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| Content Provider | IET Digital Library |
|---|---|
| Author | Li, Shijia Rodolakis, Anthony J. Arroudi, Khalil El Joós, Géza |
| Abstract | This study proposes a methodology based on multivariate analysis and data mining techniques that credibly captures the signature of the DG-islanding phenomenon under adverse operating conditions and network faults. This methodology produces decision trees which determine the tripping logic, protection handles and thresholds for each DG-islanding relay within the distribution network under study. Case study results indicated that the intelligent islanding relay (IIR) produced by the proposed methodology is consistently high-level performance in terms of dependability and security, and features reduced non-detection zones compared with the currently used islanding devices. It is also demonstrated how to determine adaptive settings to accommodate entire ranges of system operating conditions applicable to different ranges of power mismatches (overbalance, underbalanced and near balanced) at the point of common coupling bus. Experimental validation for prove-of-concept of the proposed IIR using hardware-in-the-loop has been conducted which was consistent with the off-line test results. |
| Starting Page | 1901 |
| Ending Page | 1912 |
| Page Count | 12 |
| ISSN | 17518687 |
| Volume Number | 10 |
| e-ISSN | 17518695 |
| Issue Number | Issue 8, May (2016) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-gtd/10/8 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1105 |
| Journal | IET Generation, Transmission & Distribution |
| Publisher Date | 2016-05-19 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | Adverse Islanding Condition Combinatorial Mathematics Data Handling Technique Data Mining Data Mining Technique Decision Tree DG-islanding Relay Distributed Power Generation Distribution Network Distribution Network Fault Hardware-in-the-loop Intelligent Islanding Relay Islanding Protection Knowledge Engineering Technique Multiple Distributed ReSource Multivariate Analysis Technique Near Balanced Power Mismatch Overbalance Power Mismatch Power Distribution Fault Power Distribution Protection Power Engineering Computing Power Generation Fault Power System Analysis Computing Power System Protection Protection Handles Relay Protection Tripping Logic Underbalanced Power Mismatch |
| Content Type | Text |
| Resource Type | Article |
| Subject | Control and Systems Engineering Energy Engineering and Power Technology Electrical and Electronic Engineering |
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