Subhojit  Ghosh

Department Electrical Engineering
Designation Associate Professor
Educational Qualification M.E (BIT Mesra), Ph.D (IIT Kharagpur)
E-Mail aceghosh@gmail.com, sghosh.ele@nitrr.ac.in
Contact Number 08225817389
Areas of Interest

Optimization, System Modeling and Control, Renewable Energy, Cyber Physical System

Publications

SCI(E) Journal Publications: 

  1. N. Agrawal, S. Samanta and S. Ghosh, "Optimal State Feedback-Integral Control of Fuel-Cell Integrated Boost Converter," in IEEE Transactions on Circuits and Systems II: Express Briefs, doi: 10.1109/TCSII.2021.3117716.
  2. Mano Ranjan Kumar, Subhojit Ghosh, Shantanu Das, “Analytical Formulation for Power Energy and Efficiency Measurement of Ultracapacitor Using Fractional Calculus”, IEEE Transactions on Instrumentation and Measurement, DOI: 10.1109/TIM.2019.2899479.
  3. K. D. Rao, A. H. Chander and S. Ghosh, "Robust Observer Design for Mitigating the Impact of Unknown Disturbances on State of Charge Estimation of Lithium Iron Phosphate Batteries Using Fractional Calculus," in IEEE Transactions on Vehicular Technology, vol. 70, no. 4, pp. 3218-3231, April 2021, doi: 10.1109/TVT.2021.3066249.
  4. Phani Teja Bankupalli ; Subhojit Ghosh ; Lalit Kumar Sahu ; Susovon Samanta ; Sachin Jain Operational Adaptability of PEM Fuel Cell for Optimal Voltage Regulation with Maximum Power Extraction, IEEE Transactions on Energy Conversion ( Early Access ), 10.1109/TEC.2019.2949754
  5. K. D. Rao, S. Ghosh and M. R. Kumar, "Optimal Charging Profile Design for Attaining Desired State of Charge in Symmetric Electrochemical Capacitor with Efficiency Analysis," in IEEE Transactions on Industry Applications, doi: 10.1109/TIA.2021.3089456.
  6. N. Agrawal, S. Samanta and S. Ghosh, "Modified LQR Technique for Fuel Cell Integrated Boost Converter," in IEEE Transactions on Industrial Electronics, doi: 10.1109/TIE.2020.3000096.
  7. K. Dhananjay Rao, S. Ghosh, S. Das and M. R. Kumar, "Transient Behavior Modeling-Based Hysteresis-Dependent Energy Estimation of Ultracapacitor," in IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 9, pp. 6455-6464, Sept. 2020, doi: 10.1109/TIM.2020.2971290.
  8. M. Manohar, E. Koley and S. Ghosh, "Stochastic Weather Modeling-Based Protection Scheme for Hybrid PV–Wind System With Immunity Against Solar Irradiance and Wind Speed," in IEEE Systems Journal, doi: 10.1109/JSYST.2020.2964990.
  9. S. Lavety, R. Keshri, S. Ghosh and M. A. Chaudhari, "Non-Linear Model and Parameter Extraction for Charge/discharge Behavior of Valve Regulated Lead-Acid Battery," in IEEE Transactions on Energy Conversion, doi: 10.1109/TEC.2021.3062087.

10.  P. K. Jena, S. Ghosh and E. Koley, "A Binary-Optimization-Based Coordinated Cyber-Physical Attack for Disrupting Electricity Market Operation," in IEEE Systems Journal, doi: 10.1109/JSYST.2020.3023859.

11.  P. K. Jena, S. Ghosh and E. Koley, "Identification of Optimal Sensor Location Based on Trade-Off Approach to Improve Resiliency of Electricity Market in Smart Grid," in IEEE Sensors Journal, doi: 10.1109/JSEN.2021.3078267.

12.  Prasanta Kumar Jena, Subhojit Ghosh, Ebha Koley, Design of a coordinated cyber-physical attack in IoT based smart grid under limited intruder accessibility, International Journal of Critical Infrastructure Protection (an Elsevier publication),Volume 35,2021,100484, https://doi.org/10.1016/j.ijcip.2021.100484.

13.  Phani Teja Bankupalli, Subhojit Ghosh, Lalit Kumar Sahu & Atul Kumar Dwivedi (2021) Piecewise temperature dependent electrical equivalent modeling of PEM fuel cell for power conditioning unit design using fuzzy clustering and hybrid optimization, Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, DOI: 10.1080/15567036.2021.1903619

14.  Shankarshan Prasad Tiwari, Ebha Koley, Subhojit Ghosh, Communication-less ensemble classifier-based protection scheme for DC microgrid with adaptiveness to network reconfiguration and weather intermittency,Sustainable Energy, Grids and Networks,Volume 26,2021,100460,ISSN 2352-4677,https://doi.org/10.1016/j.segan.2021.100460.

15.  P. K. Jena, S. Ghosh,  E. Koley and Murli Manohar. An Ensemble Classifier Based Scheme for Detection of False Data Attacks Aiming at Disruption of Electricity Market Operation. Journal of Network and System Management 29, 43 (2021). https://doi.org/10.1007/s10922-021-09610-y

16.  Murli Manohar, Ebha Koley, Subhojit Ghosh, Dusmanta Kumar Mohanta,  and R. C. Bansal, “Spatio-temporal information based protection scheme for PV integrated microgrid under solar irradiance intermittency using deep convolutional neural network”  International Journal of Electrical Power & Energy Systems (an Elsevier publication), Volume 116, March 2020

17.  Murli Manohar, Ebha Koley, Subhojit Ghosh, “Microgrid protection under weather uncertainty using joint probabilistic modeling of solar irradiance and wind speed, Computers and Electrical Engineering (an Elsevier publication), Volume 86, November 2018, 106684.

18.  Manoranjan Dash, Narendra D.Londhe, Subhojit Ghosh, Ritesh Raj, Rajendra S.Sonawane, A cascaded deep convolution neural network based CADx system for psoriasis lesion segmentation and severity assessment, Applied Soft Computing (an Elsevier publication), Vol. 91, June 2020, 106240

19.  Manoranjan Dash, Narendra D.Londhe, Subhojit Ghosh, Vimal K.Shrivastava, Rajendra S.Sonawane, Swarm intelligence based clustering technique for automated lesion detection and diagnosis of psoriasis, Computational Biology and Chemistry (an Elsevier publication), Vol. 86, June 2020, 107247

20.  Mano Ranjan Kumar, Subhojit Ghosh and Shantanu Das, "A Hybrid Optimization Based Approach for Parameter Estimation and Investigation of Fractional Dynamics in Ultracapacitors", Circuits Systems and Signal Processing (in press), DOI: 10.1007/s00034-016-0254-2.

21.  Ebha Koley, Khushaboo Verma and Subhojit Ghosh, An improved fault detection classification and location scheme based on wavelet transform and artificial neural network for six phase transmission line using single end data only, Springer Plus 2015, DOI: 10.1186/s40064-015-1342-7

22.  Atul K Dwivedi, Subhojit Ghosh, Narendra D. Londhe, “Low power 2D FIR Filter Design using Modified Artificial Bee Colony Algorithm with experimental validation using FPGA,” IET Science, Measurement & Technology ( DOI:  10.1049/iet-smt.2016.0069)

23.  Atul K Dwivedi, Subhojit Ghosh, Narendra D. Londhe, “Low power FIR filter design using Hybrid Artificial Bee Colony Algorithm with experimental validation over FPGA,” Circuits, Systems & Signal Processing (DOI:10.1007/s00034-016-0297-4)

24.  Atul K Dwivedi, Subhojit Ghosh, Narendra D. Londhe, “A Modified Artificial Bee Colony Optimization based FIR filter Design with Experimental Validation using FPGA,” IET Signal Processing (DOI: 10.1049/iet-spr.2015.0214).

25.  Ebha Koley, Raunak Kumar and Subhojit Ghosh, “Low cost microcontroller based fault detector, classifier, zone identifier and locator for transmission lines using wavelet transform and artificial neural network: A hardware co-simulation approach” International Journal of Electrical Power and Energy Systems, doi: 10.1016/j.ijepes.2016.02.015(Elsevier publication)

26.  R. K. Chaurasiya, N. D. Londhe and S. Ghosh. “Binary DE based Channel selection and Weighted-Ensemble of SVM Classification for Novel Brain-Computer Interface using Devanagari Script Based P300 Speller Paradigm”. International Journal of Human Computer Interaction (Taylor & Francis) - Accepted- June, 2016.

27.  Atul K Dwivedi, Subhojit Ghosh, Narendra D. Londhe , Low power FIR filter design using modified multi-objective artificial bee colony algorithm, Engineering Applications of Artificial Intelligence (an elsevier publication), Vol. 55, October 2016, pp. 58-69.

28.  Mano Ranjan Kumar, Subhojit Ghosh and Shantanu Das, Frequency dependent piecewise fractional-order modelling of ultracapacitors using hybrid optimization and fuzzy clustering, Journal of Power Sources, Volume 335, 15 December 2016, Pages 98–104.

29.  Ebha Koley, Khushaboo Verma and Subhojit Ghosh, A modular neuro-wavelet based non-unit protection scheme for zone identification and fault location in six-phasetransmission line, Neural Computing and Applications, pp 1–17(doi:10.1007/s00521-016-2566-3)

30.  Chaurasiya, Rahul Kumar, Narendra D. Londhe, and Subhojit Ghosh. "A Novel Weighted Edit Distance-Based Spelling Correction Approach for Improving The Reliability of Devanagari Script-Based P300 Speller System." IEEE-Access Journal, 4 (2016): 8184-8198. DOI: 10.1109/ACCESS.2016.2614494

31.  Chaurasiya, Rahul Kumar, Narendra D. Londhe, and Subhojit Ghosh. "Multi-objective Binary DE algorithm for Optimizing the Performance of Devanagari Script-Based P300 Speller." Biocybernetics and Biomedical Engineering (Elsevier).37.3 (2017): 422-431. DOI: https://doi.org/10.1016/j.bbe.2017.04.006

32.  Subrat Kumar Swain, Debdoot Sain, Sudhansu Kumar Mishra, Subhojit Ghosh."Real time implementation of fractional order PID controllers for a magnetic levitation plant.",AEU - International Journal of Electronics and Communications (an elsevier publication), Volume 78, August 2017, Pages 141-156.

33.  Mano Ranjan Kumar, Subhojit Ghosh, Shantanu Das. “Charge-discharge energy efficiency analysis of ultracapacitor with fractional-order dynamics using hybrid optimization and its experimental validation”, AEU - International Journal of Electronics and Communications (an elsevier publication), Volume 78, August 2017, Pages 274-280.

34.  Mano Ranjan Kumar,Vishwa Deepak, Subhojit Ghosh,“Fractional-order controller design in frequency domain using an improved nonlinear adaptive seeker optimization algorithm”, Turk J Elec Eng & Comp Sci (2017) 25: 4299 – 4310

35.  Ebha Koley, Sunil K. Shukla, Subhojit Ghosh, Dusmanta K. Mohanta. “Protection scheme for power transmission lines based on SVM and ANN considering the presence of non-linear loads”, IET Generation, Transmission and Distribution, Volume 11, Issue 9, 22 June 2017, p. 2333 – 2341.

36.  Murli Manohar, Ebha Koley, Subhojit Ghosh. “A Reliable Protection Scheme for PV Integrated Microgrid Using an Ensemble Classifier Approach with Real Time Validation”, IET Science, Measurement & Technology, Vol. 12, Issue 2, 2018, pp. 200-208.

37.  Suraj ,Rakesh Kumar Sinha , Subhojit Ghosh " Jaya Based ANFIS for Monitoring of Two Class Motor Imagery Task." IEEE-Access Journal, 4 (2016): 9273-9282. DOI: 10.1109/ACCESS.2016.2637401.

38.  Phani Teja Bankupalli, Subhojit Ghosh, Lalit Kumar, Susovon Samanta “Fractional order modeling and two loop control of PEM fuel cell for voltage regulation considering both source and load perturbations”, International Journal of Hydrogen Energy(an Elsevier publication), Volume 43, Issue 12, 22 March 2018, Pages 6294-6309.

39.  Atul Kumar Dwivedi, Subhojit Ghosh, Narendra D. Londhe,Review and Analysis of Evolutionary Optimization-Based Techniques for FIR Filter Design, Circuits Systems and Signal Processing, October 2018, Volume 37, Issue 10, pp 4409–4430.

40.  Sunil Kumar Shukla, Ebha Koley, Subhojit Ghosh, A hybrid wavelet–APSO–ANN-based protection scheme for six-phase transmission line with real-time validation, Neural Computing and Applications, doi.org/10.1007/s00521-018-3400-x.

41.  Soumya Ranjan Mahapatro, Bidyadhar Subudhi and Subhojit Ghosh, Design and real‐time implementation of an adaptive fuzzy sliding mode controller for a coupled tank system, International Journal of Numerical Modelling, Electronic Networks, Devices and Fields, Volume 32, Issue 1,January/February 2019,e2485

42.  Murli Manohar, Ebha Koley and Subhojit Ghosh, “Enhancing resilience of PV-fed microgrid by improved relaying and differentiating between inverter faults and distribution line faults” International Journal of Electrical Power & Energy SystemsVolume 108, June 2019, Pages 271-279.

43.  Murli Manohar, Ebha Koley, Subhojit Ghosh, “Enhancing the reliability of protection scheme for PV integrated microgrid by discriminating between array faults and symmetrical line faults using sparse auto encoder” IET Renewable Power Generation, Volume 13, Issue 2, 04 February 2019, p. 308 – 317.

44.  Murli Manohar, Ebha Koley, Subhojit Ghosh, “Microgrid protection under wind speed intermittency using extreme learning machine” Computers & Electrical Engineering, Volume 72, November 2018, Pages 369-382.

45.  Sunil K Shukla, Ebha Koley, Subhojit Ghosh, “DC offset estimation-based fault detection in transmission line during power swing using ensemble of decision tree” IET Science, Measurement & Technology, Volume 13, Issue 2, March 2019, p. 212 – 222.

46.  Lalit Kumar Sahu  , Hema Chander Allamsetty  , Subhojit Ghosh , “Performance Analysis of Multiple Input Converter for Standalone Photovoltaic System”, IET Power Electronics, Volume 12, Issue 5, 01 May 2019, p. 1295 – 1306.

47.  Subhojit Ghosh and Susovon Samanta,"Fixed Structure Compensator Design Using a Constrained Hybrid Evolutionary Optimization Approach", ISA Transactions (an Elsevier publication), Volume 53, Issue 4, July 2014, Pages 1119-1130.

48.  Phani Teja Bankupalli, Subhojit Ghosh, Lalit Kumara, Susovon Samanta “A Non-Iterative Approach for Maximum Power Extraction from PEM Fuel Cell using Resistance Estimation”, Energy Conversion and Management(an Elsevier publication), Volume 187, Issue 1, March 2019, Pages 565-577.

49.  Manoranjan Dash, Narendra D. Londhe, SubhojitGhosh, Ashish Semwal, Rajendra S.Sonawan, “PsLSNet: Automated Psoriasis Skin Lesion Segmentation using Modified U-Net-Based Fully Convolutional Network”, Biomedical Signal Processing and Control(an Elsevier publication), Volume 52, July 2019, Pages 226-237.

50.  Sunil K Shukla, Ebha Koley, Subhojit Ghosh, “Enhancing the Reliability of Six Phase Transmission Line Protection Using Power Quality Informatics with Real-Time Validation”, International transaction on electrical energy system, (Accepted), 2019

51.  K. Dhananjay Rao, Subhojit Ghosh, Shantanu Das, Mano Ranjan Kuma, “A fractional calculus based generalized design scheme for very low-frequency oscillator using spline interpolation with sensitivity analysis”, Communications in Nonlinear Science and Numerical Simulations(an Elsevier publication), (Accepted), 2019

52.  Subhojit Ghosh and S Maka, “A Constrained Sub-Optimal Controller for Glucose Regulation in Type 1 Diabetes Mellitus”, Optimal Control Applications and Methods (a John Wiley publication), DOI: 10.1002/oca.2063.

53.  Subhojit Ghosh, “A Differential Evolution Based Approach for Estimating Minimal Model Parameters from IVGTT Data ”, Computers in Biology and Medicine (an Elsevier publication), DOI: 10.1016/j.compbiomed.2013.12.014.

54.  Sunil K. Shukla, Ebha koley, and Subhojit Ghosh“A novel approach based on line inequality concept and sine cosine algorithm for estimating optimal reach setting of quadrilateral relays” Arabian Journal for Science and Engineering,15 July 2019, https://doi.org/10.1007/s13369-019-04004-4.

55.  S.Ghosh and S.Maka, “Genetic Algorithm Based NARX model Identification for Evaluation of Insulin Sensitivity”, Applied Soft Computing (an Elsevier publication), Vol. 11, Issue 1, pp. 221-226, 2011.

56.  Murli Manohar, Ebha Koley, Subhojit Ghosh, Dusmanta Kumar Mohanta,  and R. C. Bansal, “Spatio-temporal information based protection scheme for PV integrated microgrid under solar irradiance intermittency using deep convolutional neural network”  International Journal of Electrical Power & Energy Systems, Volume 116, March 2020.

57.  S.Ghosh and S.Gude, “A Genetic Algorithm Tuned Optimal Controller for Glucose Regulation in Type 1 Diabetic Subjects”, International Journal for Numerical Methods in Biomedical Engineering (a John Wiley publication), Vol. 2, Issue 8, 2012, pp. 877-889.

58.  S.Ghosh and S.Maka, “A NARX Modeling Based Approach for Evaluation of Insulin Sensitivity”, Biomedical Signal Processing and Control, (an Elsevier publication), Vol 4, Issue 1, 49-56, 2009.

59.  S.Ghosh and S.Maka, “A Fuzzy Clustering Based Technique for Piecewise Affine Approximation of a Class of Nonlinear Systems”, Communications in Nonlinear Science and Numerical Simulation (an Elsevier publication), Vol. 15, Issue 9, 2010, pp. 2235-2244.

60.  S.Ghosh and S.Maka, “Analysis of Glucose Regulation Using Fuzzy Clustering Based Piecewise Affine Approximation Approach”, Journal of Biological Systems, Vol. 18, Issue 2, pp. 299-324.

61.  S. Kumar, S .Ghosh, S. Tetarway and R.K. Sinha, “Support vector machine and fuzzy C-mean clustering-based comparative evaluation of changes in motor cortex electroencephalogram under chronic alcoholism”, Medical and Biological Engineering and Computing ,(DOI 10.1007/s11517-015-1264-0).

62.  Suraj, P. Tiwari, S. Ghosh and R. K. Sinha,  Classification of Two Class Motor Imagery Tasks Using Hybrid GA-PSO Based 𝐾-Means Clustering, Computational Intelligence and Neuroscience (dx.doi.org/10.1155/2015/945729).

63.  Subhojit Ghosh and Prateek Puri, “A Hybrid Optimization Approach for PI Controller Tuning Based on Gain and Phase Margin Specifications”, Swarm and Evolutionary Computation (an Elsevier publication), Vol. 8, Feb 2013, pp. 69-78.

64.  Gupta G.S., Dave G.B., Tripathi P.B., Mohanta D.K., Ghosh S. and Sinha R.K., Brain computer interface controlled automatic electric drive for neuro-aid system, Biomedical Signal Processing and Control, Volume 63, January 2021, 102175

65.  A.Hema Chander, L. Kumar Sahu, S. Ghosh and K. K. Gupta, "Comparative analysis on selection and synthesis of multiple input converters: a review," in IET Power Electronics, vol. 13, no. 4, pp. 611-626, 18 3 2020, doi: 10.1049/iet-pel.2019.0732.

66.  A.Hema Chander, L. K. Sahu and S. Ghosh, "Stand-alone multiple input photovoltaic inverter for maximum power extraction and voltage regulation under mismatched atmospheric conditions," in IET Renewable Power Generation, vol. 14, no. 9, pp. 1584-1595, 6 7 2020, doi: 10.1049/iet-rpg.2018.6081.

67.  Tirupathi Rao Althi, Ebha Koley, Subhojit Ghosh“Protection of six-phase transmission line using recursive estimation of non-linear autoregression model coefficients and decision tree,” IET Science, Measurement & Technology (DOI:10.1049/iet-smt.2019.0282)

68.  Manoranjan Dash, Narendra Digambar Londhe, Subhojit Ghosh, Ritesh Raj and Rajendra Sonawane, “Psoriasis Lesion Detection Using Hybrid Seeker Optimization Based Image Clustering,” Current Medical Imaging, Jan 2021.

69.  Sunil K Shukla, Ebha Koley, Subhojit Ghosh, “Grey wolf optimization-tuned convolutional neural network for transmission line protection with immunity against symmetrical and asymmetrical power swing” Neural Computing and Applications, 32, pages17059–17076(2020)



 

Non- SCI (Scopus indexed) Journal Publications: 

1. Rakesh Kumar Sinha, Yogender Aggarwal, Subhojit Ghosh and Nandita Chakrabarti,“K Nearest Neighborhood Approach to Identify Level of Left Ventricular Ejection Fraction from Phonocardiogram”, Journal of Clinical Engineering, Vol. 38, Issue 2, pp. 75-78, 2013. 

2. Yogender Aggarwal, Nishant Singh, Subhojit Ghosh and Rakesh Kumar Sinha, "Eye Gaze Induced Mental Stress Alters the Heart Rate Variability Analysis", Journal of Clinical Engineering, Vol. 39, Issue 2, pp. 79-89, 2014

3. Gauri Shanker Gupta, Rakesh Kumar Sinha, Subhojit Ghosh, Classification and feature extraction of EEG signal through sf filtering and KC-SVM classifier: a proposal, Biomedical Engineering- Applications, Basis and Communications, 29: 1750024.

4. Gauri Shanker Gupta, Rakesh Kumar Sinha, Subhojit Ghosh, General concepts on EEG based brain computer interface systems: a review, Journal of Clinical Engineering,2017, 42:170-188.

5. S Kumar, S Ghosh, RK Sinha, Using Computational Classifiers to Detect Chronic Alcoholism, Journal of Clinical Engineering 41 (2), 90-94

 

 

Book Chapter

1. M Manohar, E Koley, S Ghosh (2020) An Efficient MPPT and Reliable Protection Scheme for PV-Integrated Microgrid Under Partial Shading and Array Faults. In: Eltamaly A., Abdelaziz A. (eds) Modern Maximum Power Point Tracking Techniques for Photovoltaic Energy Systems. Green Energy and Technology. Springer

 

2. Manohar M., Koley E., Kumar Y., Ghosh S. (2018) Discrete Wavelet Transform and kNN-Based Fault Detector and Classifier for PV Integrated Microgrid. In: Kolhe M., Trivedi M., Tiwari S., Singh V. (eds) Advances in Data and Information Sciences. Lecture Notes in Networks and Systems, vol 38. Springer, Singapore

Other Info.

Work Experience

March 2003 to October 2011: BIT Mesra, Lecturer/Asst. Professor

October 2011 to May 2013: NIT Rourkela, Asst. Professor

May 2013 to till date: NIT Raipur, Asst. Professor/ Asso. Professor

 

Research Projects

Sl. No.

Project Title

Sponsoring Agency

Role

Status

Cost

1

Detection of Data Attacks and Design of resistance mechanism in smart grids

ICPS, DST

Principal Investigator

Ongoing

66.47 Lakhs

2

Hydrid optimization based fraction order fuel modeling and online parameter estimation with design of adaptive controller for integrated power converters

Naval Research Board, DRDO

Principal Investigator

Ongoing

34.79 Lakhs

3

Microcontroler based implementation of mathematical model of insulin section for automated glucose regulation

CCOST

Principal Investigator

Complted

4.85 Lakhs

4

Development of a Circuit Based Model for the Analysis of Glucose Regulation System

DST

Principal Investigator

Completed

4.85 Lakhs

5

Ensuring Optimal Utilization of Solar Water Pumps in Rural Chhattisgarh

U.S. Department of State to University of Nebraska at Omaha (UNO) with Center for Strategic and International Studies (CSIS)

Co-Principal Investigator

Ongoing

USD 30,595

 

Ph.D Guidance

Completed: 07

 

Award:

1. Received "NIT Raipur Best Faculty Award 2020" award on Foundation Day Celebration of National Institute of Technology Raipur held on December 1, 2020 in Raipur, C.G., INDIA

2.Best paper award: Sai Sowmya Nagam, Ebha Koley and Subhojit Ghosh, "Artificial neural network based fault locator for three phase transmission line with STATCOM", IEEE International Conference on Computational Intelligence and Computing Research ( IEEE ICCIC-2017), Venue: Tamilnadu College of Engineering, Coimbatore , Tamil Nadu, India, 14 to 16, December 2017.