Pascal A. Schirmer

24 papers C 1Misc 4Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
PyPowerSim: A Python toolkit for analysis of waveform distortions, power losses, and self-heating of standard converter topologies.
Comput. Electr. Eng.
Pascal A. Schirmer, Daniel Glose
2025 J jnl
Multivariate Constrained Elastic Matching With Application in Real-Time Energy Disaggregation.
IEEE Open J. Comput. Soc.
Pascal A. Schirmer, Dimitrios Kolosov, Iosif Mporas
2024 J jnl
PyDTS: A Python Toolkit for Deep Learning Time Series Modelling.
Entropy
Pascal A. Schirmer, Iosif Mporas
2023 Misc conf
A Wavelet Scattering Approach for Load Identification with Limited Amount of Training Data.
ICASSP
Pascal A. Schirmer, Iosif Mporas
2023 — conf
Federated Computing in Electric Vehicles to Predict Coolant Temperature.
Middleware Industry
René Schwermer, Ekin-Alp Bicer, Pascal A. Schirmer, Ruben Mayer, Hans-Arno Jacobsen
2023 J jnl
Non-Intrusive Load Monitoring: A Review.
IEEE Trans. Smart Grid
Pascal A. Schirmer, Iosif Mporas
2023 J jnl
On the non-intrusive extraction of residents' privacy- and security-sensitive information from energy smart meters.
Neural Comput. Appl.
Pascal A. Schirmer, Iosif Mporas
2022 J jnl
2D Transformations of Energy Signals for Energy Disaggregation.
Sensors
Pascal A. Schirmer, Iosif Mporas
2022 J jnl
Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation.
IEEE Trans. Emerg. Top. Comput. Intell.
Pascal A. Schirmer, Iosif Mporas
2022 — conf
Estimation of Cooling Circuits' Temperature in Battery Electric Vehicles Using Karhunen Loeve Expansion and LSTM.
EUSIPCO
Marc Sebastián Padrós, Pascal A. Schirmer, Iosif Mporas
2021 — conf
Low-Frequency Energy Disaggregation based on Active and Reactive Power Signatures.
EUSIPCO
Pascal A. Schirmer, Iosif Mporas
2021 Misc conf
Multivariate Non-Negative Matrix Factorization with Application to Energy Disaggregation.
ICASSP
Pascal A. Schirmer, Iosif Mporas
2021 — conf
Privacy and Security Threats from Smart Meters Technology.
ICCST
Matthew Robinson, Pascal A. Schirmer, Iosif Mporas
2021 J jnl
Reducing Grid Distortions Utilizing Energy Demand Prediction and Local Storages.
IEEE Access
Pascal A. Schirmer, Christian Geiger, Iosif Mporas
2020 J jnl
Energy Disaggregation Using Elastic Matching Algorithms.
Entropy
Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas
2020 Misc conf
Energy Disaggregation Using Fractional Calculus.
ICASSP
Pascal A. Schirmer, Iosif Mporas
2020 Misc conf
Energy Disaggregation from Low Sampling Frequency Measurements Using Multi-Layer Zero Crossing Rate.
ICASSP
Pascal A. Schirmer, Iosif Mporas
2020 J jnl
Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation.
CoRR
Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh Akbari
2020 — conf
Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information.
EUSIPCO
Pascal A. Schirmer, Christian Geiger, Iosif Mporas
2020 J jnl
Robust energy disaggregation using appliance-specific temporal contextual information.
EURASIP J. Adv. Signal Process.
Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh Akbari
2019 — conf
Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task.
IISA
Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas
2019 — conf
Evaluation of Regression Algorithms in Residential Energy Consumption Prediction.
EECS
Pascal A. Schirmer, Iosif Mporas, Ilyas Potamitis
2019 — conf
Improving Energy Disaggregation Performance Using Appliance-Driven Sampling Rates.
EUSIPCO
Pascal A. Schirmer, Iosif Mporas
2019 C conf
Integration of Temporal Contextual Information for Robust Energy Disaggregation.
IPCCC
Pascal A. Schirmer, Iosif Mporas