Bibliographic record
Abstract
The intent of this thesis research is to develop a concept/methodology to advance technologies for controls of network accesses to the industrial processes of safety/operation-critical and to contribute to the nuclear process control modernization with improved nuclear operation security and consequently increased nuclear safety and cost savings. This thesis is focused on the security-integrated nuclear process network-access controls for modernizing nuclear operations. This thesis research commenced with assessments of the current states of nuclear processes in the live nuclear generating stations and identified improvements on the current nuclear practices and security concerns of using the network-based intelligent features of modern process controls for nuclear operations. This thesis has created SNP - Security-integrated Nuclear Process, OBAC - Operation Based Access Control, NOAA - Nuclear Operation Access Authentication, CSM - Cost Savings Model, etc. as the fundamental developments for contributions to the nuclear operations modernization with improved operation security and subsequently increased nuclear safety and cost savings in daily nuclear operations. The SNP is to transform the current nuclear practices into network-based nuclear operations that include equipment performance monitoring, nuclear data processing, nuclear equipment control and maintenance. The OBAC is an operation-based access control built upon the core nuclear operations and facilitates the security and quality controls of network accesses to nuclear operations. The NOAA is to provide user security authentication for access to nuclear operation network, which is composed of APP for access pre-access authentication and AQP for access qualification authentication. The CSM is designed for evaluations of the SNP and associated designs in terms of cost savings opportunity. The feasibility and practicality of these new designs are illustrated in the thesis, by analytical and numerical methods. The significance of these new designs is tremendous, resulting in potentially significant cost savings in daily nuclear generation, in addition with increased nuclear operation network security and subsequently the nuclear safety that is priceless.
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) | 0.001 | 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 | 0.001 |
| 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".