Subhojit  Ghosh

Department Electrical Engineering
Designation Assistant 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

Control System, Optimization, Soft Computing, Biomedical Engineering

Publications

SCI Journal Publications: 

1. Subhojit Ghosh and Susovon Samanta,"Fixed Structure Compensator Design Using a Constrained Hybrid Evolutionary Optimization Approach", ISA Transactions (an Elsevier publication), DOI: 10.1016/j.isatra.2014.03.008

 

2.  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.

 

3.   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.

 

4. 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.

 

5. 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.

 

6. 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.

 

7. 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.

 

8. 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.

 

9. 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).

 

10. 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).

 

11. 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.

 

12.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.

 

13. 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

 

 14. 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)

 

15.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)

 

 16.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).

 

17.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 pubication)

 

18.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.

 

19. 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.

 

20.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 98–10.

 

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

 

22.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

 

23.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

 

24. 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.

 

25. 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.

 

26. 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


27. 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”, Volume 11, Issue 9, 22 June 2017, p. 2333 – 2341.


28. 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, 10.1049/iet-smt.2017.0270.

Non- SCI 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

 

SCI Journal Publications:

 

1. Subhojit Ghosh and Susovon Samanta,"Fixed Structure Compensator Design Using a Constrained Hybrid Evolutionary Optimization Approach", ISA Transactions (an Elsevier publication), DOI: 10.1016/j.isatra.2014.03.008

 

2.  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.

 

3.   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.

 

4. 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.

 

5. 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.

 

6. 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.

 

7. 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.

 

8. 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.

 

9. 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).

 

10. 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).

 

11. 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.

 

12.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.

 

13. 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

 

 14. 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)

 

15.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)

 

 16.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).

 

17.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 pubication)

 

18.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.

 

19. 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.

 

20.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 98–10.

 

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

 

22.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

 

23.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

 

24. 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.

 

25. 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.

 

26. 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

27. 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”, Volume 11, Issue 9, 22 June 2017, p. 2333 – 2341.

28. 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, 10.1049/iet-smt.2017.0270.

 

 

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

 

Research Projects

Sl. No.

Project Title

Sponsoring Agency

Role

Status

Cost

1

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

2

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

CCOST

Principal Investigator

Ongoing

4.85 Lakhs

3

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

DST

Principal Investigator

Ongoing

4.85 Lakhs

 

Ph.D Guidence

Completed: 03 

Submitted: 01

Ongoing: 05