Shiddalingeshwar C Devihosur

Shiddalingeshwar C Devihosur

Energy systems researcher and data scientist with a passion for developing analytical solutions that support the transition to a more sustainable energy future. My work combines data analytics, forecasting, and energy modelling to understand how energy systems evolve and provide insights that inform research, policy, and industry decisions.

With over seven years of experience in academia and applied research, I specialise in electricity demand forecasting, renewable energy integration, transport electrification, and long-term energy planning. My research focuses on developing predictive models using statistical methods to solve complex energy challenges and support evidence-based decision-making.

My expertise lies in time-series forecasting, statistical analysis, data visualisation, and large-scale energy data analytics. I enjoy transforming complex datasets into meaningful insights through reproducible research, intelligent forecasting models, and data-driven analysis.

I believe the future of energy lies at the intersection of engineering, artificial intelligence, and data-driven decision-making. Through my research and collaborations, I aim to develop practical solutions that improve energy efficiency, accelerate decarbonisation, and build more resilient energy systems.

Outside of research, I enjoy exploring emerging technologies, contributing to open scientific knowledge, and continuously expanding my expertise in artificial intelligence, energy systems, and sustainable infrastructure.

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🎯Core Strengths

Expertise

Energy Demand Forecasting Bottom-Up Sectoral Modelling Transport Decarbonisation & EV Adoption ASEAN Energy Systems Emissions Scenario Analysis Solar PV Performance Analysis Renewable Energy
💼Career

Experience

Research Associate

TUMCREATE, Singapore  ยท  2023 โ€“ Present

Research Engineer

Singapore Institute of Technology (SIT)  ยท  2019 โ€“ 2023

Relief Educator

Ministry of Education, Singapore  ยท  2014 & 2015

Two teaching engagements supporting schools within the Singapore public education system.

🎓Background

Education

PhD, Energy Systems Engineering

Technical University of Munich (TUM)  ยท  2023 โ€“ 2026 (Expected Completion: Oct 2026)
  • Thesis: Multi-sector energy demand forecasting and emissions modelling for ASEAN countries using the ENDEMO framework, with Singapore as a national-scale case study.

M.Sc., Power Engineering (Coursework)

Nanyang Technological University (NTU), Singapore  ยท  2020 โ€“ 2022

Dissertation: PV system performance analysis through field experiments, numerical techniques, and PVSyst simulations.

B.Eng., Mechatronics โ€” 2nd Class Upper Honours

University of Glasgow (UoG)  ยท  2017 โ€“ 2019

Diploma, Aerospace Systems & Management

Nanyang Polytechnic  ยท  2012 โ€“ 2015
📁Research

Projects

Singapore's Pathway to Carbon Neutrality: Analysis of New Technologies

TUMCREATE ยท Apr 2023 โ€“ Present

Development of Next Generation Lithium-Ion ESS Solution & Smart Distributed ESS Management Application for Fire Hazard Mitigation Under Hot-Humid Climatic Condition

Singapore Institute of Technology ยท Aug 2021 โ€“ Mar 2023

Study on the Use of Probiotics to Increase Yield & Nutritional Value in an Integrated Rooftop Hydroponic Farming & Solar Photovoltaics (PV) System

Singapore Institute of Technology ยท Feb 2021 โ€“ Mar 2023

Experimental & Simulation Study of 16kWp Photovoltaic (PV) System Performance & the Investigation of PV Heat Island Effect

Nanyang Technological University ยท Aug 2021 โ€“ Apr 2022

Study on the Acceptable Reflectance Level of Body Wrap, and Paintwork on Road Vehicles

Singapore Institute of Technology ยท Aug 2019 โ€“ Feb 2021

Outdoor System Test on Bifacial High Efficiency Solar Modules with Reflectors

University of Glasgow ยท Aug 2018 โ€“ Apr 2019
⚡Passion

Passion Projects

An interactive dashboard for estimating road transport emissions and energy use across Singapore.

⚡ Interactive Dashboard

Singapore Road Transport Emissions & Energy Calculator

Estimate CO2 and energy use for a single trip, a national vehicle fleet, or explore how Singapore's electricity grid mix affects EV emissions — built on real LTA and EMA data.

Launch Dashboard →
📚Published Work

Publications

APPEEC 2025

Modelling ASEAN's Road Transport Energy Demand and Carbon Emissions Using a Bottom-up Approach

Devihosur, S.C., Kerekeลก, A., Massier, T., Hamacher, T. โ€” IEEE Computer Society
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Sustainability ยท 2024

Estimating the Energy Demand and Carbon Emission Reduction Potential of Singapore's Future Road Transport Sector

Devihosur, S.C., Chidire, A., Massier, T., Hamacher, T. โ€” Sustainability (Switzerland), vol. 16, no. 11
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IC2UHI 2023

Implementation of Numerical Techniques for Estimation and Investigation of Photovoltaic Heat Island (PVHI)

Devihosur, S.C., Kardinal Jusuf, S., Soh, C.B. โ€” Melbourne, Australia
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NTU ยท 2022

Experimental & Simulation Study of 16kWp Photovoltaic (PV) System Performance & The Investigation of PV Heat Island Effect

Devihosur, S.C. โ€” Nanyang Technological University
Read Article →
Energy ยท 2026

Readiness Assessment of Sustainable Energy Technologies Transition Pathway: A Probabilistic Techno-Commercial Feasibility Framework-Based Dynamic Multi-Criteria Decision Analysis

Nguyen, H.T., et al. (incl. Devihosur, S.C.) โ€” Energy, vol. 344
Read Article →
IC2UHI 2023

Impact of Crops on the Microclimate and PV System Performance

Kardinal Jusuf, S., et al. (incl. Devihosur, S.C.) โ€” Melbourne, Australia, pp. 4โ€“7
Read Article →
CEEGE 2023

Mitigation of Partial Shading Losses in Photovoltaic Systems with Power Optimisers

Tong, H.Y., Lim, W.J., Soh, C.B., Jiang, H., Devihosur, S.C., Kardinal Jusuf, S. โ€” IEEE, pp. 35โ€“39
Read Article →
Sustainability ยท 2022

Effects of Agrivoltaic Systems on the Surrounding Rooftop Microclimate

Teng, J.W.C., Soh, C.B., Devihosur, S.C., Tay, R.H.S., Kardinal Jusuf, S. โ€” Sustainability (Switzerland), vol. 14, no. 12
Read Article →
EU PVSEC 2019

Optimisation of Bifacial Photovoltaics Module with Reflective Layer in Outdoor Performance

Sng, E., et al. (incl. Devihosur, S.C.)
Read Article →
🔧Toolkit

Skills

Programming & Data Analysis

Python (Pandas, NumPy, Scikit-learn, Matplotlib) Regression & Cobb-Douglas Modelling Time-Series Forecasting PyCharm & Jupyter Notebooks GitHub Overleaf (LaTeX) & Mendeley PVSyst

Energy Systems & Modelling

Bottom-Up Sectoral Demand Modelling Technology Adoption Curve Development Scenario & Policy Sensitivity Analysis Energy-Economy Model Integration Uncertainty Assessment

Research

Quantitative Research Design Model Validation Academic Writing Data Visualisation Technical Presentation
🎓Credentials

Certifications

Life Cycle Assessment (LCA)
📅Events

Events & Gallery

Presenting at IEEE PES APPEEC 2025, Auckland
Presenting at IEEE PES APPEEC 2025, Auckland, New Zealand
TUM Global Fellows Program 2025, Munich
TUM Global Fellows Program (GFP) 2025, Munich โ€” a trilateral doctoral program with Imperial College London and NTU Singapore
Workshop on Renewable Energies in ASEAN at TUMCREATE
Workshop on Renewable Energies in ASEAN, TUMCREATE, CREATE Tower, Singapore (25 July 2024)
Panel discussion at the Workshop on Renewable Energies in ASEAN
Panel discussion at the Workshop on Renewable Energies in ASEAN, TUMCREATE
Presenting ASEAN's Path to a Low-Carbon Future
Presenting โ€œASEANโ€™s Path to a Low-Carbon Future: Energy Transition with Renewables,โ€ TUMCREATE Workshop on Renewable Energies in ASEAN