| Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science DC Mocanu, E Mocanu, P Stone, PH Nguyen, M Gibescu, A Liotta Nature communications 9 (1), 2383, 2018 | 685 | 2018 |
| Deep learning for estimating building energy consumption E Mocanu, PH Nguyen, M Gibescu, WL Kling Sustainable Energy, Grids and Networks 6, 91-99, 2016 | 672 | 2016 |
| On-line building energy optimization using deep reinforcement learning E Mocanu, DC Mocanu, PH Nguyen, A Liotta, ME Webber, M Gibescu, ... IEEE transactions on smart grid 10 (4), 3698-3708, 2018 | 613 | 2018 |
| Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning E Mocanu, PH Nguyen, WL Kling, M Gibescu Energy and Buildings 116, 646-655, 2016 | 174 | 2016 |
| A relevant data selection method for energy consumption prediction of low energy building based on support vector machine S Paudel, M Elmitri, S Couturier, PH Nguyen, R Kamphuis, B Lacarrière, ... Energy and Buildings 138, 240-256, 2017 | 158 | 2017 |
| A comparison of smart grid technologies and progresses in Europe and the US MG Simões, R Roche, E Kyriakides, S Suryanarayanan, B Blunier, ... IEEE Transactions on Industry Applications 48 (4), 1154-1162, 2012 | 150 | 2012 |
| Local market framework for exploiting flexibility from the end users SS Torbaghan, N Blaauwbroek, P Nguyen, M Gibescu 2016 13th International Conference on the European Energy Market (EEM), 1-6, 2016 | 132 | 2016 |
| Basis-adaptive sparse polynomial chaos expansion for probabilistic power flow F Ni, PH Nguyen, JFG Cobben IEEE Transactions on Power Systems 32 (1), 694-704, 2016 | 126 | 2016 |
| Smart power router: A flexible agent-based converter interface in active distribution networks PH Nguyen, WL Kling, PF Ribeiro IEEE Transactions on Smart Grid 2 (3), 487-495, 2011 | 115 | 2011 |
| A topological insight into restricted boltzmann machines DC Mocanu, E Mocanu, PH Nguyen, M Gibescu, A Liotta Machine Learning 104, 243-270, 2016 | 114 | 2016 |
| Smart grid and smart building inter-operation using agent-based particle swarm optimization LA Hurtado, PH Nguyen, WL Kling Sustainable Energy, Grids and Networks 2, 32-40, 2015 | 114 | 2015 |
| Local markets for flexibility trading: Key stages and enablers S Minniti, N Haque, P Nguyen, G Pemen Energies 11 (11), 3074, 2018 | 112 | 2018 |
| A game theory strategy to integrate distributed agent-based functions in smart grids PH Nguyen, WL Kling, PF Ribeiro IEEE Transactions on Smart Grid 4 (1), 568-576, 2013 | 99 | 2013 |
| Quantifying demand flexibility based on structural thermal storage and comfort management of non-residential buildings: A comparison between hot and cold climate zones LA Hurtado, JD Rhodes, PH Nguyen, IG Kamphuis, ME Webber Applied energy 195, 1047-1054, 2017 | 91 | 2017 |
| Local electricity market design for the coordination of distributed energy resources at district level M Ampatzis, PH Nguyen, W Kling IEEE PES innovative smart grid technologies, Europe, 1-6, 2014 | 91 | 2014 |
| Distributed routing algorithms to manage power flow in agent-based active distribution network PH Nguyen, WL Kling, G Georgiadis, M Papatriantafilou, L Bertling 2010 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2010 | 90 | 2010 |
| Smart-grid technologies and progress in Europe and the USA MG Simões, R Roche, E Kyriakides, A Miraoui, B Blunier, K McBee, ... 2011 IEEE Energy Conversion Congress and Exposition, 383-390, 2011 | 87 | 2011 |
| A market-based framework for demand side flexibility scheduling and dispatching SS Torbaghan, N Blaauwbroek, D Kuiken, M Gibescu, M Hajighasemi, ... Sustainable Energy, Grids and Networks 14, 47-61, 2018 | 85 | 2018 |
| Enabling cooperative behavior for building demand response based on extended joint action learning LA Hurtado, E Mocanu, PH Nguyen, M Gibescu, RIG Kamphuis IEEE Transactions on Industrial Informatics 14 (1), 127-136, 2017 | 79 | 2017 |
| Demand response for real-time congestion management incorporating dynamic thermal overloading cost A Haque, PH Nguyen, FW Bliek, JG Slootweg Sustainable Energy, Grids and Networks 10, 65-74, 2017 | 79 | 2017 |
Elena MocanuAssistant Professor, University of TwenteVerified email at utwente.nl
