Minimum Pressure Criterion in Water Distribution Systems: Challenges and Consequences
Why this work is in the frame
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Bibliographic record
Abstract
Criteria which stipulate the minimum pressure at which water is to be delivered to customers from a water distribution system (WDS) differ around the world. Thus, interestingly, the pressure delivered to a customer might be judged high enough to meet standards in some countries, while water delivered under the same pressure in other countries is considered unacceptable. This paper provides a description of consequences and implications of changes in the minimum pressure criterion (MPC) to WDS design. Reducing the MPC may cause a decrease in pressure-based demands such as faucet, showers, and lawn watering and also improve system performance through reduced energy use, leakage, and the frequency of pipe breaks. However, lowering this criterion may make the system more susceptible to low pressure failures, either hydraulic (e.g., an inability to supply the required flow) or safety related (e.g., increasing the risk of an intrusion event associated with hydraulic transients). Therefore, there should be a clear understanding of the consequences and challenges prior to changes the MPC. Moreover, policies to control and avoid low pressure events are seldom fully linked to the value of the minimum pressure standard and the issue how the MPC is enforced/ensured in WDSs. The inter-related issues associated with MPC are raised here as important but neglected issues.
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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 it