Educational Qualifications:
- B. Tech – College of Engineering,Vadakara (2000-2004)
- M. Tech – Noorul Islam College of Engineering (2008-2010)
- PhD – Anna University, Chennai
RESEARCH INTEREST:
- Fuzzy Logic Controllers
- Neural Networks
- Digital Image Processing
- Artificial Intelligence
- Machine Learning
- Optimization
WORK EXPERIENCE:
- Muthoot Institute of Science & Technology, Varikoli, Ernakulam 1-11-2013 to Present
- Toc H Institute of Science &Technology, Arakkunnam, EKM 02-01-2007 to 31-10-2013 – 6yrs 10 months
- Mangalam College of Engineering, Ettumanoor Kottayam, 01-03-2005 to 02-01-2007 – 1 yr 10 months
ACHIEVEMENTS:
- Copyright for “Bio Inspired Algorithm for Proton Exchange Membrane Fuel Cell Performance Optimization” (Diary No: 9712/2020-CO/L), Government of India. (Registered)
- ‘A Method for Maintaining Polymer Electrolyte Membrane Fuel Cell Under Optimum Operating Conditions’ Australian Innovation Patent– Patent number: 2021100115 Granted
- Copyright for “Sensor Based Monitoring of the Micro Constituents of Cutting Fluid During Machining Process Using Bale of Turtles Algorithm” (24619/2021-CO/L) (Granted on 23.03.2.22.)
MOOC certificates and badges
- Image Processing Onramp certificate from Mathworks on 22/01/2025
- NPTEL Certificate for “Introduction to Machine learning” on September 2024 (8 weeks course)
- IBM badge on ” Deep Learning Essentials with Keras” on April 9th 2020.
- Introduction to Deep Learning & Neural Networks with Keras -Coursera (April 2020)
- AI for everyone- Coursera on April 4th 2020.
- IBM mastery award on “Artificial Intelligence” on 22nd June 2019.
Paper publications
- Dhanya, S,Vargheese Paul & Rani, Thottungal 2019, ‘Mathematical Modelling of Polymer Electrolyte Membrane Fuel Cell and Fuzzy-Based Intelligent Controllers for Performance Enhancement’ Computers and Electrical Engineering, vol 77, pp 354-365.(Annexure 1-Indexed in Scopus and Science Citation Index Expanded- Impact Factor 2.189)
- Anand, H.S., Dhanya, S., Manoj Kumar, K., Anjali, S.V. (2024). Coronary Vessel Segmentation in X-ray Using U-Net. In: Sharma, H., Shrivastava, V., Tripathi, A.K., Wang, L. (eds) Communication and Intelligent Systems. ICCIS 2023. Lecture Notes in Networks and Systems, vol 969. Springer, Singapore. https://doi.org/10.1007/978-981-97-2082-8_5
- S. V. Anjali, B. Paul, S. Dhanya and A. Pradeep, “Performance Analysis of Leach and Pegasis Routing Protocols in a Wireless Sensor Networks for Smart Water Quality Monitoring,” 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kamand, India, 2024, pp. 1-6, doi:10.1109/ICCCNT61001.2024.10724635.
- Anjali, S. V., and S. Dhanya. “Fish feed dispenser using drone and iot based water quality monitoring system in sea cage aquaculture.” AIP Conference Proceedings. Vol. 3031. No. 1. AIP Publishing, 2024.
- Dhanya, S., et al. “Designing an intelligent controller for improving PEM fuel cell efficiency.” Intelligent Information and Database Systems: Recent Developments 11 (2020): 387-395
- Hareendran, S. Anand, et al. “Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients.” Advances in Swarm Intelligence: 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings 11. Springer International Publishing, 2020.
- S. AnandHareendran, 2020, “Validation of the Optimum Parameter for 500W PEM Fuel CellUsing Machine Learning Tool WEKA selected for CSMCS-2020”, NIT Calicut,which would be published in the American Institute of Physics (AIP) Conference Proceedings.
- Hareendran, S. Anand, S, Vinod Chandran,2020. “Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients.” International Conference on Swarm Intelligence. Springer, Cham, . doi: 10.1007/978-3-030-53956-6_53
- Anjali S V, Dhanya S, Athira KS, Anjana Mohan, Donna Joy, Josna Antony 2019,“Microwave Antenna Array For Breast Cancer Detection” State Technological Congress Ketcon ,Conference Procedings, Volume 5.pp 113-116.
- Dhanya Sreedharan, Varghese Paul, RaniThottungal,2019,” Impact of Optimized Value for Relative Humidity at Cathode in PEMFC for Improved Stack Performance”, International Conference on Advanced Communication & Computational Technology- ( ICACCT – 2019 ) 6-7 Decembern, NIT Kurukshetra, INDIA(to be published in book series of Springer, Lecture Notes in Electrical Engineering (LNEE) Indexed in SCOPUS (Springer, Germany).
- Dhanya S,J. Subramanian, M. S. A, S. George, and A. H. S,2019, “Performance comparison of Honey Bee Mating Optimization algorithms for Fuel Cell operating parameters,” Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Palladam, India,pp. 361-366, doi: 10.1109/I-SMAC47947.2019.9032673.
- Dhanya S., Thottungal R., Paul V., Anand Hareendran S.2019, ”Designing an Intelligent Controller for Improving PEM Fuel Cell Efficiency” Intelligent Information and Database Systems: Recent Developments”. ACIIDS . Studies in Computational Intelligence, vol 830. Springer, Cham doi.org/10.1007/978-3-030-14132-5_31
- S Dhanya ; P.E. Ameenudeen ; Aiswarya Vasudev ; Alisha Benny ; Saumya Joy,2018 “ Automated Accident Alert” International Conference on Emerging Trends and Innovations In Engineering And Technological Research (ICETIETR). 1-6, doi: 10.1109/ICETIETR.2018.8529127.
- Anjali S. V ; Nidhin Shaji ; Dhanya S ; Nikhil Biju ; Elsa Maria George, 2018,“Analysis of VOC Using Sensor Array for Early Detection of Breast Cancer” , International Conference on Emerging Trends and Innovations In Engineering And Technological Research (ICETIETR) :pp 1-4. doi: 10.1109/ICETIETR.2018.8529101
- S, Ashma Vincent, Mariya Ginu Varghese,Jerina Jose, Mainu Aokan 2017,“Communication Aid For Paralyzed”, IJARIIE , ISSN(O)-2395-4396 Vol-3 Issue-2
- S,Dr.Varghese Paul , “Fuzzy-PID controller for PEM Fuel cell in automobile application” IOSR Journal of Electronics & Communication Engineering (IOSR-JECE) ISSN(e) : 2278-1684 ISSN(p) : 2320-334X, PP 63-68
- S,Vinu.R,Varghese Paul,2011,“A Survey of Fuel cell types & its applications”26th Indian Engineering congress Hosted by The Institution of Engineers(India) ,December, Banglore.
Workshops & Training programmes
- Participated in the workshop on “Teaching Skills In Engineering Educatio” conducted by National Institute of Technical Teachers Training & Research(NITTTR) at Toc-H Institute of Science & Technology ,Arakkunnam, Kerala during March 2007.
- Participated in the workshop on “VLSI Solutions using FPGA” conducted jointly by Department of Electronics & communication at Toc-H Institute of Science & Technology ,Arakkunnam, Kerala during March 2007.
- Participated in the short term training programme on “Neural Networks & Fuzzy Logic” approved by Directorate of Technical Education, Government of Kerala and sponsored by Technical Education Quality Improvement Programme Government of India during June2007.
- Participated in the interactive session on “Management Development Programme” organized by Department of Management Studies at Toc-H Institute of Science & Technology ,Arakkunnam, Kerala during December 2007.
- Participated in the short term course on “Student Evaluation” conducted by National Institute of Technical Teachers Training & Research(NITTTR) at Toc-H Institute of Science & Technology ,Arakkunnam, Kerala during May 2008.
- Participated in the AICTE sponsored Summer School Programme on “Student Counselling And Career Guidance” conducted by National Institute of Technical Teachers Training & Research(NITTTR) at Toc-H Institute of Science & Technology Arakkunnam, Kerala during Jully 2008.
- Participated in the International Conference on “Recent Trends in Computational Science” conducted by Toc-H Institute of Science & Technology ,Arakkunnam, Kerala during June 2008
- Participated in the short term training programme on “Advances in Image Processing” conducted by Departments of AE&I and CSE of St.Joseph’s college of Engineering & Technology, Palai during November 2009 .
- Participated in the National Seminar on “Frontier Technologies in RF Engineering” organized by Division of Electronics SOE, CUSAT under the UGC Seminar Grant Scheme and co-sponsored by KSCSTE during March 2011.
- Participated in the STTP On “Speech Processing”-Viswajyothi College,Vazhakulam during Nov 28 – Dec 02, 2016.
- Participated in the Summer project on MIMO,MASSIVE MIMO,OFDM,4G5G WIRELESS TECHNOLOGIES-IIT KANPUR in June 20-23, 2017.
- Participated in STTP program on Biomedical Optics and Instrumentation (BO& I) during Dec 3-7, 2018 at Department of Applied Mechanics, IIT Madras.
- Participated in KTU sponsored FDP Industry 4.0 ,Current Research trends and challenges conducted by department of ECE,Muthoot Institute of Technology and Science from 27.5.19 to 31.5.19.
Attended IBM CE training program on AI analyst during 17.6.19 to 22.6.19 conducted by department of Computer Science,Muthoot Institute of Technology and Science and acquired the IBM Artificial Intelligence Analyst – Mastery Award 2019.
