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Methodology for ranking controllable parameters to enhance operation of a steam generator with a combined Artificial Neural Network and Design of Experiments approach JOURNAL ARTICLE published March 2021 in Energy and AI |
Machine learning based techno-economic process optimisation for CO2 capture via enhanced weathering JOURNAL ARTICLE published April 2023 in Energy and AI Research funded by Engineering and Physical Sciences Research Council (EP/V011863/1,EP/V042432/1) | National Natural Science Foundation of China (21978118) |
Selecting decision trees for power system security assessment JOURNAL ARTICLE published December 2021 in Energy and AI |
Editorial Board JOURNAL ARTICLE published March 2021 in Energy and AI |
Transfer learning of deep neural networks for predicting thermoacoustic instabilities in combustion systems JOURNAL ARTICLE published September 2021 in Energy and AI |
Microstructure evolution of Solid Oxide Fuel Cell anodes characterized by persistent homology JOURNAL ARTICLE published October 2023 in Energy and AI |
Deep learning analysis of smart meter data from a small sample of room air conditioners facilitates routine assessment of their operational efficiency JOURNAL ARTICLE published May 2024 in Energy and AI Research funded by Research Grants Council, University Grants Committee (STG2/E-605/23-N) |
Comparative study of univariate and multivariate strategy for short-term forecasting of heat demand density: Exploring single and hybrid deep learning models JOURNAL ARTICLE published May 2024 in Energy and AI Research funded by Natural Sciences and Engineering Research Council of Canada (RGPIN-05481) |
Towards next generation Internet of Energy system: Framework and trends JOURNAL ARTICLE published October 2023 in Energy and AI |
Determination of broadband atmospheric turbidity from global irradiance or photovoltaic power data using deep neural nets JOURNAL ARTICLE published October 2023 in Energy and AI |
The future of sustainable chemistry and process: Convergence of artificial intelligence, data and hardware JOURNAL ARTICLE published November 2020 in Energy and AI |
Separable Shadow Hamiltonian Hybrid Monte Carlo for Bayesian Neural Network Inference in wind speed forecasting JOURNAL ARTICLE published December 2021 in Energy and AI |
An explainable AI model for power plant NOx emission control JOURNAL ARTICLE published January 2024 in Energy and AI |
Numerical Investigation of a modified Kalina cycle system for high-temperature application and genetic algorithm based optimization of the multi-phase expander's inlet condition JOURNAL ARTICLE published December 2021 in Energy and AI |
Unraveling fundamental properties of power system resilience curves using unsupervised machine learning JOURNAL ARTICLE published May 2024 in Energy and AI Research funded by National Science Foundation (CMMI- 1846069) |
Optimization of a photovoltaic-battery system using deep reinforcement learning and load forecasting JOURNAL ARTICLE published May 2024 in Energy and AI |
Site adaptation with machine learning for a Northern Europe gridded global solar irradiance product JOURNAL ARTICLE published January 2024 in Energy and AI |
Coaxial multi-criteria optimization of a methane steam reforming reactor for effective hydrogen production and thermal management JOURNAL ARTICLE published July 2023 in Energy and AI Research funded by Narodowa Agencja Wymiany Akademickiej (BPI/PST/2021/1/00023) |
A data-driven approach for predicting long-term degradation of a fleet of micro gas turbines JOURNAL ARTICLE published June 2021 in Energy and AI |
A review: Challenges and opportunities for artificial intelligence and robotics in the offshore wind sector JOURNAL ARTICLE published May 2022 in Energy and AI |