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my-profile

Contact

madhawa.h@sliit.lk, +94 (0) 722 866 866

madhawa.h@sliit.lk

Mr. Madhawa Herath

Senior Lecturer

Faculty of Engineering | Mechanical Engineering

Career Summary

  • Senior Lecturer (5 th Jan, 2012 – Present) Sri Lanka Institute of Information Technology
  • Principal Consultant (5 th Nov, 2000 – Present) – Global Eye International (Private) Limited
  • Project Director (Consultant) (5 th May, 2012 – 4 th May 2014) – Spence Engineering and Constructions (Private) Limited.
  • Head of Corporate Solutions (3 rd Nov, 2011 – 30 th April, 2012), Etisalat Lanka (Pvt.) Ltd.
  • Head of Program / Project /PMO Management (1 st August, 2008 – 31 st October 2011), Etisalat Lanka (Pvt.) Ltd.

ACADEMIC QUALIFICATIONS

  • Ph.D. (Reading) in the Field of Artificial Intelligence for Energy Optimization – Sri Lanka Institute of Information Technology, 2018 – To date
  • Master of Business Administration, Postgraduate Institute of Management, University of Sri Jayewardenepura, 2009-2011.
  • B.Sc. (Engineering) Electronics and Telecommunication Engineering (1st Class), University of Moratuwa, 2001-2005.
  • Project Management Professional (PMP®), Project Management Institute, United States of America, 2011 Up-to-date
  • Engineering Charter in the field of Electronics and Telecommunications, Institute of Engineers, Sri Lanka, 2012
  • Lean Six Sigma Green Belt – Caterpillar, 2021

HONOURS AND AWARDS

4th International Conference on Advancements in Computing 2022 (ICAC - 2022) 

Research Interests and Memberships

Research Interests

  • Energy Optimization
  • Deep Learning
  • Reinforcement Learning
  • Disaggregation Techniques
  • Project Management

Memberships

  • The Institute of Electrical and Electronics Engineers (IEEE), 2005 – 2017,
    • Membership No : 80464700
  • The Institution of Engineering and Technology (IET), 2005 – 2017,
    • Membership No : 9710408
  • The Institution of Engineers, Sri Lanka (IESL), 2006 – 2017,
    • Membership No : M 6143
  • Project Management Institute (PMI), 2011-2017,
    • Membership No : 1837199

Ongoing Research

Use of Artificial Intelligence for Domestic Energy Optimization (Energy Disaggregation / Non-Intrusive Load Monitoring)

Reinforcement Learning Based Advisory System for Optimum Energy/Cost used in Time of the Day Tariff Environment

Wetland Water Level Prediction using Artificial Intelligence Tools

My Publications

Conference Proceedings

Journal Publications

  • Madhawa Herath, Tharaka Jayathilaka, Yukinobu Hoshino, Upaka Rathnayake  " Deep Machine Learning-Based Water Level Prediction Model for Colombo Flood Detention Area "        2023,        
  • GM Herath, TD Thilakanayake, MH Liyanage, CJ Angammana  " Analysis of Artificial Intelligence based Methods For Sensorless Disaggregation of the Residential Electric Power Signals "        2022,        

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