Serviceability of foam core structural panels based on bond strength
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Oriented strand board (OSB) face sheets adhered to polyurethane (PUR) foam have been used to make structural insulated panels (SIPs) for energy-efficient buildings for many years. One challenge for more widespread use is lack of a clear indication of service life and durability. Many regulatory agencies do not allow the use of SIPs without dimensional lumber framing, asserting OSB is typically not a principal structural member and citing a concern for service life. This paper presents the results of research focused on the evaluation of bond strength between the OSB skins and the PUR foam core as one measure of service life and fabrication quality. A total of 120 pull-off tests were conducted on panels subjected to various environments. A total of 120 tests were conducted on new to highly weathered, aged panels. Only 2·5% of these tests displayed partial debonding between the OSB and foam. Of the remaining specimens, 77·5% exhibited shear failure within the foam, indicating acceptable bond strength. The remaining 20% failed within the OSB skin. This paper discusses the findings and potential implications for service life of OSB skins and PUR foam core.
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.
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 | 0.000 |
| 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 it