Projects per year
Personal profile
Research interests
Waste-to-energy and value-added products
Our aim is to develop commercially viable processes to convert bio and plastic wastes to energy, fuel (including hydrogen), and other value-added products. Our research is focused on anaerobic digestion for processing bio-wastes and pyrolysis for processing bio and plastic wastes.
Renewable Energy Systems
Our aim is to develop control and optimisation of grid systems with distributed renewable energy resources to accommodate high levels of renewable energy in the grid by solving challenges in maintaining stability and reliability of the grid whilst delivering affordable renewable electricity and thus contributing towards the achievement of 100% renewable power systems.
AI and Data Analytics
AI and data analytics have become important tools for enabling automation and data-driven control and optimisation for a wide variety of processes. We are interested in applying these tools to chemical processes as well as renewable power systems.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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ZRC: 2019 Rainmaker Readiness-Estimation of Life of Zinc-Rich Coatings in Corrosive Environments
Krishnan, K. (Principal Investigator/Chief Investigator A) & Thennadil, S. (Co Investigator/Chief Investigator B)
4/11/19 → 1/12/21
Project: Research
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2021 Rainmaker Start-up: ARC Industry Transformation Training Centre - Advanced Manufacturing
Krishnan, K. (Principal Investigator/Chief Investigator A), Elumalai, N. K. (Principal Investigator/Chief Investigator A), Thennadil, S. (Principal Investigator/Chief Investigator A), Shanmugam, B. (Principal Investigator/Chief Investigator A), Azam, S. (Principal Investigator/Chief Investigator A) & Yeo, C. (Co Investigator/Chief Investigator B)
7/10/21 → 31/01/23
Project: Research
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2021 SURF 3 - Renewable Energy Microgrid Hub for Applied Research and Training
Thennadil, S. (Principal Investigator/Chief Investigator A) & Shanmugam, B. (Co Investigator/Chief Investigator B)
21/09/21 → 30/05/24
Project: Research
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2022 IAS Rainmaker Start -up: Viability of carbon capture in the NT
Herrera Diaz, L. F. (Principal Investigator/Chief Investigator A), Thennadil, S. (Co Investigator/Chief Investigator B), Ompong, D. (Co Investigator/Chief Investigator B), Elumalai, N. K. (Co Investigator/Chief Investigator B) & Khanam, T. (Co Investigator/Chief Investigator B)
23/05/22 → 31/12/23
Project: Research
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Bioenergy for PV Hybrid Electricity Generation
Trombley, J. (Principal Investigator/Chief Investigator A) & Thennadil, S. (Principal Investigator/Chief Investigator A)
10/04/18 → 31/07/21
Project: Research
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CDU-PWC Graduate Electrical Engineer Pilot Program
Ramsey, R. (Principal Investigator/Chief Investigator A) & Thennadil, S. (Principal Investigator/Chief Investigator A)
11/07/22 → 30/08/24
Project: Research
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COVID-19 Supplementary Funding Pool Scheme - Renewables for Energy Independence of Remote Communities: A Demonstration Project for the Tiwi Islands
Sangha, K. (Principal Investigator/Chief Investigator A), Thennadil, S. (Co Investigator/Chief Investigator B), Andersen, A. (Chief Investigator C) & Trombley, J. (Chief Investigator D)
1/09/21 → 31/10/22
Project: Research
Research output
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Enhancing smart grid load forecasting: An attention-based deep learning model integrated with federated learning and XAI for security and interpretability
Sarker, M. A. A., Shanmugam, B., Azam, S. & Thennadil, S., Sept 2024, In: Intelligent Systems with Applications. 23, p. 1-17 17 p., 200422.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)40 Downloads (Pure) -
Nutrition and stability enhancement of yoghurt fortified with encapsulated algae oil through vortex fluidic device
He, S., Wu, Y., Wang, H., Jellicoe, M., Young, D. J., Thennadil, S. & Raston, C. L., 1 Jan 2024, In: LWT. 191, p. 1-8 8 p., 115413.Research output: Contribution to journal › Article › peer-review
Open AccessFile92 Downloads (Pure) -
Self-healing hybrid intrusion detection system: An ensemble machine learning approach
Kushal, S., Shanmugam, B., Sundaram, J. & Thennadil, S., Dec 2024, In: Discover Artificial Intelligence. 4, 1, p. 1-20 20 p., 28.Research output: Contribution to journal › Article › peer-review
Open AccessFile73 Downloads (Pure) -
Bibliometric Analysis of IoT Lightweight Cryptography
Dewamuni, Z., Shanmugam, B., Azam, S. & Thennadil, S., Dec 2023, In: Information (Switzerland). 14, 12, p. 1-31 31 p., 635.Research output: Contribution to journal › Review article › peer-review
Open AccessFile5 Citations (Scopus)49 Downloads (Pure) -
Debromination of tris (tribromophenoxy) trizine by pyrolysis with calcium hydroxide
Ojo, C. O., Aguilar Morones, A. A., Murthy, V., Thennadil, S., Levchik, S., Tenney, J. & Dlugogorski, B., 2023, (E-pub ahead of print) Australian Combustion Symposium 2023 26-29 November 2023, Darwin: Towards Clean Combustion and Decarbonisation. Darwin: Charles Darwin University, p. 118-121 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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Model-free measurements of calorific content and ash content of mixed garden wastes using a bomb calorimeter
Trombley, J. B., Wang, C. & Thennadil, S. N., 15 Nov 2023, In: Fuel. 352, p. 1-8 8 p., 129105.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)104 Downloads (Pure) -
Thermal decomposition mechanism of F-3020, end-capped brominated epoxy flame retardant
Aguilar Morones, A. A., Ojo, C. O., Murthy, V., Thennadil, S., Levchik, S., Tenney, J. & Dlugogorski, B., 2023, (E-pub ahead of print) Towards Clean Combustion and Decarbonisation: Proceedings of Australian Combustion Symposium 2023. Dlugogorski , B. Z. & Masri, A. R. (eds.). Darwin, Northern Territory: Charles Darwin University, p. 122-125 4 p. (Proceedings of the Australian Combustion Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review