Sea-Floor Power Generation System
Bibliographic record
Abstract
Ocean currents represent a potentially significant, \ncurrently untapped, resource of energy. The total worldwide power \nin ocean currents has been estimated to be about 5,000 GW, with \npower densities of up to 15 kW/m2. In the paper we describe a micro \nsea-floor power generation system being designed and developed at \nElectrical Energy System Lab, Memorial University of \nNewfoundland. The ocean current data around Newfoundland \nshows a significantly low non-tidal ocean current speed (in the \nrange of 0.11-0.15m/s) at various depths. We would like to extract \nfew watts electrical from the sea-floor ocean current. The produced \npower is required for the data processing computer and signal \nconditioning circuits of sea-floor instrumentation. The proposed \npower generation system will consist of a spiral shape drag type \nturbine rotor, a low rpm generator, batteries for energy storage, a \ncontrolled DC-DC converter, instrumentation and a micro \ncontroller based control system for the turbine. This paper describes \nprogress made so far. We present some ocean current data, design \nand lab test results of our first proto-type sea-floor power generation \nsystem.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".