Modeling and simulation of power system protection relays in a transmission-level application
Bibliographic record
Abstract
This report presents the findings of an in-depth literature review on protective relaying. The project focuses on protection system practices which are relevant to transmission-level applications. Various implementations of differential, phase distance and ground distance relays were investigated and ultimately modeled in the Matlab Simulink environment. A further model for a saturable iron-core current transformer was also investigated and developed. These models were tested to ensure compliance with expected results. The developed relay and current transformer models are used to complete a detailed protection design for a sample power system. A small 230kV bulk-power transmission system is presented and modeled in the Simulink environment. A fault study is completed and current transformers are specified in accordance with IEEE standards. Bus and line protections are selected from the various implementations discussed in the report. The settings for all protection relays are developed in detail based on system analysis and the expert guidelines obtained from a wide literature review. The resulting protection design was tested in a systematic fashion and demonstrated to be effective.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".