Activities per year
Abstract
The transition towards a cyber-physical energy system (CPES) entails an increased dependency on valid data. Simultaneously, an increasing implementation of renewable generation leads to possible control actions at individual distributed energy resources (DERs). A state estimation covering the whole system, including individual DER, is time consuming and numerically challenging. This paper presents the approach and results of implementing a simplified state estimator onto an embedded system for improving DER monitoring. The implemented state estimator is based on numerically robust orthogonal factorization and used on a set of state equations of a generic wind turbine generator (WTG). The simplified state estimator is tested by simulating a generic WTG model and evaluated based on its execution time and estimation accuracy. Results show its fast execution time, its accuracy in handling normal measurement error and its ability to provide reliable data in the case of gross errors in the set of measurements.
Original language | English |
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Title of host publication | Proceedings of 2017 Federated Conference on Computer Science and Information Systems |
Publisher | IEEE |
Publication date | 2017 |
Pages | 1167-1175 |
ISBN (Print) | 9788394625382 |
DOIs | |
Publication status | Published - 2017 |
Event | Federated Conference on Computer Science and Information Systems 2017 - Czech Technical University , Prague, Czech Republic Duration: 4 Sept 2017 → 7 Sept 2017 |
Conference
Conference | Federated Conference on Computer Science and Information Systems 2017 |
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Location | Czech Technical University |
Country/Territory | Czech Republic |
City | Prague |
Period | 04/09/2017 → 07/09/2017 |
Fingerprint
Dive into the research topics of 'Implementation of a Simplified State Estimator for Wind Turbine Monitoring on an Embedded System'. Together they form a unique fingerprint.Activities
- 1 Participating in or organising a conference
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Federated Conference on Computer Science and Information Systems 2017
Rasmussen, T. B. (Organizer)
3 Sept 2017 → 6 Sept 2017Activity: Attending an event › Participating in or organising a conference
Prizes
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Academic Research Grant 2017
Rasmussen, T. B. (Recipient), 2017
Prize: Prizes, scholarships, distinctions