| Solar irradiance nowcasting for virtual power plants using multimodal long short-term memory networks D Haputhanthri, D De Silva, S Sierla, D Alahakoon, R Nawaratne, ... Frontiers in Energy Research 9, 722212, 2021 | 22 | 2021 |
| Augmenting industrial chatbots in energy systems using chatgpt generative ai G Gamage, S Kahawala, N Mills, D De Silva, M Manic, D Alahakoon, ... 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 1-6, 2023 | 21 | 2023 |
| A robust artificial intelligence approach with explainability for measurement and verification of energy efficient infrastructure for net zero carbon emissions H Moraliyage, S Dahanayake, D De Silva, N Mills, P Rathnayaka, ... Sensors 22 (23), 9503, 2022 | 18 | 2022 |
| Unisolar: An open dataset of photovoltaic solar energy generation in a large multi-campus university setting S Wimalaratne, D Haputhanthri, S Kahawala, G Gamage, D Alahakoon, ... 2022 15th International Conference on Human System Interaction (HSI), 1-5, 2022 | 18 | 2022 |
| Cloud edge architecture leveraging artificial intelligence and analytics for microgrid energy optimisation and net zero carbon emissions N Mills, P Rathnayaka, H Moraliyage, D De Silva, A Jennings 2022 15th International Conference on Human System Interaction (HSI), 1-7, 2022 | 16 | 2022 |
| Artificial intelligence for electric vehicle infrastructure: Demand profiling, data augmentation, demand forecasting, demand explainability and charge optimisation V Sumanasena, L Gunasekara, S Kahawala, N Mills, D De Silva, M Jalili, ... Energies 16 (5), 2245, 2023 | 13 | 2023 |
| UNICON: An open dataset of electricity, gas and water consumption in a large multi-campus university setting H Moraliyage, N Mills, P Rathnayake, D De Silva, A Jennings 2022 15th International Conference on Human System Interaction (HSI), 1-8, 2022 | 13 | 2022 |
| Specialist vs generalist: A transformer architecture for global forecasting energy time series P Rathnayaka, H Moraliyage, N Mills, D De Silva, A Jennings 2022 15th International Conference on Human System Interaction (HSI), 1-5, 2022 | 8 | 2022 |
| Deep learned multi-modal traffic agent predictions for truck platooning cut-ins SP Douglass, S Martin, A Jennings, H Chen, DM Bevly 2020 IEEE/ION Position, Location and Navigation Symposium (PLANS), 688-697, 2020 | 8 | 2020 |
| Multi-Agent RAG Chatbot Architecture for Decision Support in Net-Zero Emission Energy Systems G Gamage, N Mills, D De Silva, M Manic, H Moraliyage, A Jennings, ... 2024 IEEE International Conference on Industrial Technology (ICIT), 1-6, 2024 | 7 | 2024 |
| Automated machine learning in critical energy infrastructure for net zero carbon emissions H Moraliyage, D Haputhanthri, C Samarajeewa, N Mills, D De Silva, ... 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 1-7, 2023 | 7 | 2023 |
| Robust multi-step predictor for electricity markets with real-time pricing S Kahawala, D De Silva, S Sierla, D Alahakoon, R Nawaratne, E Osipov, ... Energies 14 (14), 4378, 2021 | 7 | 2021 |
| Cooee: An artificial intelligence chatbot for complex energy environments G Gamage, N Mills, P Rathnayaka, A Jennings, D Alahakoon 2022 15th International Conference on Human System Interaction (HSI), 1-5, 2022 | 6 | 2022 |
| A comparative analysis of machine learning-based Energy Baseline models across multiple building types J Wu, S Nguyen, D Alahakoon, D De Silva, N Mills, P Rathnayaka, ... Energies 17 (6), 1285, 2024 | 5 | 2024 |
| Optimizing Generative AI Chatbots for Net-Zero Emissions Energy Internet-of-Things Infrastructure A Matharaarachchi, W Mendis, K Randunu, D De Silva, G Gamage, ... Energies 17 (8), 1935, 2024 | 4 | 2024 |
| An artificial intelligence framework for explainable drift detection in energy forecasting C Samarajeewa, D De Silva, M Manic, N Mills, H Moraliyage, ... Energy and AI 17, 100403, 2024 | 3 | 2024 |
| Explainable Artificial Intelligence for Crowd Forecasting Using Global Ensemble Echo State Networks C Samarajeewa, D De Silva, M Manic, N Mills, P Rathnayaka, A Jennings IEEE Open Journal of the Industrial Electronics Society, 2024 | 3 | 2024 |
| A cloud-based architecture for explainable Big Data analytics using self-structuring Artificial Intelligence N Mills, Z Issadeen, A Matharaarachchi, T Bandaragoda, D De Silva, ... Discover Artificial Intelligence 4 (1), 33, 2024 | 2 | 2024 |
| Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting S Kahawala, D Haputhanthri, H Moraliyage, S Wimalaratne, D Alahakoon, ... 2022 15th International Conference on Human System Interaction (HSI), 1-6, 2022 | 2 | 2022 |
| A lifecycle approach for artificial intelligence ethics in energy systems N El-Haber, D Burnett, A Halford, K Stamp, D De Silva, M Manic, ... Energies 17 (14), 3572, 2024 | 1 | 2024 |
Daswin De SilvaProfessor of AI and Analytics, La Trobe UniversityПодтвержден адрес электронной почты в домене ieee.org
