Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Severin Nowak"'
Data-driven comparison of federated learning and model personalization for electric load forecasting
Publikováno v:
Energy and AI, Vol 14, Iss , Pp 100253- (2023)
Residential short-term electric load forecasting is essential in modern decentralized power systems. Load forecasting methods mostly rely on neural networks and require access to private and sensitive electric load data for model training. Convention
Externí odkaz:
https://doaj.org/article/9e5d5cbd4cc84438b2c05d587f71fe01
Publikováno v:
Energies, Vol 16, Iss 16, p 6023 (2023)
The accurate detection and identification of intermittent cable faults are helpful in improving the reliability of the distribution system. This paper proposes intermittent fault detection and identification for distribution networks based on machine
Externí odkaz:
https://doaj.org/article/d8bb0548de084432bf3dbc51b400416e
Publikováno v:
IEEE Transactions on Smart Grid. 13:2197-2208
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5e7b75360a4d8cdaa6fec0018dc0a623
https://doi.org/10.1109/tsg.2021.3139450
https://doi.org/10.1109/tsg.2021.3139450
Publikováno v:
2022 IEEE Power & Energy Society General Meeting (PESGM).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::634e238492805d2feaf12b61029518e9
https://doi.org/10.1109/pesgm48719.2022.9916897
https://doi.org/10.1109/pesgm48719.2022.9916897
Publikováno v:
IEEE Transactions on Power Systems. 35:4792-4802
This paper presents a measurement-based method to determine distributed energy resource (DER) active- and reactive-power setpoints that minimize bus voltage deviations from prescribed reference values, bus active- and reactive-power deviations from d
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::642c79e1af8e39f4b222c99cb7a8cf88
https://doi.org/10.1109/tpwrs.2020.2998097
https://doi.org/10.1109/tpwrs.2020.2998097
Publikováno v:
2020 47th IEEE Photovoltaic Specialists Conference (PVSC).
This paper proposes a measurement-based method to dispatch DER reactive-power output with the objective of minimizing distribution network loss and cost of DER reactive power. Central to the proposed method is the estimation of network loss and volta
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f26f2f4d26ec200f27cda0210dd2cf0f
https://doi.org/10.1109/pvsc45281.2020.9300358
https://doi.org/10.1109/pvsc45281.2020.9300358
Publikováno v:
2019 North American Power Symposium (NAPS).
This paper proposes a measurement-based method to obtain optimal power-flow (OPF) solutions that optimize distribution-system operations by dispatching active- and reactive-power outputs of distributed energy resources (DERs). Central to the proposed
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a471a148b467a462e8bfcfe1ebbf3cd7
https://doi.org/10.1109/naps46351.2019.9000217
https://doi.org/10.1109/naps46351.2019.9000217
Publikováno v:
CCECE
This paper proposes a measurement-based method to derive a reduced-network model of distribution systems in real-time using two-port networks. Instead of relying on an offline model, the method uses only synchronized voltage and current phasor data c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9ed31bf374d0aa375049dc1ad62ff6f0
https://doi.org/10.1109/ccece.2019.8861874
https://doi.org/10.1109/ccece.2019.8861874
Publikováno v:
International Journal of Electrical Power & Energy Systems. 119:105858
This paper describes a method for voltage control towards optimal power flow (OPF) operation of radial distribution systems through reactive power (Q) control of distributed energy resources (DERs). A two-level control system consisting of an upper-l
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fa0f2a52debfc84602107a6e69a931df
https://doi.org/10.1016/j.ijepes.2020.105858
https://doi.org/10.1016/j.ijepes.2020.105858
Publikováno v:
2018 IEEE Power & Energy Society General Meeting (PESGM).
Effective software development of distributed energy resource management systems (DERMS) requires an adequate test environment to facilitate implementation and testing. As the power system with distributed energy resources (DER) is a complex physical
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::92014ac2118c4c7d942f91e024737c0a
https://doi.org/10.1109/pesgm.2018.8585806
https://doi.org/10.1109/pesgm.2018.8585806