Pascal A. Schirmer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Interesting Features

Energy Consumption

Contextual Information

Top Venues

Publications

Pascal A. Schirmer, Iosif Mporas
PyDTS: A Python Toolkit for Deep Learning Time Series Modelling. Entropy 26 (4) (2024)
Pascal A. Schirmer, Iosif Mporas
A Wavelet Scattering Approach for Load Identification with Limited Amount of Training Data. ICASSP (2023)
Pascal A. Schirmer, Iosif Mporas
On the non-intrusive extraction of residents' privacy- and security-sensitive information from energy smart meters. Neural Comput. Appl. 35 (1) (2023)
Pascal A. Schirmer, Iosif Mporas
Non-Intrusive Load Monitoring: A Review. IEEE Trans. Smart Grid 14 (1) (2023)
René Schwermer, Ekin-Alp Bicer, Pascal A. Schirmer, Ruben Mayer, Hans-Arno Jacobsen
Federated Computing in Electric Vehicles to Predict Coolant Temperature. Middleware Industry (2023)
Marc Sebastián Padrós, Pascal A. Schirmer, Iosif Mporas
Estimation of Cooling Circuits' Temperature in Battery Electric Vehicles Using Karhunen Loeve Expansion and LSTM. EUSIPCO (2022)
Pascal A. Schirmer, Iosif Mporas
Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation. IEEE Trans. Emerg. Top. Comput. Intell. 6 (3) (2022)
Pascal A. Schirmer, Iosif Mporas
2D Transformations of Energy Signals for Energy Disaggregation. Sensors 22 (19) (2022)
Pascal A. Schirmer, Iosif Mporas
Low-Frequency Energy Disaggregation based on Active and Reactive Power Signatures. EUSIPCO (2021)
Pascal A. Schirmer, Christian Geiger, Iosif Mporas
Reducing Grid Distortions Utilizing Energy Demand Prediction and Local Storages. IEEE Access 9 (2021)
Matthew Robinson, Pascal A. Schirmer, Iosif Mporas
Privacy and Security Threats from Smart Meters Technology. ICCST (2021)
Pascal A. Schirmer, Iosif Mporas
Multivariate Non-Negative Matrix Factorization with Application to Energy Disaggregation. ICASSP (2021)
Pascal A. Schirmer, Iosif Mporas
Energy Disaggregation Using Fractional Calculus. ICASSP (2020)
Pascal A. Schirmer, Christian Geiger, Iosif Mporas
Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information. EUSIPCO (2020)
Pascal A. Schirmer, Iosif Mporas
Energy Disaggregation from Low Sampling Frequency Measurements Using Multi-Layer Zero Crossing Rate. ICASSP (2020)
Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh Akbari
Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation. CoRR (2020)
Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh Akbari
Robust energy disaggregation using appliance-specific temporal contextual information. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas
Energy Disaggregation Using Elastic Matching Algorithms. Entropy 22 (1) (2020)
Pascal A. Schirmer, Iosif Mporas
Improving Energy Disaggregation Performance Using Appliance-Driven Sampling Rates. EUSIPCO (2019)
Pascal A. Schirmer, Iosif Mporas, Ilyas Potamitis
Evaluation of Regression Algorithms in Residential Energy Consumption Prediction. EECS (2019)
Pascal A. Schirmer, Iosif Mporas
Integration of Temporal Contextual Information for Robust Energy Disaggregation. IPCCC (2019)
Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas
Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task. IISA (2019)