Akal University proudly celebrates a significant research achievement by Dr Shailendra Kumar Singh, Assistant Professor, Department of Physics, whose groundbreaking research has been published in the prestigious international journal Energy, a flagship publication in the field of energy engineering and research with an Impact Factor of 9.4.
This achievement reflects Akal University’s growing contribution to high-impact global research and academic excellence.Portrait of Dr Shailendra Kumar Singh or faculty research showcase
Alt text Akal University faculty research published in high impact journal
About the Published Research Study
The research paper titled
“Forecasting Malaysia’s Energy Consumption Dynamics A Sectoral Analysis Using Hybrid RF ANN Modeling and Shared Socioeconomic Pathways”
presents an advanced analytical framework to forecast Malaysia’s sector-wise energy demand up to the year 2050.
The study integrates a Hybrid Random Forest–Artificial Neural Network RF ANN model with Shared Socioeconomic Pathways SSP1 to SSP5, offering a data-driven approach to long-term energy planning.
Key Research Findings and Global Relevance
The study reveals critical insights into future energy consumption patterns
- Significantly lower energy demand under sustainability-oriented pathways
- Higher environmental and economic risks under fossil-fuel-intensive development scenarios
- Strong implications for energy security, climate resilience, and sustainable development
These findings provide valuable, evidence-based guidance for energy policymakers, researchers, and sustainability planners worldwide.
Energy modeling or sustainability research illustration
Alt text Energy forecasting research sustainability policy
Advancing Sustainable Energy and Climate Resilience
Published in Energy, a leading multi-disciplinary journal, the research reinforces Akal University’s commitment to addressing global challenges related to climate change, energy transition, and sustainable development.
The study stands as an important contribution to international energy research, bridging advanced modeling techniques with real-world policy applications.
Akal University Congratulates Faculty Excellence
Akal University extends heartfelt congratulations to Dr Shailendra Kumar Singh on this remarkable academic milestone. His work exemplifies the university’s dedication to research excellence, innovation, and global impact, inspiring students and faculty alike to pursue meaningful and high-quality research.




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