Effects of PCI Trigger Thresholds on Construction Carbon Emissions and Pavement Performance in Hot In-Place Recycling of Xinjiang Expressways

This deterministic scenario study examines how PCI trigger thresholds influence treatment timing, pavement condition, and cumulative construction-stage greenhouse-gas emissions for 4 cm hot in-place recycling within a boundary covering material production, transport, mixing, and on-site construction. Using project-derived deterioration parameters for nine Xinjiang expressway sections, annual simulations compared 4 cm hot in-place recycling rules over a 15-year horizon. Thirty-three rules combined pavement condition index (PCI) thresholds of 70–80 with assumed treatment gains of 5, 10 or 15 points. Each rule was evaluated under baseline parameters and twelve one-at-a-time perturbations of ±5% and ±10%. Feasibility required every section to maintain a pre-treatment PCI of at least 70 throughout the horizon. Thirteen rules were feasible at baseline, and eleven remained feasible in all 13 parameter scenarios. The selected thresholds were 76 at a 10-point gain and 75 at a 15-point gain, with baseline mean cumulative construction emissions of 11.8677 and 8.4770 kgCO2em−2, respectively. At a 15-point gain, threshold 74 passed the ±10% endpoint checks but failed when α decreased by 5%. Raising the PCI floor to 71 changed the selected thresholds to 77 and 76 for the two gain scenarios. The methodological contribution is an exhaustive integer-threshold scan coupled with section-wise feasibility screening across both endpoint and intermediate deterministic perturbations. The resulting thresholds are case-specific scenario outcomes, not probabilistic reliability estimates or whole-life carbon savings, and remain conditional on the adopted deterioration parameters, treatment gains, system boundary, and tested scenarios.

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Publication Details

Journal
Applied Sciences
Published
2026-11-05
DOI
https://doi.org/10.3390/app162110964
Primary Topic
Asphalt Pavement Performance Evaluation
Type
article
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article

Effects of PCI Trigger Thresholds on Construction Carbon Emissions and Pavement Performance in Hot In-Place Recycling of Xinjiang Expressways

Yuhang Zheng, Yao Li, Xiaomin Dai, Deqiang Feng
Applied Sciences
Asphalt Pavement Performance Evaluation
article

Effects of PCI Trigger Thresholds on Construction Carbon Emissions and Pavement Performance in Hot In-Place Recycling of Xinjiang Expressways

Yuhang Zheng, Yao Li, Xiaomin Dai, Deqiang Feng
article en

Abstract

This deterministic scenario study examines how PCI trigger thresholds influence treatment timing, pavement condition, and cumulative construction-stage greenhouse-gas emissions for 4 cm hot in-place recycling within a boundary covering material production, transport, mixing, and on-site construction. Using project-derived deterioration parameters for nine Xinjiang expressway sections, annual simulations compared 4 cm hot in-place recycling rules over a 15-year horizon. Thirty-three rules combined pavement condition index (PCI) thresholds of 70–80 with assumed treatment gains of 5, 10 or 15 points. Each rule was evaluated under baseline parameters and twelve one-at-a-time perturbations of ±5% and ±10%. Feasibility required every section to maintain a pre-treatment PCI of at least 70 throughout the horizon. Thirteen rules were feasible at baseline, and eleven remained feasible in all 13 parameter scenarios. The selected thresholds were 76 at a 10-point gain and 75 at a 15-point gain, with baseline mean cumulative construction emissions of 11.8677 and 8.4770 kgCO2em−2, respectively. At a 15-point gain, threshold 74 passed the ±10% endpoint checks but failed when α decreased by 5%. Raising the PCI floor to 71 changed the selected thresholds to 77 and 76 for the two gain scenarios. The methodological contribution is an exhaustive integer-threshold scan coupled with section-wise feasibility screening across both endpoint and intermediate deterministic perturbations. The resulting thresholds are case-specific scenario outcomes, not probabilistic reliability estimates or whole-life carbon savings, and remain conditional on the adopted deterioration parameters, treatment gains, system boundary, and tested scenarios.

Applied SciencesVol. 16(21)
Xinjiang University (CN)
Openalex Percentile: Top 20%
Asphalt Pavement Performance Evaluation
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Effects of PCI Trigger Thresholds on Construction Carbon Emissions and Pavement Performance in Hot In-Place Recycling of Xinjiang Expressways — Yuhang Zheng, Yao Li, et al. · Applied Sciences (2026) | TGRS Research Map | TGRS