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Research and activities involving our researchers, with dates and attribution from the linked sources.

Pawarotorn Chaipetch
Pawarotorn Chaipetch

Journal article

Prioritising rural-road maintenance with AHP–TOPSIS

Pawarotorn Chaipetch and coauthors study maintenance priorities across 724 road sections, balancing road condition, budget and regional needs.

Youwai et al. · Fig. 3 · CC BY 4.0
Youwai et al. · Fig. 3 · CC BY 4.0

Preprint · revised version

YOLO26-RD: road-survey research with open code

A preprint coauthored by Pawarotorn Chaipetch explores road-damage detection using survey imagery, learnable contrast and edge-guided downsampling. The authors provide a public repository.

Pawarotorn Chaipetch
Pawarotorn Chaipetch

Researcher activity · Source report

Pawarotorn shares digital infrastructure practice

Infra Plus reports Pawarotorn Chaipetch’s participation as its representative in an Engineering Expo panel on field data, GIS, AI and infrastructure management.

Research & knowledge exchange

The work, year by year.

A dated record of publications and documented activities involving our researchers. Each entry identifies its source and the organisation involved.

2026 8 records2025 12 records2024 9 records2023 13 records2022 9 records2021 6 records

Publications

Optimizing Budget Allocation for Low-Volume Roads Through the AHP-TOPSIS Approach

Evaluates an AHP–TOPSIS framework for rural-road maintenance prioritization using 724 one-kilometer road sections across eight regional bureaus in Thailand. Compared with conventional allocation under the same budget, the study reports 7.4% greater maintenance coverage and lower regional variation in post-maintenance roughness.

Suranaree Journal of Science and Technology, 33(4), 010450 (1–15) · Publication record

Preprints

YOLO26-RD: An End-to-End Road Damage Detection Network With Learnable Contrast Enhancement and Edge-Guided Downsampling

A pavement-distress detector informed by an audit of road-survey imagery. LearnableContrast adjusts local contrast, while EdgeSPD uses edge information during downsampling. The study compares five model scales with matched baselines; its findings are reported in an arXiv preprint.

arXiv:2608.15713v2 · Preprint · Revised 18 August 2026 · Revised preprint

Publications

Diffusion-Based Synthetic Augmentation with Quality-Aware Reference Selection and mAP-Guided Allocation for Enhancing Vehicle Detection Robustness

Studies diffusion-based synthetic data augmentation for vehicle detection, using quality-aware reference selection and mAP-guided allocation. Citation and authorship are verified from ACM-deposited metadata; the full text was not accessible in this scan.

Proceedings of the 3rd Asia Symposium on Image and Graphics (ASIG 2025), 51–63 · Online April 2026 · Online publication

Publications

Exploring Key Determinants of Traffic Accidents Fatalities in Thailand: A Hybrid Approach Machine Learning and Statistics

Statistical association measures and a convolutional deep-learning model examine factors linked to fatalities in Thai highway crash records. The study highlights safety equipment, road-user type and lighting conditions.

Proceedings of the 14th Asia-Pacific Conference on Transportation and the Environment (APTE 2025), 116–126 · Online publication

Publications

A Multi-Criteria Decision Support System for Prioritizing Road Maintenance: Integrating AHP and TOPSIS with a Focus on Low-Volume Roads

Combines AHP factor weighting with TOPSIS ranking to prioritize road maintenance. Economic, engineering, environmental and social criteria help account for low-volume roads that traffic and roughness measures alone may overlook. The study evaluates the decision-support approach on a Thai rural-road network.

IOP Conference Series: Earth and Environmental Science, 1450(1), 012004 · Publication record

Publications

YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism

A lightweight pavement-damage detector based on YOLOv9 with partial attention. The study evaluates accuracy and inference speed using road images from multiple countries and an expanded set of damage classes. The journal article and its earlier arXiv version are grouped as one work.

Journal of Real-Time Image Processing, 21, Article 163 · Online publication

Publications

Precision Road Infrastructure Management: Monocular Vision-Based 3D Damage Detection and Assessment

Combines YOLO9tr damage detection with calibrated monocular depth estimation to assess pavement damage using a vehicle-mounted camera. The conference manuscript investigates both damage classification and dimensional measurement, extending the detector toward road-maintenance assessment.

The 3rd International Conference on Advance Civil Engineering and Smart Structure · Author-uploaded conference manuscript, November 2024 · Publication record

Publications

Impacts of human resource management and knowledge management on non-financial organizational performance: Evidence of Thai infrastructure construction firms

A structural equation model evaluates relationships among human-resource practices, knowledge management and non-financial performance in Thai infrastructure construction firms. Knowledge management is examined as a mediating factor.

Ain Shams Engineering Journal, 13(6), 101750 · Publication record

Publications

A study of human resource management and knowledge management influencing the performance of Thai infrastructure contractors

Structural equation modelling examined relationships between human resource practices, knowledge management and the performance of Thai infrastructure contractors. The analysis found positive links between these organisational factors in the firms studied.

Journal of Engineering and Innovation, 15(4), 1–10 · Publication record

Publications

Factors Influencing Battery Electric Vehicle Adoption in Thailand—Expanding the Unified Theory of Acceptance and Use of Technology’s Variables

An online survey of 403 participants in Bangkok and nearby areas was analysed using structural equation modelling. The study examined how technology acceptance and environmental concern relate to battery-electric vehicle purchase intentions and use.

Sustainability, 14(14), 8482 · Online publication

Publications

Analytical of Multi-Criteria Approach for Identifying the Weight and Factor of Rural Road Maintenance Prioritization

Uses the Analytic Hierarchy Process to weight economic, engineering and social factors for rural-road maintenance. It relates priorities to the Department of Rural Roads’ strategic objectives, including network connectivity and the needs of low-traffic routes.

International Journal of GEOMATE, 22(91), 70–79 · Publication record

Publication and activity dates follow their sources; year-only entries have no verified day or month. Researcher participation does not by itself establish center ownership. This is a sourced selection, not a complete activity register.

From the archive

Dates below are original publication dates. Archive captured: 8 September 2026.

36 records

People

Center information · Historical directory

The center’s 2022 directory, with a link to the current team and updated roles.…

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About us

Center information

Background Infrastructure is an important factor in national development, including economic, social, cultural and national security development. It provides the structures that su…

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National Engineering 2019

News & activities

The Center of Excellence in Infrastructure Management took part in the exhibition at National Engineering 2019. The event was held on 13–15 November 2019 at IMPACT Forum, Muang Tho…

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News and events archive

Center information

Seminar: Thai Parliament commits to reducing road injuries and deaths Disaster preparedness and the Phon Phai application for disaster relief Department of Rural Roads chief engine…

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News and events archive

Center information

Seminar: Thai Parliament commits to reducing road injuries and deaths Disaster preparedness and the Phon Phai application for disaster relief Department of Rural Roads chief engine…

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News and events archive

Center information

Seminar: Thai Parliament commits to reducing road injuries and deaths Disaster preparedness and the Phon Phai application for disaster relief Department of Rural Roads chief engine…

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News and events archive

Center information

Seminar: Thai Parliament commits to reducing road injuries and deaths Disaster preparedness and the Phon Phai application for disaster relief Department of Rural Roads chief engine…

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Contact us

Center information

Contact details Click to enlarge Center of Excellence in Infrastructure Management Room 314, 3rd floor, Civil Engineering Building Faculty of Engineering, Chulalongkorn University …

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Original homepage

Center information

Center of Excellence in Infrastructure Management: Building toward the future To develop knowledge in infrastructure management engineering in Thailand through research with public…

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Original homepage

Center information

Center of Excellence in Infrastructure Management: Building toward the future To develop knowledge in infrastructure management engineering in Thailand through research with public…

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