RAVI KUMAR KOTTALA

@mvgrce.com

Assistant Professor in Department of Mechanical Engineering
MVGR College of Engineering



                 

https://researchid.co/ravikumar2525

EDUCATION

B. Tech (Mechanical Engineering)
M. Tech (Energy Engineering)
Ph. D (Renewable energy and machine learning)

RESEARCH, TEACHING, or OTHER INTERESTS

Renewable Energy, Sustainability and the Environment, Mechanical Engineering, Artificial Intelligence, Materials Science

13

Scopus Publications

284

Scholar Citations

10

Scholar h-index

11

Scholar i10-index

Scopus Publications

  • CHARACTERIZATION OF CORROSION BEHAVIOR OF INCONEL 617 WELDED JOINTS USING CMT-GMAW MULTI-CONTROL WELDING
    G. PRAMOD KUMAR, K. R. BALASUBRAMANIAN, MURALIMOHAN CHEEPU, and RAVI KUMAR KOTTALA

    World Scientific Pub Co Pte Ltd
    This work addressed the effect of CMT-GMAW multi-control welding of Inconel 617 alloy with different wire feed rates (8.9, 9.4, and 9.9 m/min) on the microstructure, hardness, and electrochemical properties. The weld joints are composed of columnar dendritic structure with cellular crystals. Electron backscattered diffraction (EBSD) study showed equiaxed dendrite at the center of weld metal with growth direction perpendicular to the fusion boundary. The weldments showed diffraction peaks at 43.53[Formula: see text], 50.12[Formula: see text], and 74.82[Formula: see text], and these peaks mainly represent gamma ([Formula: see text]) and gamma prime ([Formula: see text]) phases along with the carbide peaks of Ti (C, N), M[Formula: see text]C6 and M6C. The Base metal (BM) had a lower hardness (232 ± 10 HV[Formula: see text]) and lower corrosion rate (0.212 mpy) than the weld joints. The increase in wire feed rate (WFR) results in the decrease of microhardness (267 ± 5 − 251 ± 6 HV[Formula: see text]) and increase in corrosion rate (1.833-28.140 mpy). The base metal exhibited higher potential ([Formula: see text]) and lower current density ([Formula: see text]) than the weld joints. As wire feed rate (WFR) increases, heat input increases; solidification time increases, grain boundaries coarsen, resulting in a lower grain boundary (GB) density, and hence increased carbide precipitation and segregation in weld zone leading to higher stable anodic current density, which caused corrosion resistance to deteriorating. The BM was more corrosion resistant than the weld joints. The metallurgical and physical changes caused by the welding process affect the corrosion resistance of the weld joints. This leads to the weld metal corroding faster than the base metal.

  • Experimental analysis and optimization of friction welding parameters for joining dissimilar materials through design of experiments
    Pilli Neeraja, Ajit Kumar Senapati, Swarnalatha Moora, N. Dhanunjayarao Borra, and Ravi Kumar Kottala

    Springer Science and Business Media LLC

  • Experimental investigation and machine learning modelling of phase change material-based receiver tube for natural circulated solar parabolic trough system under various weather conditions
    Ravi Kumar Kottala, K. R. Balasubramanian, B. S. Jinshah, S. Divakar, and Bharat Kumar Chigilipalli

    Springer Science and Business Media LLC

  • A Review on Recent Trends and Applications of IoT in Additive Manufacturing
    Bharat Kumar Chigilipalli, Teja Karri, Sathish Naidu Chetti, Girish Bhiogade, Ravi Kumar Kottala, and Muralimohan Cheepu

    MDPI AG
    The Internet of Things (IoT) is a new way of communicating that is changing the way things are monitored and controlled from a distance. Gradually, companies want to digitalize their production processes and implement control and monitoring systems on the shop floor. On the basis of the Industry 4.0 concept, internet features and database services have been incorporated into processes in order to reinvent manufacturing. This study proposes a proof-of-concept system for the management of additive manufacturing (AM) machines, where an internet integration of beacon technology in the manufacturing environment enables the rapid and intuitive interchange of production data retrieved from machines with mobile devices in various applications. Even though AM technologies can be used to customize the final product, they cannot be used to make a lot of 3D-printed jobs at once for commercial usage. Therefore, this research-based study aims to understand IoT technologies to improve the understanding and reliability of AM processes and 3D print smart materials in large quantities for manufacturers around the world. This study demonstrates the significance of the successful use of internet-based technologies in AM by examining its practical consequences in various fields. This paper gives an overview of IoT-based remote monitoring and control systems that could solve problems in AM, particularly in digital twin, human augmentation (HA), 3D bioprinters, 3D scanners, input parameters optimization, and electronics fields. IoT in AM makes production processes more efficient, reduces waste, and meets customer needs.

  • Thermal Degradation Studies and Machine Learning Modelling of Nano-Enhanced Sugar Alcohol-Based Phase Change Materials for Medium Temperature Applications
    Ravi Kumar Kottala, Bharat Kumar Chigilipalli, Srinivasnaik Mukuloth, Ragavanantham Shanmugam, Venkata Charan Kantumuchu, Sirisha Bhadrakali Ainapurapu, and Muralimohan Cheepu

    MDPI AG
    Thermogravimetric analysis (TGA) was utilised to compare the thermal stability of pure phase change material (D-mannitol) to that of nano-enhanced PCM (NEPCM) (i.e., PCM containing 0.5% and 1% multiwalled carbon nanotubes (MWCNT)). Using model-free kinetics techniques, the kinetics of pure PCM and NEPCM degradation were analysed. Three different kinetic models such as Kissinger-Akahira-Sunose (KAS), the Flynn-Wall-Ozawa (FWO), and the Starink were applied to assess the activation energies of the pure and nano-enhanced PCM samples. Activation energies for pure PCM using the Ozawa, KAS, and Starink methods ranged from 71.10–77.77, 79.36–66.87, and 66.53–72.52 kJ/mol, respectively. NEPCM’s (1% MWCNT) activation energies ranged from 76.59–59.11, 71.52–52.28, and 72.15–53.07 kJ/mol. Models of machine learning were utilised to predict the degradation of NEPCM samples; these included linear regression, support vector regression, random forests, gaussian process regression, and artificial neural network models. The mass loss of the sample functioned as the output parameter, while the addition of nanoparticles weight fraction, the heating rate, and the temperature functioned as the input parameters. Experiment-based TGA data can be accurately predicted using the created machine learning models.

  • Microstructure and Mechanical Properties of the Bimetallic Wire Arc Additively Manufactured Structure (BAMS) of SS304L and SS308L Fabricated by Hybrid Manufacturing Process
    Sirisha Bhadrakali Ainapurapu, Venkata Anantha Ramasastry Devulapalli, Ram Prabhu Theagarajan, Bharat Kumar Chigilipalli, Ravi Kumar Kottala, and Muralimohan Cheepu

    Springer Science and Business Media LLC

  • Fabrication and optimization of acoustic properties of natural fiber reinforced composites
    Rapeta Sundara Ramam, Satish Pujari, Bharat Kumar Chigilipalli, Bukke Devaraj Naik, Ravi Kumar Kottala, and Venkata Charan Kantumuchu

    Springer Science and Business Media LLC

  • Preparation and characterisation of binary eutectic phase change material/activated porous bio char/multi walled carbon nano tubes as composite phase change material
    Balasubramanian Karuppudayar Ramaraj and Ravi Kumar Kottala

    Informa UK Limited
    Abstract The primary purpose of the current work is to develop, fabricate, and characterise a novel composite phase change material for the medium temperature thermal energy storage systems. The proposed composite PCM is made up of a binary eutectic PCM (LiNO3 + NaCl), a supporting material (activated bio char), and thermal conductivity-improving particles (i.e., multi walled carbon nano tubes). XRD, FTIR, and SEM-EDS analysis was used to determine the chemical stability of the composite PCM samples. Using differential scanning calorimetry (DSC), the thermophysical parameters of the composite PCM samples, such as phase transition temperature and latent heat value, are evaluated. With the addition of activated biochar (A-BC) and multiwalled carbon nano tube (MWCNT) particles, the latent heat value of PCM is reduced, and the thermal conductivity enhancement value is increased to 116.11%. The findings demonstrate that employing A-BC and MWCNT nanoparticles ensures the stability of the eutectic chloride and prevents leak. The corrosion rate of the copper, aluminium, stainless steel, and Inconel 617 were determined by immersing it in pure PCM and composite PCM for 12 weeks. The metal specimens that were inserted in the composite PCM were found to have good corrosion stability.

  • Experimental study on thermal management and performance improvement of solar PV panel cooling using form stable phase change material
    Senthil Kumar Marudaipillai, Balasubramanian Karuppudayar Ramaraj, Ravi Kumar Kottala, and Maheswari Lakshmanan

    Informa UK Limited
    ABSTRACT Solar Photovoltaic (PV) panels are used for the conversion of solar radiation into electrical energy. The solar radiation increases the photovoltaic cell temperature. The increase in temperature decreases the power output and the efficiency of the solar PV panel. In this study, polyethylene glycol/expanded graphite form stable phase change material (FSPCM) was prepared and used for solar PV panel cooling, since it has a high latent heat of fusion and shape stabilization. This FSPCM maintained the shape and good thermal contact between the panel and phase change material during the process of melting and cooling of the panel. The total thermal management and performance improvement of solar PV panel cooling using polyethylene glycol/expanded graphite form stable phase change material was studied by experimental method. The novel proposed that PV panel performance was compared with the existing air passive cooling method (heat sink). The reduction of panel surface temperature obtained for the heat sink based PV panel and finned composite PCM based PV panel are 9.45°C and 11.5°C, respectively. The overall improved PV panel efficiency for the proposed PV panel is 3.667%, which is higher than the conventional cooling technique (heat sink), i.e. 1.072%. The results indicate that the solar PV panel can be cooled by FSPCM in the temperature range of 35–40°C to increase the power output, efficiency, and life span of the panels.

  • Experimental investigation and neural network modeling of binary eutectic/ expanded graphite composites for medium temperature thermal energy storage
    Ravi Kumar Kottala, Balasubramanian Karuppudayar Ramaraj, Jinshah B S, Muthya Goud Vempally, and Maheswari Lakshmanan

    Informa UK Limited

  • Influence of power step on the behavior of an Open Natural Circulation Loop as applied to a Parabolic Trough Collector
    B.S. Jinshah, K.R. Balasubramanian, Ravikumar Kottala, and S. Divakar

    Elsevier BV

  • Characterization of form-stable phase-change material for solar photovoltaic cooling
    M. Senthilkumar, K. R. Balasubramanian, Ravi Kumar Kottala, S. P. Sivapirakasam, and L. Maheswari

    Springer Science and Business Media LLC

  • Experimental analysis of phase change material integrated single phase natural circulation loop
    Jinshah B.S., Ravi Kumar Kottala, Balasubramanian K. R., and Abin Francis

    Elsevier BV

RECENT SCHOLAR PUBLICATIONS

  • Experimental analysis and optimization of friction welding parameters for joining dissimilar materials through design of experiments
    P Neeraja, AK Senapati, S Moora, ND Borra, RK Kottala
    International Journal on Interactive Design and Manufacturing (IJIDeM), 1-18 2024

  • Synthesis and characteristic analysis of an inorganic composite phase change materials for medium-temperature thermal storage
    C Ramanjaneyulu, S Reddy, T Vinoth, R Kumar, A Saikiran
    Powder Technology 434, 119381 2024

  • Optimization of CNC turning parameters of copper–nickel (Cu–Ni) alloy using VIKOR, MOORA and GRA techniques
    S Das, RK Ghadai, G Sapkota, S Guha, P Barmavatu, KR Kumar
    International Journal on Interactive Design and Manufacturing (IJIDeM), 1-10 2024

  • Characterization of corrosion behavior of inconel 617 welded joints using cmt-gmaw multi-control welding
    GP Kumar, KR Balasubramanian, M Cheepu, RK Kottala
    Surface Review and Letters (SRL) 31 (03), 1-10 2024

  • Synthesis and Characterization of Shape-Stable Bio-Char Composite PCM Material for Solar Desalination Application
    K Ravikumar, GV Nagesh, R Venkateswara Rao, A Saikiran, R Swapna, ...
    Materials Science Forum 1099, 27-36 2023

  • Fabrication and optimization of acoustic properties of natural fiber reinforced composites
    RS Ramam, S Pujari, BK Chigilipalli, BD Naik, RK Kottala, ...
    International Journal on Interactive Design and Manufacturing (IJIDeM), 1-9 2023

  • Experimental investigation and machine learning modelling of phase change material-based receiver tube for natural circulated solar parabolic trough system under various
    RK Kottala, KR Balasubramanian, BS Jinshah, S Divakar, BK Chigilipalli
    Journal of Thermal Analysis and Calorimetry 148 (14), 7101-7124 2023

  • A review on recent trends and applications of IoT in additive manufacturing
    BK Chigilipalli, T Karri, SN Chetti, G Bhiogade, RK Kottala, M Cheepu
    Applied System Innovation 6 (2), 50 2023

  • Thermal degradation studies and machine learning modelling of nano-enhanced sugar alcohol-based phase change materials for medium temperature applications
    RK Kottala, BK Chigilipalli, S Mukuloth, R Shanmugam, VC Kantumuchu, ...
    Energies 16 (5), 2187 2023

  • Microstructure and mechanical properties of the bimetallic wire arc additively manufactured structure (BAMS) of SS304L and SS308L fabricated by hybrid manufacturing process
    SB Ainapurapu, VAR Devulapalli, RP Theagarajan, BK Chigilipalli, ...
    Transactions of the Indian Institute of Metals 76 (2), 419-426 2023

  • Comparative study on the thermal performance of microencapsulated phase change material slurry in tortuous geometry microchannel heat sink
    RJ Peter, KR Balasubramanian, KR Kumar
    Applied Thermal Engineering 218, 119328 2023

  • A dual-mode novel parabolic trough collector for process heating applications in small scale industries—thermo-hydraulic and performance investigation
    BS Jinshah, KR Balasubramanian, K Ravikumar, S Divakar
    Applied Thermal Engineering 218, 119287 2023

  • Preparation and characterisation of binary eutectic phase change material/activated porous bio char/multi walled carbon nano tubes as composite phase change material
    BK Ramaraj, RK Kottala
    Fullerenes, Nanotubes and Carbon Nanostructures 31 (1), 75-89 2023

  • Experimental investigation of nano-encapsulated molten salt for medium-temperature thermal storage systems and modeling of neural networks
    KR Kumar, KR Balasubramanian, GP Kumar, C Bharat Kumar, ...
    International Journal of Thermophysics 43 (9), 145 2022

  • Thermal degradation studies and hybrid neural network modelling of eutectic phase change material composites
    KR Balasubramanian, K Ravi Kumar, SP Sathiya Prabhakaran, ...
    International Journal of Energy Research 46 (11), 15733-15755 2022

  • Thermal and hydraulic characteristics of a parabolic trough collector based on an open natural circulation loop: The effect of fluctuations in solar irradiance
    KR Balasubramanian, BS Jinshah, K Ravikumar, S Divakar
    Sustainable Energy Technologies and Assessments 52, 102290 2022

  • Experimental investigation and neural network modeling of binary eutectic/expanded graphite composites for medium temperature thermal energy storage
    RK Kottala, BK Ramaraj, J BS, MG Vempally, M Lakshmanan
    Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-24 2022

  • Experimental analysis and neural network model of MWCNTs enhanced phase change materials
    K Ravi Kumar, KR Balasubramanian, BS Jinshah, N Abhishek
    International Journal of Thermophysics 43, 1-31 2022

  • Influence of power step on the behavior of an Open Natural Circulation Loop as applied to a Parabolic Trough Collector
    BS Jinshah, KR Balasubramanian, R Kottala, S Divakar
    Renewable Energy 181, 1046-1061 2022

  • A complete numerical model for low temperature composite form-stable phase change material slab based on dynamically simplified temperature transforming method
    J BS, BK Ramaraj, RK Kottala, S SP
    Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-26 2021

MOST CITED SCHOLAR PUBLICATIONS

  • Microstructure Characterization of Al-TiC Surface Composite Fabricated by Friction Stir Processing
    SJ Apireddi Shiva, Muralimohan Cheepu, Venkata Charan Kantumuchu, K Ravi ...
    IOP Conf. Series: Materials Science and Engineering 330 (012060) 2018
    Citations: 39

  • Experimental study on thermal management and performance improvement of solar PV panel cooling using form stable phase change material
    M Marudaipillai. S. K, Karuppudayar Ramaraj, B., Kottala, R.K. and Lakshmanan
    Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-18 2020
    Citations: 34

  • Characterization of form-stable phase-change material for solar photovoltaic cooling
    M Senthilkumar, KR Balasubramanian, RK Kottala, SP Sivapirakasam, ...
    Journal of Thermal Analysis and Calorimetry 141, 2487-2496 2020
    Citations: 30

  • Experimental analysis and neural network model of MWCNTs enhanced phase change materials
    K Ravi Kumar, KR Balasubramanian, BS Jinshah, N Abhishek
    International Journal of Thermophysics 43, 1-31 2022
    Citations: 23

  • ANN and RSM models approach for optimization of HVOF coating
    R Shankar, KR Balasubramanian, SP Sivapirakasam, K Ravikumar
    Materials Today: Proceedings 46, 9201-9206 2021
    Citations: 21

  • Experimental investigation of nano-encapsulated molten salt for medium-temperature thermal storage systems and modeling of neural networks
    KR Kumar, KR Balasubramanian, GP Kumar, C Bharat Kumar, ...
    International Journal of Thermophysics 43 (9), 145 2022
    Citations: 16

  • Microstructure and mechanical properties of the bimetallic wire arc additively manufactured structure (BAMS) of SS304L and SS308L fabricated by hybrid manufacturing process
    SB Ainapurapu, VAR Devulapalli, RP Theagarajan, BK Chigilipalli, ...
    Transactions of the Indian Institute of Metals 76 (2), 419-426 2023
    Citations: 15

  • Experimental investigation and neural network modeling of binary eutectic/expanded graphite composites for medium temperature thermal energy storage
    RK Kottala, BK Ramaraj, J BS, MG Vempally, M Lakshmanan
    Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-24 2022
    Citations: 14

  • Thermal degradation studies and machine learning modelling of nano-enhanced sugar alcohol-based phase change materials for medium temperature applications
    RK Kottala, BK Chigilipalli, S Mukuloth, R Shanmugam, VC Kantumuchu, ...
    Energies 16 (5), 2187 2023
    Citations: 12

  • Influence of power step on the behavior of an Open Natural Circulation Loop as applied to a Parabolic Trough Collector
    BS Jinshah, KR Balasubramanian, R Kottala, S Divakar
    Renewable Energy 181, 1046-1061 2022
    Citations: 12

  • Preparation and characterisation of binary eutectic phase change material/activated porous bio char/multi walled carbon nano tubes as composite phase change material
    BK Ramaraj, RK Kottala
    Fullerenes, Nanotubes and Carbon Nanostructures 31 (1), 75-89 2023
    Citations: 10

  • A review on recent trends and applications of IoT in additive manufacturing
    BK Chigilipalli, T Karri, SN Chetti, G Bhiogade, RK Kottala, M Cheepu
    Applied System Innovation 6 (2), 50 2023
    Citations: 9

  • Thermal degradation studies and hybrid neural network modelling of eutectic phase change material composites
    KR Balasubramanian, K Ravi Kumar, SP Sathiya Prabhakaran, ...
    International Journal of Energy Research 46 (11), 15733-15755 2022
    Citations: 8

  • Experimental analysis of phase change material integrated single phase natural circulation loop
    AF Jinshah.B.S., Ravi Kumar Kottala, BalasubramanianK. R.
    Materials Today:Proceedings 2021
    Citations: 8

  • Comparative study on the thermal performance of microencapsulated phase change material slurry in tortuous geometry microchannel heat sink
    RJ Peter, KR Balasubramanian, KR Kumar
    Applied Thermal Engineering 218, 119328 2023
    Citations: 7

  • Thermal and hydraulic characteristics of a parabolic trough collector based on an open natural circulation loop: The effect of fluctuations in solar irradiance
    KR Balasubramanian, BS Jinshah, K Ravikumar, S Divakar
    Sustainable Energy Technologies and Assessments 52, 102290 2022
    Citations: 5

  • A complete numerical model for low temperature composite form-stable phase change material slab based on dynamically simplified temperature transforming method
    J BS, BK Ramaraj, RK Kottala, S SP
    Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-26 2021
    Citations: 5

  • Performance evaluation of Titanium nitride coated tool in turning of mild steel
    SH B Srinivas, G Pramod Kumar, Muralimohan Cheepu, N Jagadeesh, K Ravi kumar
    IOP Conf. Series: Materials Science and Engineering 330 (012078) 2018
    Citations: 5

  • A dual-mode novel parabolic trough collector for process heating applications in small scale industries—thermo-hydraulic and performance investigation
    BS Jinshah, KR Balasubramanian, K Ravikumar, S Divakar
    Applied Thermal Engineering 218, 119287 2023
    Citations: 3

  • Analyses and Comparison of Solar Air Heater with Various Rib Roughness using Computational Fluid Dynamics (CFD)
    AS K. Ravi Kumar, Muralimohan Cheepu, B. Srinivas, D. Venkateswarlu, G ...
    IOP Conf. Series: Materials Science and Engineering 330 (012061) 2018
    Citations: 3