bull 12, 670-681 , 2023 2023 Citations: 4
Speculative testament of corrosive behaviour of aluminium composite welded by FSW NM Siddesh Kumar, M Sadashiva, J Monica Proceedings of Fourth International Conference on Inventive Material Science … , 2021 2021 Citations: 4
Vibration analysis of healthy and faulty gear of parallel shaft drive system S Kumar NM, MRH Kerur, N Khan, ST N AIP Conference Proceedings 2463 (1), 020055 , 2022 2022 Citations: 2
Recent trends and the need for organic semiconductors for a sustainable future NM Siddesh Kumar, CM Vikas, P Jagadish, P Chaitra, S Prarthana, ... AIP Conference Proceedings 3427 (1), 020054 , 2026 2026
Review on opportunities and challenges of the pattern recognition systems in transformative technology CM Vikas, NM Siddesh Kumar, CM Lakshmi Kiran, K Sai Deep, ... AIP Conference Proceedings 3427 (1), 020030 , 2026 2026
A review on advanced application of piezoelectric materials by unlocking sustainable energy harvesting R Kurbet, SI Dharawadmath, AB Chavan, H Gaana, NM Siddesh Kumar, ... AIP Conference Proceedings 3427 (1), 020074 , 2026 2026
Need for Artificial Neural Networks in today's world NMS Kumar, BMP Kumar, BK Haloor, P Haran, KSM Gowda, ... Recent Trends in Computational Sciences, 216-222 , 2023 2023
Blockchain architecture in upcoming digital world BMP Kumar, KSM Gowda, SS Heemashree, NMS Kumar, S Tejas, ... Recent Trends in Computational Sciences, 207-215 , 2023 2023
Parametric based influence of silicon carbide particulates on tensile and hardness characteristics of graphitic aluminium copper alloy HR Lakshmi Narasimha Murthy, R Kurbet, NM Siddesh Kumar, ... AIP Conference Proceedings 2648 (1), 030023 , 2022 2022
