| Simplified method to derive the Kalman Filter covariance matrices to predict wind speeds from a NWP model C Lynch, MJ OMahony, T Scully Energy procedia 62, 676-685, 2014 | 54 | 2014 |
| A comparison of deep learning vs traditional machine learning for electricity price forecasting C O'Leary, C Lynch, R Bain, G Smith, D Grimes 2021 4th International Conference on Information and Computer Technologies …, 2021 | 12 | 2021 |
| A novel 24 kalman filter bank estimator for solar irradiance prediction for PV power generation C Lynch, MJ O'Mahony, RA Guinee 2015 IEEE 42nd Photovoltaic Specialist Conference (PVSC), 1-7, 2015 | 12 | 2015 |
| A review of open-source machine learning algorithms for twitter text sentiment analysis and image classification C Lynch, C O’Leary, G Smith, R Bain, J Kehoe, A Vakaloudis, R Linger 2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020 | 10 | 2020 |
| Electrical load forecasting using an expanded Kalman filter bank methodology C Lynch, M JO'Mahony, RA Guinee IFAC-PapersOnLine 49 (25), 358-365, 2016 | 9 | 2016 |
| Accurate day ahead temperature prediction using a 24 hour Kalman filter estimator C Lynch, MJ O'Mahony, RA Guinee 2015 11th Conference on Ph. D. Research in Microelectronics and Electronics …, 2015 | 9 | 2015 |
| An evaluation of machine learning approaches for milk volume prediction in Ireland C O'Leary, C Lynch 2022 33rd Irish Signals and Systems Conference (ISSC), 1-8, 2022 | 8 | 2022 |
| Experimental Analysis of GBM to Expand the Time Horizon of Irish Electricity Price Forecasts C Lynch, C O’Leary, PGK Sundareshan, Y Akin Energies 14 (22), 7587, 2021 | 5 | 2021 |
| Kalman Filter bank post-processor methodology for the Weather Research and Forecasting Model wind speed grid model output correction A Baró Pérez, C Lynch, AL Ferrer Hernández, I Borrajero Montejo, ... International Journal of Sustainable Energy 38 (6), 511-525, 2019 | 5 | 2019 |
| Application of a SVM-based model for day-ahead electricity price prediction for the single electricity market in Ireland C Lynch, J Kehoe, R Bain, F Zhang, J Flynn, C O’Leary, G Smith, R Linger, ... Proceedings of the 39th International Symposium on Forecasting (ISF …, 2019 | 5 | 2019 |
| A Review of AutoML Software Tools for Time Series Forecasting and Anomaly Detection. C O'Leary, FG Toosi, C Lynch ICAART (3), 421-433, 2023 | 3 | 2023 |
| 24 Hour Step Ahead Wind Speed/Wind Power Prediction Using a Novel Kalman Filter Bank Prediction Estimator C Lynch, MJ O’Mahony, RA Guinee Energy Sustainability 56857, V002T19A003, 2015 | 3 | 2015 |
| A Review of Data-Driven Smart Energy Management Systems for Distribution Networks E Asghar, M Hill, C Lynch 2023 IEEE PES GTD International Conference and Exposition (GTD), 386-397, 2023 | 1 | 2023 |
| A Regularization-Based Long Short-Term Memory Architecture Design for Solar Irradiance Prediction E Asghar, M Hill, C Lynch 2022 International Conference on Electrical, Computer and Energy …, 2022 | 1 | 2022 |
| Evaluation of Perceptron Learning Algorithm for Day-Ahead Photovoltaic Power Forecasting PQ An, C O’Leary, G Smith, M Caballero, C Lynch 2023 International Symposium on Electrical and Electronics Engineering (ISEE …, 2023 | | 2023 |
| An XGBoost approach for industrial component degradation classification R Bain, C Lynch, D McDonnell, K Witheephanich 2022 33rd Irish Signals and Systems Conference (ISSC), 1-7, 2022 | | 2022 |
| Development of a Novel Kalman Filter Bank Predictor to Optimally Schedule the Renewable Energy Contribution within a Micro-Grid C Lynch | | 2017 |
| ICICT 2021 MK Gajendran, MZ Khan, MAK Khattak, C O'Leary, C Lynch, MA Mercioni, ... | | |
