Distribution Series Capacitor Application for Improved Motor Start and Flicker Mitigation
Bibliographic record
Abstract
Voltage flicker can become a significant problem for power distributors when large motor loads are connected in remote locations. Installation of a series capacitor in the feeder strengthens the network and allows these loads to be connected to existing lines, avoiding more significant investment in new substations or new distribution lines. This paper describes a real-life application of a distribution series capacitor in Alberta, Canada where a long feeder is compensated to reduce flicker caused by infrequent start of large motors. To ensure performance within established feeder operating parameters, network simulation tools are used in design and engineering of the series capacitor. Overvoltage protection system and methods to detect and overcome problems related to subsynchronous resonance during start of large motors is also described. This paper concludes that using distribution series capacitors is an effective and inexpensive method for network operators to connect large motor loads at the extremities of long distribution lines
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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".