Mr. S. Balaji

Assistant Professor (Sr.G)

Education

  • Ph.D. (Pursuing) (ML and Energy Prediction)., SRM Institute of Science & Technology
  • M.Tech (Electronics and Control Engineering)., SRM Institute of Science & Technology, 2011
  • B.E (Electronics and Communication Engineering)., Anna University, 2007

Courses

Machine Learning , Data science, Computer Communication, Microcontroller and its Application, control system, Process control , Basic Electrical Engineering

Research Interests

Machine Learning, Deep learning, IoT, Energy Prediction

Credentials

Journal Publications

  • A Review on Various Sensor used in IoT for Real Time Applications”, Journal of Engineering and Applied Sciences, Vol: 13 Issue: 7 Page No: 1601-1605,JUNE 2018.
  • With Mr.P.Glaret Subin,”INTELLIGENT VIRTUAL TRAFFIC SIGNALS IN VEHICLES WITH OBSTACLE IDENTIFICATION”, International Journal of Pure and Applied Mathematics, Volume 119 No. 15 991-996,JUNE 2018.
  • With Mr.P.Muthu Krishnan“Multi Domain Stair Climber Robot”, International Journal of Pure and Applied Mathematics, Volume 119 No. 15 1029-1034, JUNE 2018.
  • With T.S. Balaji, S. Amrithaavarshini, K.R. Preethi,”A Surveillance System for Avoiding Human-Animal Conflict using Zigbee and RSSI”, International Journal of Recent Technology and Engineering (IJRTE)ISSN:2277-3878, Volume-8, Issue-1S4, June 2019.
  • With S.Karthik. “Multi-regressions Based-Traditional Machine Learning Approach for Energy Forecasting System.” In Proceedings of the International Conference on Cognitive and Intelligent Computing: ICCIC 2021, Volume 2, pp. 91-97. Singapore: Springer Nature Singapore, 2023.
  • With S. Karthik. “Comparative Study of Various Machine Learning and Deep Learning Techniques for Energy Prediction and Consumption Using IoT Modules." In Proceedings of the International Conference on Cognitive and Intelligent Computing: ICCIC 2021, Volume 2, pp. 99-105. Singapore: Springer Nature Singapore, 2023.
  • With S. Karthik, “Energy Prediction in IoT Systems Using Machine Learning Models.” Cmc-computers materials & continua ,75, no. 1 (2023): 443-459.
  • With S. Karthik, “Deep learning based energy consumption prediction on internet of things environment,” Intelligent Automation & Soft Computing, vol. 37, no.1, pp. 727–743, 2023.

Conference Presentation / Publication

  • Presented paper titled” Implementation of multi signal generator using FPGA controller”, in International conference on Engineering and Technology, 16 th &17 th DEC-2016 at KARPAGAM UNIVERSITY.
  • Presented paper titled ”Use of Raspberry PI in selection of algorithm in FPGA controller” in ICETECT-International conference on emerging trends in electrical and communication technologies, 30 th & 31 st MAR-2017, SAVEETHA UNIVERSITY.
  • Presented paper titled with N.M.gowthamarajan , “Hybrid wireless Power transmission for a travelling mobility scooter” in national conference REACT’17 RESEARCH IN ELECTRONICS ENGINEERING AND COMMUNICATION TECHNOLOGY, APR-2017, SRM UNIVERSITY –VADAPALANI.
  • Presented paper titled with Mukund Iyer, ” Potential use of RTL co-simulation”, in national conference REACT’17 RESEARCH IN ELECTRONICS ENGINEERING AND COMMUNICATION TECHNOLOGY, APR-2017, SRM UNIVERSITY –VADAPALANI.
  • Balaji.S, Dr.S.Karthik,“ML based energy prediction system”,2nd international conference on Internet Of Things,ICIOT,Feb 2020.
  • Balaji.S, Dr.S.Karthik, “Energy prediction system using internet of things.” In 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS), pp. 1131-1135. IEEE, 2020.
  • Presented in “International Conference on Cognitive Intelligent Computing(ICCIC’21)” during
    11.12.2021&12.12.2021 in CMR College of Engineering Technology,Hyderbad. S.Balaji , Dr.S.Karthik,“Multi Regressions Based Traditional Machine Learning Approach For Energy Forecasting System”
  • Presented in “International Conference on Cognitive Intelligent Computing(ICCIC’21)”during 11.12.2021 & 12.12.2021 in CMR College of Engineering Technology,Hyderbad. S.Balaji , Dr.S.Karthik,“Comparative Study Of Various Machine Learning And Deep Learning Techniques For Energy Prediction And Consumption Using Iot Modules”.

Patents Filed / Published

  • Patent filed for the title “ Tri-Material Based Structure Of Double Gate Junctionless TFET(TMDG-JL-TFET)” in the year 02.08.2023 [Application Number: 202341051824].
  • Patent filed for the title “METHOD FOR UTILIZING MACHINE LEARNING FOR POWER PREDICTION IN VLSI CIRCUITS” in the year 04/11/2022 [Application Number: 202241061426].
  • Patent filed for the title “Cyber Security Framework for Tele Medicine Applications” in the year 20.06.2020 [Application Number: 202041025141].

Books Published

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Workshops / Seminars / FDPs / STTP (Conducted/ Attended)

  • Participated in workshop on Lab view and instrumentation, held at SRM University ,Chennai.
  • Participated in workshop on “MEMS Fabrication” held at SRM University ,Chennai.
  • Participated in the “98 th Indian Science Congress” presided by Honorable Prime Minister of India, Dr. Manmohan Singh, SRM University, Chennai from 03-01-11 to 07-01-11.
  • Participated in “Faculty development program”, conducted by NITTTR at SRM University, Chennai.
  • Presented paper titled “E-VLSI Lab Using Raspberry PI”, in an International conference ICAIECES 2016 held at SRM Univeristy, kattankulathur,chennai.
  • Attended Panel discussion on Technology and challenges in IOT- IET CLN.
  • Attended -Paper publishing workshop in SRM UNIVERSITY,KTR campus ,Chennai.
  • Attended hands-on training in RASPBERRY PI-December 2016,SRM UNIVERSITY,vdp campus ,Chennai.

Resource Person / Chaired Sessions Conferences / Invited Talks

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Online Courses Completed

  • CCNA SECURITY 210-260 COURSE-VPNS – udemy Online course
  • UNPACKING THE IOT- udemy Online course
  • CYBER SECURITY – udemy Online course
  • PYTHON FOR BEGINNERS – udemy Online course
  • ENERGY AND THE EARTH- Coursera online course
  • Fundamentals of Digital Image and Video Processing – Coursera online course
  • Digital Systems- Coursera online course
  • Image and video processing: From Mars to Hollywood with a stop at the hospital – Coursera online course
  • Principles of Electric Circuits – edx online course
  • Signals and Systems, Part 1- edx online course
  • Microcontrollers and the C Programming Language – udemy Online course
  • PYTHON FOR DATA SCIENCE – NPTEL.
  • Design Thinking – NPTEL

Experience

Academic Experience

  • Assistant Professor, ECE Department, SRM University, Chennai, 2011 Aug – till date

Other Professional Experience

  • Presented a paper “Speed control of dc motor using RF Link” in  National Conference on “Advanced Instrumentaion” held at R.V.College of Engg and Technology,Bangalore.
  • Participated  in conference conducted by National Instruments on “Application of Virtual Instumentaion , Lab View” at Chennai Trade Centre.
  • Participated in workshop on Lab view and instrumentation, held at SRM University ,Chennai.
  • Participated in workshop on “MEMS Fabrication” held at SRM University ,Chennai.
  • Participated in the “98th Indian Science Congress” presided by Honorable Prime Minister of India, Dr. Manmohan Singh, SRM University, Chennai from 03-01-11 to 07-01-11.
  • Participated in “Faculty development program”, conducted by NITTTR at SRM University,Chennai.
  • Presented paper titled “E-VLSI Lab Using Raspberry PI”, in an International conference ICAIECES 2016 held at SRM Univeristy, kattankulathur,chennai.
  • Attended Panel discussion on Technology and challenges in IOT- IET CLN.
  • Attended -Paper publishing workshop in SRM UNIVERSITY,KTR campus ,Chennai.
  • Attended hands-on training in RASPBERRY PI-December 2016,SRM UNIVERSITY,vdp campus ,Chennai.
  • Presented paper titled” Implementation of multi signal generator using FPGA controller”, in  International conference on Engineering and Technology, 16th &17th DEC-2016 at KARPAGAM UNIVERSITY.
  • Presented paper titled ”Use of Raspberry PI in selection of algorithm in FPGA controller” in ICETECT-International conference on emerging trends in electrical and communication technologies, 30th & 31st MAR-2017, SAVEETHA UNIVERSITY.
  • Presented paper titled with N.M.gowthamarajan , “Hybrid wireless Power transmission for a travelling mobility scooter” in national conference REACT’17 RESEARCH IN ELECTRONICS ENGINEERING AND COMMUNICATION TECHNOLOGY, APR-2017, SRM UNIVERSITY –VADAPALANI.
  • Presented paper titled with Mukund Iyer, ” Potential use of RTL co-simulation”, in national conference REACT’17 RESEARCH IN ELECTRONICS ENGINEERING AND COMMUNICATION TECHNOLOGY, APR-2017, SRM UNIVERSITY –VADAPALANI.

Achievements and Awards

  • Received Best poster Award in DPRC 2021
  • Received Best poster Award in DPRC 2023

Memberships

  • Life time member in ISTE.
  • Life time member in IAENG.
  • Annual Member in NIQR.

Other Details

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