{"title":"Optimizing Task Allocation in Human-in-the-Lead Construction Robotics: A Framework for Wood Assembly–Based Robotics in Panelized Construction","authors":"Behnam M. Tehrani, Aladdin Alwisy","doi":"10.1061/jccee5.cpeng-6570","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-6570","url":null,"abstract":"Existing human–robot collaboration (HRC) research often overemphasizes an equal partnership, which can hinder the effective integration of robots in the dynamic environment of industrialized construction (IC). This paper introduces a Human-in-the-Lead Construction Robotics (HiLCR) framework that prioritizes human leadership. By leveraging humans’ ability to handle IC complexities, including customized designs and material variability, HiLCR optimizes task allocation. The proposed two-level framework utilizes design- and task-driven parametric and tolerance analysis. This framework divides tasks into three categories by conducting a parametric analysis (first level) to link design parameters with prefabrication tasks, and a tolerance analysis (second level) using Monte Carlo simulations accounts for material variability, particularly in natural wood assemblies. The results of the tolerance analysis further subdivide tasks into automated and guided standard procedures. The task allocation of 96 standardized IC activities resulted in 65 repetitive procedures automated for robots and 31 guided and dynamic procedures assigned to human workers. Human procedures encompassed all tasks requiring decision-making for fine-tuning assembly, whereas robot procedures included physically demanding (e.g., pick-up) and hazardous operations (e.g., nailing and cutting).","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"39 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147901372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wei Guan, Shuai Wang, Zeren Chen, Guohua Wu, Yi Fang, Haoyan Zhang, Guoqiang Wang
{"title":"A Deep Learning and Vision-Based Solution for Material Volume Estimation Considering Devices’ Applications","authors":"Wei Guan, Shuai Wang, Zeren Chen, Guohua Wu, Yi Fang, Haoyan Zhang, Guoqiang Wang","doi":"10.1061/jccee5.cpeng-5436","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5436","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"43 11","pages":""},"PeriodicalIF":6.9,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139127632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multilabel CNN Model for Asphalt Distress Classification","authors":"Mai Sirhan, S. Bekhor, A. Sidess","doi":"10.1061/jccee5.cpeng-5500","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5500","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"79 3","pages":""},"PeriodicalIF":6.9,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139128134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Olayiwola, A. Akanmu, Xinghua Gao, H. Murzi, K. Afsari
{"title":"Design and Usability Evaluation of an Annotated Video–Based Learning Environment for Construction Engineering Education","authors":"J. Olayiwola, A. Akanmu, Xinghua Gao, H. Murzi, K. Afsari","doi":"10.1061/jccee5.cpeng-5206","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5206","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":" ","pages":""},"PeriodicalIF":6.9,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44154466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yiheng Wang, Bo Xiao, Ahmed Bouferguene, Mohamed Al-Hussein, Heng Li
{"title":"Content-Based Image Retrieval for Construction Site Images: Leveraging Deep Learning–Based Object Detection","authors":"Yiheng Wang, Bo Xiao, Ahmed Bouferguene, Mohamed Al-Hussein, Heng Li","doi":"10.1061/jccee5.cpeng-5473","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5473","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"140 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134957533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Natural Language Processing with Multitask Classification for Semantic Prediction of Risk-Handling Actions in Construction Contracts","authors":"H. Pham, SangUk Han","doi":"10.1061/jccee5.cpeng-5218","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5218","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"168 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87523417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tse Hsiang Wang, Aritra Pal, Jacob J. Lin, S. Hsieh
{"title":"Construction Photo Localization in 3D Reality Models for Vision-Based Automated Daily Project Monitoring","authors":"Tse Hsiang Wang, Aritra Pal, Jacob J. Lin, S. Hsieh","doi":"10.1061/jccee5.cpeng-5353","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5353","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"56 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83890979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Combining Smart Construction Objects–Enabled Blockchain Oracles and Signature Techniques to Ensure Information Authentication and Integrity in Construction","authors":"Weisheng Lu, Jinfeng Lou, Liupengfei Wu","doi":"10.1061/jccee5.cpeng-5268","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5268","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":" ","pages":""},"PeriodicalIF":6.9,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43046736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Intelligent Defect Diagnosis of Appearance Quality for Prefabricated Concrete Components Based on Target Detection and Multimodal Fusion Decision","authors":"Yan Liang, Guangyao Chen, Sihao Li, Zhao Xu","doi":"10.1061/jccee5.cpeng-5460","DOIUrl":"https://doi.org/10.1061/jccee5.cpeng-5460","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":" ","pages":""},"PeriodicalIF":6.9,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45475886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}