Technical improvement in Qinshan Phase III nuclear power plant after commercial operation
Bibliographic record
Abstract
Qinshan NPP Phase Ⅲ(PHWR) Project is one of the national key projects during the9th Five-year Plan,the first commercial heavy water reactor nuclear power plant in China,and the biggest trade project between China and Canada.Qinshan Phase Ⅲ Project adopts the proven CANDU-6 reactor technology and refers to Wolsong Unit 3 and Unit 4 in Korea.Because of the difference of the site condition and standards,specific country situation and lack of operation feedback,it is greatly challenged to keep the safe and stable operation of Qinshan Phase Ⅲ plant during earlier commercial operation.Qinshan Phase Ⅲ analyzed and investigated the hidden troubles and hotspots,proposed the modifications and technical improvements,and great improvements were achieved in safety performance,operating performance,and economic efficiency.This paper describes the important modifications and technical improvements in Qinshan Phase Ⅲ,and the effects after implementation,which can serve as reference to similar projects.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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".