| Non-intrusive load monitoring: A review PA Schirmer, I Mporas IEEE Transactions on Smart Grid 14 (1), 769-784, 2022 | 261 | 2022 |
| Statistical and electrical features evaluation for electrical appliances energy disaggregation PA Schirmer, I Mporas Sustainability 11 (11), 3222, 2019 | 78 | 2019 |
| Energy disaggregation using elastic matching algorithms PA Schirmer, I Mporas, M Paraskevas Entropy 22 (1), 71, 2020 | 37 | 2020 |
| Double Fourier integral analysis based convolutional neural network regression for high-frequency energy disaggregation PA Schirmer, I Mporas IEEE Transactions on Emerging Topics in Computational Intelligence 6 (3 …, 2021 | 31 | 2021 |
| Evaluation of regression algorithms in residential energy consumption prediction PA Schirmer, I Mporas, I Potamitis 2019 3rd European conference on electrical engineering and computer science …, 2019 | 25 | 2019 |
| Evaluation of regression algorithms and features on the energy disaggregation task PA Schirmer, I Mporas, M Paraskevas 2019 10th International Conference on Information, Intelligence, Systems and …, 2019 | 25 | 2019 |
| Energy disaggregation using two-stage fusion of binary device detectors PA Schirmer, I Mporas, A Sheikh-Akbari Energies 13 (9), 2148, 2020 | 22 | 2020 |
| On the non-intrusive extraction of residents’ privacy-and security-sensitive information from energy smart meters PA Schirmer, I Mporas Neural Computing and Applications, 1-14, 2021 | 18 | 2021 |
| Energy disaggregation from low sampling frequency measurements using multi-layer zero crossing rate PA Schirmer, I Mporas ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 18 | 2020 |
| Energy disaggregation using fractional calculus PA Schirmer, I Mporas ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 15 | 2020 |
| Robust energy disaggregation using appliance-specific temporal contextual information PA Schirmer, I Mporas, A Sheikh-Akbari EURASIP Journal on Advances in Signal Processing 2020 (1), 3, 2020 | 14 | 2020 |
| Identification of TV channel watching from smart meter data using energy disaggregation PA Schirmer, I Mporas, A Sheikh-Akbari Energies 14 (9), 2485, 2021 | 13 | 2021 |
| Low-frequency energy disaggregation based on active and reactive power signatures PA Schirmer, I Mporas 2021 29th European Signal Processing Conference (EUSIPCO), 1426-1430, 2021 | 11 | 2021 |
| Improving energy disaggregation performance using appliance-driven sampling rates PA Schirmer, I Mporas 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 11 | 2019 |
| Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information PA Schirmer, C Geiger, I Mporas 2020 28th European Signal Processing Conference (EUSIPCO), 1595-1599, 2021 | 10 | 2021 |
| Device and time invariant features for transferable non-intrusive load monitoring PA Schirmer, I Mporas IEEE Open Access Journal of Power and Energy 9, 121-130, 2022 | 9 | 2022 |
| Reducing grid distortions utilizing energy demand prediction and local storages PA Schirmer, C Geiger, I Mporas IEEE Access 9, 15122-15132, 2021 | 9 | 2021 |
| Multivariate non-negative matrix factorization with application to energy disaggregation PA Schirmer, I Mporas ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Drive control for a three-phase motor D Glose, P Schirmer US Patent 11,398,788, 2022 | 7 | 2022 |
| Electric vehicle thermal management system modeling with informed neural networks EA Bicer, PA Schirmer, P Schreivogel, G Schrag 2023 25th European Conference on Power Electronics and Applications (EPE'23 …, 2023 | 6 | 2023 |
