PANNALA KRISHNA MURTHY

@scitr.edu.in

PRINCIPAL
Sri Chaitanya Institute of Technology and Research



                          

https://researchid.co/krishnamurthy.pannala

Prof. Pannala Krishna Murthy has a Doctorate Degree in Electrical Engineering from JNTU, Hyderabad. Over 55 International Publications to his credit. Two Research Scholars received Ph.D from JNTUH, Hyderabad and SSSUTMS, Sehore M.P. and four Ph.D scholars registered with Universities of Telangana, and Tamilnadu are working under his supervision. He guided more than 43 UG projects and 31 PG projects. He is a Fellow Member IE India, J.Cs.
and Senior Member IEEE, Life member, APSMS, ISTE, New Delhi and also Member IRC Scientific and Technical Committee & Editorial Review Board on Electrical and Computer Engineering (WASET).
He took over as Principal, SBIT, Khammam from 1.1.2013 to 4.5.2019. Now, working as Principal, SCIT, Khammam formerly known w.e.f. 01.07.2019.
He R&D activities in association with the industries as Advisor, CANORX® Software Services Pvt. Ltd., since 25th March, 2020.

EDUCATION

PhD: Power Electronics & Power systems from, JNTUH, Hyderabad 2010
PG - M.Tech.: ITPE, JNTUCE, Hyderabad. 2003
UG - BE: EEE, SSGMCE, Shegaon. Amaravathi University, Maharashtra, 1999

RESEARCH, TEACHING, or OTHER INTERESTS

Electrical and Electronic Engineering, Computer Engineering, Multidisciplinary

10

Scopus Publications

197

Scholar Citations

6

Scholar h-index

2

Scholar i10-index

Scopus Publications

  • Revolutionizing Thyroid Disease Forecasting with API Enhanced Convolutional Neural Networks


  • Health assessment of converter transformer pressboard insulation based on FDS and digital image processing
    Shrikant S. Mopari, D.S. More, A.S. Bhalchandra, Pannala Krishna Murthy, K.M. Jadhav, and R.C. Kamble

    Elsevier BV

  • Degradation Assessment of Oil-Impregnated Paper Insulation for Converter Transformer Based on FDS using Digital Image Processing
    Shrikant S. Mopari, More D S, Bhalchandra A S, Pannala Krishna Murthy, and Jadhav K M

    Seventh Sense Research Group Journals
    - The Oil-Impregnated Paper (OIP) insulation is commonly utilized as the foremost insulation type in the case of a converter transformer, which is constantly and unavoidably affected by elevated temperature and different stresses arising during the mode of operation. It causes a safety risk to the insulation system of the converter transformer. Because of this, the present study examines the effect on OIP insulation using the FDS technique as a function of frequency and elevated temperature. The Frequency Domain Spectroscopy (FDS) and Atomic Force Microscopy (AFM) techniques were carried out for condition evaluation and surface morphological changes of OIP insulation. The experimental results show that elevated temperature viz 30°C, 50°C, 70°C, 90°C, 110°C and 130°C produces irreversible damage to the surface of OIP, which can lead to morphological changes. The frequency-dependent permittivity studies also confirm the deterioration of OIP insulation as permittivity decreases with increased frequency. However, the synergistic effect generated on the OIP insulation can also be analyzed by image processing-based evaluation methods dependent on the average of four local areas of AFM images. One disk of a valve side star winding single phase converter transformer is developed in MATLAB Simulink. An impulse of 20kV, 1.2/50µsec is applied to study the correlation among insulation degradation across the turn by considering elevated temperature and frequency dependence of OIP insulating material by wavelet transform. The energy of the wavelet coefficient is utilized to analyze the insulation degradation of insulation of the converter transformer. Thus the effectiveness of the FDS study revealed the condition monitoring of converter transformer insulation, and the presented results agree with the published work.

  • Estimation of Inductance and Capacitance Parameters of Single Phase Dual Winding Converter Transformer with FEM
    Shrikant S. Mopari, D. S. More, Pannala Krishna Murthy, and M. P. S. Chawla

    IEEE
    The converter transformers are key equipment in DC power transmission systems. The power system security is greatly influenced by converter transformer insulation. As compared to conventional transformers, electric field distribution is more complex in converter transformers. Hence electric field and its distribution play a crucial role for optimal design and manufacturing process of converter transformer. In this paper a single phase converter transformer equivalent circuit model with dual winding has been established. The electric field simulation is carried out with the help of 2D finite element method (FEM). The insulation strength can be tested by conducting a DC test on valve side winding. Also, ANSYS Maxwell simulation platform is used for calculating converter transformer winding parameters. The present approach permits a faster and more precious method for modeling of converter transformer winding.

  • A novel multi-objective firefly algorithm for optimization of association rules
    S. Neelima, N. Satyanarayana, and P. Krishna Murthy

    IEEE
    Discovering interesting rules has become a basis for proficient decision making from past decades. Numbers of mining techniques are used for generating association rules. Apriori is one of the mining techniques for discovering association rules. Optimization of rules has become an important task as apriori generates plenty of rules. In this paper, Multi Objective Adaptive Weight Firefly (MOAWF) algorithm is proposed for association rule optimization and the proposed algorithm is applied on the rules generated using apriori. Here association rule mining is viewed as a multi-objective problem instead of single objective. Confidence, support and comprehensibility are considered for measuring multi-objective. The performance of proposed algorithm is better when compared to the existing algorithms.

  • Optimization of association rule mining using hybridized artificial bee colony (abc) with bat algorithm
    S. Neelima, N. Satyanarayana, and P. Krishna Murthy

    IEEE
    One of the major tasks of data mining is association rule mining, which is used for finding the interesting relationships among the items in itemsets of huge database. Aproiri is the familiar algorithm of association rule mining for generating frequent itemsets. Apriori uses minimum support threshold to find frequent items. In this paper, an algorithm called hybridization of ABC with BAT algorithm is proposed which is used for optimization of association rules. Instead of onlooker bee phase of ABC, random walk of BAT is used in order to increase the exploration. Hybridized ABC with BAT algorithm is applied on the rules generated from apriori algorithm, for optimizing association rules. The experiments are performed on datasets taken from UCI repository which show the proposed work performance and proposed methodology can effectively optimize association rules when compared to the existing algorithms. In the paper, we also proved that the rules generated using proposed work are simple and comprehensible.

  • Review-the identification and location of fault in VSC-HVDC transmission


  • A novel technique for the location of fault on a HVDC transmission line


  • Wavelet transform approach for detection and location of faults in HVDC system
    Pannala Krishna Murthy, J. Amarnath, S. Kamakshiah, and B.P. Singh

    IEEE
    Wavelet transform has received greater attention in fault analysis due to its ability in analyzing the travelling waves than conventional methods of analysis. In this paper, the method using wavelet transforms for detecting a HVDC transmission line faults is proposed after simulating the HVDC system for various faults. The simulation results show that the application of wavelet technique leads to a more reliable solution for recognition of faults and provides a good basis for the new protection scheme for the HVDC lines.

  • Minimizing frequent itemsets using hybrid ABCBAT algorithm
    Sarabu Neelima, Nallamothu Satyanarayana, and Pannala Krishna Murthy

    Springer Singapore

RECENT SCHOLAR PUBLICATIONS

  • Revolutionizing Thyroid Disease Forecasting with API Enhanced Convolutional Neural Networks
    BJD Kalyani, KB Prasanth, PK Murthy, S Kavitha, S Neelima
    International Journal of Intelligent Systems and Applications in Engineering 2024

  • Health assessment of converter transformer pressboard insulation based on FDS and digital image processing
    SS Mopari, DS More, AS Bhalchandra, PK Murthy, KM Jadhav, ...
    Measurement: Sensors 29, 100873 2023

  • Estimation of inductance and capacitance parameters of single phase dual winding converter transformer with FEM
    SS Mopari, DS More, PK Murthy, MPS Chawla
    2022 IEEE 11th International Conference on Communication Systems and Network 2022

  • Estimation of Inductance and Capacitance Parameters of Single Phase Dual Winding Converter Transformer with FEM
    PKMMPSC S. S. Mopari, D. S. More
    2022 IEEE 11th International Conference on Communication Systems and Network 2022

  • Power System Stability Scanning and Security Assessment with Enhanced Feature Selection and Extraction Using Machine Learning
    PKMSN [68] A.K.Srikanth
    Journal of Interdisciplinary Cycle Research 14 (1) 2022

  • Impact of Surges on Converter Transformer Insulation and Diagnostic Methods: A Survey
    SS Mopari, DS More, PK Murthy
    Design Engineering, 10806-10822 2021

  • A Rectifier Topology for Low Power Harvesting Using Boost Converter
    SAPKM Shaik Rafi Ahmed
    2nd International Conference on Engineering and Advancement in Technology 2021

  • Enhancement of Power Quality by AI based Shunt Active DC Power Filter (SADPF) for Non Linear and Unbalanced Loads
    K Yaddanapudi, PK Murthy
    IJIEMR 10 (02) 2021

  • PERFORMANCE ANALYSIS OF FUZZY LOGIC CONTROLLED HYBRID ACTIVE DC FILTER (HADF) FOR 12-PULSE HVDC CONVERTER
    K YADDANAPUDI, PK MURTHY
    International Journal 9 (2) 2021

  • Enhancement For Power Quality Conditioner With Fuzzy Integrated Upqc With Fuel Cell In Smart Grid Network
    B Gopal, GN Sreenivas, PK Murthy
    NVEO-NATURAL VOLATILES & ESSENTIAL OILS Journal| NVEO, 130-139 2021

  • Power Quality Enhancement in Micro Grids Using Fuzzy Hysteresis Current Controller
    B Gopal, GN Sreenivas, PK Murthy
    Specialusis Ugdymas 1 (41), 01-19 2020

  • Power Quality Improvement Using Dvr Control Designed With Ann-Fuzzy In Matalab
    B Gopal, PK Murthy
    Webology 17 (1), 573-592 2020

  • Power Quality Improvement Using DVR Control DesignedWith Ann-Fuzzy In MATLAB
    B Gopal, PK Murthy
    Webology (ISSN: 1735-188X) 17 (1) 2020

  • Design and Analysis of Shunt Active Power Filter (SAPF) for non-linear unbalanced loads
    Kiran Yaddanapudi and Pannala Krishna Murthy
    International Conference on Electrical, Electronics, Computers 2018

  • Minimizing frequent itemsets using hybrid ABCBAT algorithm
    S Neelima, N Satyanarayana, P Krishna Murthy
    Data Engineering and Intelligent Computing: Proceedings of IC3T 2016, 91-97 2018

  • Analysis of power system faults in EHVAC line for varying fault time instances using wavelet transforms
    A Swetha, PK Murthy
    Journal of electrical systems and information technology 4 (1), 107-112 2017

  • A novel multi-objective firefly algorithm for optimization of association rules
    S Neelima, N Satyanarayana, PK Murthy
    2017 International Conference on Big Data Analytics and Computational 2017

  • Optimization of association rule mining using hybridized artificial bee colony (ABC) with BAT algorithm
    S Neelima, N Satyanarayana, PK Murthy
    2017 IEEE 7th international advance computing conference (IACC), 831-834 2017

  • A Novel Approach to Improve the Wind Profiler Doppler Spectra Using Wavelets
    PK Murthy, SN Reddy
    i-Manager's Journal on Digital Signal Processing 4 (4), 22 2016

  • A noval approach for Lower Atmospheric signals using Peak Detection method
    PK Murthy, SN Reddy
    2016 International Conference on Wireless Communications, Signal Processing 2016

MOST CITED SCHOLAR PUBLICATIONS

  • Wavelet transform approach for detection and location of faults in HVDC system
    PK Murthy, J Amarnath, S Kamakshiah, BP Singh
    2008 IEEE Region 10 and the Third international Conference on Industrial and 2008
    Citations: 104

  • A novel technique for the location of fault on a HVDC transmission line
    A Swetha, PK Murthy, N Sujatha, Y Kiran
    J. Eng. Appl. Sci 6 (11), 62-67 2011
    Citations: 20

  • A comprehensive survey on variants in artificial bee colony (ABC)
    S Neelima, N Satyanarayana, P Krishna Murthy
    International Journal of Computer Science and Information Technologies 7 (4 2016
    Citations: 9

  • A survey on approaches for mining frequent itemsets
    S Neelima, N Satyanarayana, PK Murthy
    IOSR Journal of Computer Engineering (IOSRJCE) 16 (4), 31-34 2014
    Citations: 9

  • A review on UPQC for power quality improvement in distribution system
    B Gopal, PK Murthy, GN Sreenivas
    Global Journal of Researches in Engineering Electrical and Electronics 2013
    Citations: 9

  • Minimizing frequent itemsets using hybrid ABCBAT algorithm
    S Neelima, N Satyanarayana, P Krishna Murthy
    Data Engineering and Intelligent Computing: Proceedings of IC3T 2016, 91-97 2018
    Citations: 7

  • Analysis of power system faults in EHVAC line for varying fault time instances using wavelet transforms
    A Swetha, PK Murthy
    Journal of electrical systems and information technology 4 (1), 107-112 2017
    Citations: 6

  • Power quality improvement using UPQC integrated with distributed generation network
    B Gopal, PK Murthy, GN Sreenivas
    International Journal of Electrical and Computer Engineering 8 (7), 1216-1224 2016
    Citations: 6

  • VSC-HVDC transmission system analysis using neural networks
    J Nandana, PK Murthy, S Durga
    International Journal of Engineering Science and Innovative Technology 2013
    Citations: 5

  • Optimization of association rule mining using hybridized artificial bee colony (ABC) with BAT algorithm
    S Neelima, N Satyanarayana, PK Murthy
    2017 IEEE 7th international advance computing conference (IACC), 831-834 2017
    Citations: 4

  • Electrical Measurements and Measuring Instruments
    S Kamakshaiah, PK Murthy, J Amarnath
    IK International Pvt Ltd 2013
    Citations: 4

  • Power Quality Improvement using 24 pulse Bridge Rectifier for an Isolated Power Generation
    B Gopal, PK Murthy, GN Sreenivas
    International Journal of Advanced and Innovative Research (IJAIR) 1 (3), 32-38 2012
    Citations: 3

  • PERFORMANCE ANALYSIS OF FUZZY LOGIC CONTROLLED HYBRID ACTIVE DC FILTER (HADF) FOR 12-PULSE HVDC CONVERTER
    K YADDANAPUDI, PK MURTHY
    International Journal 9 (2) 2021
    Citations: 2

  • A novel multi-objective firefly algorithm for optimization of association rules
    S Neelima, N Satyanarayana, PK Murthy
    2017 International Conference on Big Data Analytics and Computational 2017
    Citations: 2

  • Internal Fault Diagnosis of Hvdc Converter Transformer Using Wavelet Transform Technique
    PK Murthy, J Amarnath, S Kamakshaiah, BP Singh
    Proceedings of the 16th International Symposium on High Voltage Engineering 2009
    Citations: 2

  • Health assessment of converter transformer pressboard insulation based on FDS and digital image processing
    SS Mopari, DS More, AS Bhalchandra, PK Murthy, KM Jadhav, ...
    Measurement: Sensors 29, 100873 2023
    Citations: 1

  • Estimation of inductance and capacitance parameters of single phase dual winding converter transformer with FEM
    SS Mopari, DS More, PK Murthy, MPS Chawla
    2022 IEEE 11th International Conference on Communication Systems and Network 2022
    Citations: 1

  • Analysis and identification of HVDS system faults using wavelet transforms
    PK Murthy
    Kukatpally 2011
    Citations: 1

  • ANN based internal fault diagnosis of HVDC converter transformer
    PK Murthy, J Amarnath, BP Singh, S Kamakshaiah
    International Journal of Applied Engineering Research 4 (6), 867-877 2009
    Citations: 1

  • Design and Analysis of Shunt Active Power Filter (SAPF) for Non Linear and Unbalanced Loads
    K Yaddanapudi, PK Murthy
    International Journal of Engineering and Advanced Technology (IJEAT), ISSN
    Citations: 1