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Prof. Radhika Sudha

Associate Professor,
Department of Electrical and Electronics Engineering

Power Electronics
Birla Institute of Technology & Science, Pilani
Hyderabad Campus
Jawahar Nagar, Kapra Mandal
Dist.-Medchal-500 078
Telangana, India

Publications

Patent Filed:
  1. Sudha Radhika, Verma Amar Kumar, Surampudi Naren, Filed on May 2021, A System And Method For Real-Time Monitoring Of A Health Condition Of A Machine, Patent number: 202111022555

  2. Sudha Radhika, Verma Amar Kumar, Surampudi Naren, Saurabh Prerna, Inturi Vamsi, GR Sabareesh and S. Rajkumar, Filed on October 2022, CoVDet: An android-based mobile application for an efficient and rapid testing for COVID-19, Patent number: 202211054480

Journals :
  1. Santhi Durganjali Challa, Avinash Gondela, Megha Khurana, Ponnalagu R. N, Sanket Goel, Radhika Sudha " Prediction of PV Cell Parameters at Different Temperatures via ML Algorithms and Comparative Performance Analysis in Multi-physics Environment", Energy Conversion and Management, Elsevier SCI Indexed, Q1, 11.533, Impact factor, 2023
  2. C. Santhi Durganjali, Varaali Chawla, Harini Raghavan, SudhaRadhika,"Design, development, and techno-economic analysis of extreme fast charging topologies using Super Capacitor and Li-Ion Battery combinations", Journal of Energy Storage, SCI Indexed, Q1, 8.907, Impact factor, 2022
  3. A.Ajitha, MaitriGoel, MohitAssudani, Sudha Radhika, Sanket Goel, "Design and development of Residential Sector Load Prediction model during COVID-19 Pandemic using LSTM based RNN", Electric Power Systems Research, SCI IndexedQ1, 3.818 Impact factor, 2022
  4. Amar Kumar Verma, Pallav Devang Raval, Neha Rajagopalan, Vaishnavi Khariya, Sudha Radhika "Development of an AI-based FSA for real-time condition monitoring for industrial machine" ,Neural Computing and Applications, SCI Indexed, Q1, 5.606, Impact factor, 2021
  5. Amar Kumar Verma, Inturi Vamsi, Prerna Saurabh, Radhika Sudha, Sabareesh G.R., Rajkumar S, " Wavelet and deep learning-based detection of SARS-nCoV from thoracic X-ray images for rapid and efficient testing", Expert Systems with Applications, SCI Indexed, Q1, 8.673 Impact factor, 2021, https://doi.org/10.1016/j.eswa.2021.115650
  6. Amar Kumar Verma, Sudha Radhika, " Multi-Level Stator Winding Failure Analysis on the Insulation Material for Industrial Induction Motor", Experimental TechniquesSpringer Nature, SCIE IndexedQ3, 1.167 Impact factor, 2021
  7. Wankhede Pankaj, Sriram Kodeya, Kurra Suresha, Sudha Radhika, "A low cost surface strain measurement system using image processing for sheet metal forming applications", Measurement, Elsevier, SCI Indexed, Q1, 3.927 Impact factor, 2020
  8. Wankhede Pankaj, Tejas Radhakrishnan, Kurra Suresh, Sudha Radhika, "CGA: An image processing based software for surface strain analysis in sheet metal forming", Journal of Strain Analysis for Engineering Design, SAGE publications, Q21.541 Impact factor, 2021
  9. Praveen Kumar Gandla, Vamsi Inturi, Suresh Kurra, Radhika Sudha, "Evaluation of Surface Roughness in Incremental Forming Using Image Processing Based Methods", Measurement, Elsevier, SCI Indexed, Q1, 3.927 Impact factor, 2020
  10. Amar Kumar Verma, Shivika Nagpal, Aditya Desai, Sudha Radhika, "An efficient neural-network model for real-time fault detection in industrial machine", Neural Computing and Applications, SCI Indexed, Q1,
    5.606, Impact factor, 2020
  11. Amar Kumar Verma, PragnyaAkkulu, S V Padmanabhan, SudhaRadhika, "Automatic condition monitoring of industrial machines using FSA-based hall-effect transducer", IEEE Sensors Journal, SCI Indexed, Q1,
    3.303 Impact factor, 2020
  12. Prasanth K. Enaganti, Prabhat K. Dwivedi, Radhika Sudha, Alok K. Srivastava and Sanket Goel, "Underwater Characterization of Amorphous and Monocrystalline Solar Cells in Diverse Water Settings", SCI Indexed, Q1, 3.303 Impact factor, IEEE Sensors Journal, 20, pp 2730 – 2737 (2019).
  13. Sudha Radhika, Yukio Tamura, Masahiro Matsui, 2015. Cyclone damage detection on building structures from pre- and post-satellite images using wavelet based pattern recognition. Journal of Wind Engineering & Industrial Aerodynamics, Elsevier, SCI Indexed, Q1, 4.082 Impact factor, 136, pp. 23 - 33
  14. Sudha Radhika, Yukio Tamura, Masahiro Matsui, 2012. Use of post-storm images for automated tornado-borne debris path identification using texture-wavelet analysis. Journal of Wind Engineering & Industrial Aerodynamics, Elsevier, SCI Indexed, Q1, 4.082 Impact factor, 107, pp. 202-213
  15. Radhika, S., Sabareesh, G., R., Jagadanand, G., Sugumaran V., 2009. Precise wavelet for current signature in 3 phase IM. Journal on Expert Systems with Applications, Elsevier, SCI Indexed, Q1, 8.673 Impact factor, 37, 450-455. 6.
Book Chapter:
  1. Wankhede Pankaj, Tejas Radhakrishnan, Sudha Radhika, Kurra Suresh, 2021, Corner detection of a quadrilateral for strain analysis in sheet metal forming by image processing, Advances in Materials and Processing Technologies, Taylor and Francis Series, https://doi.org/10.1080/2374068X.2021.1878710

  2. Amar Kumar Verma, Aakruti Jain, Sudha Radhika2020. Neuro-fuzzy Classifier for Identification of Stator Winding Inter-turn Fault for Industrial Machine, Lecture Notes in Electrical Engineering, Vol 659, I , B 101-E 110, Springer Book Chapterhttps://link.springer.com/chapter/10.1007%2F978-981-15-4775-1_12

  3. Sudha Radhika, Yukio Tamura, Masahiro Matsui, 2017, Application of Remote Sensing Images for Post-Wind Storm Damage Analysis. Book Chapter to the book entitled "Remote sensing of hydro-meteorological hazards" for Taylor & Francis, Chapter 20

  4. Sudha Radhika, Yukio Tamura, Masahiro Matsui, 2012. Automatic Wind Damage Detection from Remote Sensing Image Signals using Wavelet-based Pattern Recognition, 2012, Wind Effects Bulletin, Japan, Vol17, 19-22.

  5. C. Santhi Durganjali, Sameer Bethanabhotla, Satwik Kasina, Sudha Radhika2018, Recent Developments and Future Advancements in Solar Panels Technology: A Review, IOP, Journal of Physics: Conference Series, Scopus Indexed, doi:10.1088/1742-6596/1495/1/012018

Conferences :
  1. Web Based Application for Quick and Handy Health Condition Monitoring System for a Reliable Wind Power Generation, Oregon Convention Center, Portland, 2021ASME, 2021, https://doi.org/10.1115/IMECE2020-23713

  2. Modelling and Performance Analysis of Different Types of Li-Ion Battery, Oregon Convention Center, Portland, 2021, ASME, 2021, https://doi.org/10.1115/IMECE2020-24404

  3. Modelling of 3D Solar Cell with Finite Volume Discretization, 30th International Photovoltaic Science and Engineering Conference (PVSEC-30) & Global Photovoltaic Conference (GPVC 2020), ICC JEJU Republic of Korea, 2020

  4. Tornado Damage Estimation by Combining Wavelet and CNN Based Technology from UAV (Drone) Database, 54th CMOS Congress, Canadian Meteorological and Oceanographic Society (CMOS), Ottawa, Canada , 2020

  5. Neuro-Fuzzy Classifier for Identification of Stator Winding Inter-turn Fault for Industrial Machine, Mosicom2020: International Conference on Modelling Simulation & Intelligent Computing, Dubai, UAE, 2020

  6. IoT based system for residential peak load management and monitoring of connected load, ETAEERE-2020: Emerging trends and advances in Electrical Engineering and Renewable Energy, Bhubaneswar, India, 2020

  7. Estimation of Flooded Areas using SAR and False Color Remote Sensing Images with the Application of Wavelet and Multi-thresholding, International Conference on Intelligent Computing and Signal Processing (IntelliSig2019), Central University of Kerala, India, 2019

  8. K-Nearest Neighbors and Grid Search CV Based Real Time Fault Monitoring System for Industries, IEEE International Conference for Convergence in Technology 2019, Pune, India, 2019

  9. Database Designing for Wind Storm Damaged Building Roof Structures from Remote Sensing Images, The 15th International Conference on Wind Engineering, Beijing, China, 2019

  10. Iceberg detection using SAR imagery, IEEE International Conference on Image Information Processing (ICIIP), 2019, Shimla, India, 2019

  11. Recent Developments and Future Advancements in Solar Panels Technology: A Review, International Conference on Multifunctional Materials (ICMM-2019), Hyderabad, India, 2019

  12. PV cell performance with varying temperature levels, IEEE Global Conference for Advancement in Technology, 2019, Bangalore, India, IEEE Xplore, https://doi.org/10.1109/GCAT47503.2019.8978302

  13. Determination of Degree of Damage on Building Roofs Due to Wind Disaster from Close Range Remote Sensing Images Using Texture Wavelet Analysis, 2018, IGARSS2018, IEEE conference by Geoscience and Remote Sensing Society, 2018, Valencia, Spain, IEEE Xplore (Scopus Indexed) pp 3366-3369 DOI: 10.1109/IGARSS.2018.8519282

  14. Wavelet based fault detection and diagnosis using online MCSA of stator winding faults due to insulation failure in industrial induction machine, IEEE Recent Advances in Intelligent Computational Systems (RAICS 2018), Kerala, India, 2018

  15. Random forest based real time fault monitoring system for industries, International Conference on Computing Communication and Automation (ICCCA), Noida, India, 2018

  16. Application of Remote Sensing Images for Natural Disaster Mitigation using Wavelet based Pattern Recognition Analysis, 2016, IGARSS2016, IEEE conference by Geoscience and Remote Sensing Society, 2016, Beijing, China (Travel funded by DST Travel Grant)

  17. Remote Sensing Image (RSI) Processing for Automatic Detection of Meteorological Disasters Using Texture-Wavelet Analysis, 2016, Vikram Sarabhai Space Centre, ISRO, (Indian Space Research Organization), Trivandrum, Kerala, India

  18. Advanced Computational Techniques for Automatic Detection of Damaged Roof Structures after Natural Disaster In Proc of 8th National Conference on Wind Engineering NCWE 2016, Varanasi, India

  19. Application of Remote Sensing Images for Automatic Natural Disaster Location Identification, 2014. In Proc of Andhra Pradesh Academy of Science, Golden Jubilee Science Congress APAS 2014, Indian Institute of Chemical Technology, IICTHyderabad, India

  20. Designing of Flutter Power Generator from Green Power. In Proc of 7th National Conference on Wind Engineering NCWE 2014, Thapar University, Patiala, India

  21. Strong Wind-Damaged Roof Detection from Post-Storm Aerial Images. In Proc of The Eighth Asia-Pacific Conference on Wind Engineering APCWE8, 2013, Chennai, India

  22. Texture-Wavelet Analysis for Automating Wind Damage Detection from Aerial Imageries. In Proc of IEEE International Advance Computing Conference, IACC, 2013, Ghaziabad, India

  23. Automated detection of tornado damage to building structures from aerial imageries using color invariant features. In Proc of 13th International Conference on Wind Engineering, ICWE13, 2011, Amsterdam, Netherland

  24. Tracking the foot prints of tornado damages from post-storm aerial imageries by texture-wavelet analysis, 2011. In Proc of International Symposium on Wind Engineering (ISWE5), Shinjuku, Japan

  25. Post-storm satellite images to trace tornado damage path from the wind borne debris deposits. The Second Asia/Oceania Meteorological Satellite Users’ Conference 2011, Tokyo, Japan

  26. Using wavelets as an effective alternative tool for wind disaster detection from satellite images, 2010. In Proc of 5th International Symposium on Computational Wind Engineering, CWE2010, May 23-27, North Carolina, U.S.A

  27. Wind disaster detection from satellite and aerial imageries using wavelet feature extraction and latest pattern recognition techniques. In Proc of 1st India-Japan Symposium on Emerging Technologies, 2010, organised by Indian Scientist Association Japan (ISAJ), Indian Embassy, Kudanshita, Japan

  28. New Generation Pattern Classification for Fault Diagnostics and Prediction in Induction Motors, 2007. In Proc of International conference on modelling and simulation, Coimbatore, India

Articles Published:
  1. A selective review on the Pattern Recognition techniques in Online Condition Monitoring. IEEE MasLink, Nov2006