Pub Date : 2022-11-01DOI: 10.1061/(asce)cp.1943-5487.0001042
A. Kaveh, Seyed Milad Hosseini
{"title":"Improved Bat Algorithm Based on Doppler Effect for Optimal Design of Special Truss Structures","authors":"A. Kaveh, Seyed Milad Hosseini","doi":"10.1061/(asce)cp.1943-5487.0001042","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001042","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"43 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90805938","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}
Pub Date : 2022-11-01DOI: 10.1061/(asce)cp.1943-5487.0001025
Fu-Chen Chen, Abhishek Subedi, M. Jahanshahi, David R. Johnson, E. Delp
{"title":"Deep Learning-Based Building Attribute Estimation from Google Street View Images for Flood Risk Assessment Using Feature Fusion and Task Relation Encoding","authors":"Fu-Chen Chen, Abhishek Subedi, M. Jahanshahi, David R. Johnson, E. Delp","doi":"10.1061/(asce)cp.1943-5487.0001025","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001025","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"183 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77176874","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}
Pub Date : 2022-11-01DOI: 10.1061/(asce)cp.1943-5487.0001043
James Velino, Sungku Kang, Michael B. Kane
{"title":"Machine Learning Control for Floating Offshore Wind Turbine Individual Blade Pitch Control","authors":"James Velino, Sungku Kang, Michael B. Kane","doi":"10.1061/(asce)cp.1943-5487.0001043","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001043","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"16 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91297148","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}
Pub Date : 2022-11-01DOI: 10.1061/(asce)cp.1943-5487.0001044
M. Kamari, Jaeyoon Kim, Youngjib Ham
{"title":"Analyzing Safety Risk Imposed by Jobsite Debris to Nearby Built Environments Using Geometric Digital Twins and Vision-Based Deep Learning","authors":"M. Kamari, Jaeyoon Kim, Youngjib Ham","doi":"10.1061/(asce)cp.1943-5487.0001044","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001044","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"26 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88887728","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}
Pub Date : 2022-11-01DOI: 10.1061/(asce)cp.1943-5487.0001049
Qing Hou, Chengbo Ai, Neil Boudreau
{"title":"Network-Level Guardrail Extraction Based on 3D Local Features from Mobile LiDAR Sensor","authors":"Qing Hou, Chengbo Ai, Neil Boudreau","doi":"10.1061/(asce)cp.1943-5487.0001049","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001049","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"45 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74945341","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}
Pub Date : 2022-10-27DOI: 10.1061/JCCEE5/CPENG-5068
Navid Kayhani, Angela P. Schoellig, B. McCabe
Tag-based visual-inertial localization is a lightweight method for enabling autonomous data collection missions of low-cost unmanned aerial vehicles (UAVs) in indoor construction environments. However, finding the optimal tag configuration (i.e., number, size, and location) on dynamic construction sites remains challenging. This paper proposes a perception-aware genetic algorithm-based tag placement planner (PGA-TaPP) to determine the optimal tag configuration using 4D-BIM, considering the project progress, safety requirements, and UAV's localizability. The proposed method provides a 4D plan for tag placement by maximizing the localizability in user-specified regions of interest (ROIs) while limiting the installation costs. Localizability is quantified using the Fisher information matrix (FIM) and encapsulated in navigable grids. The experimental results show the effectiveness of our method in finding an optimal 4D tag placement plan for the robust localization of UAVs on under-construction indoor sites.
{"title":"Perception-aware Tag Placement Planning for Robust Localization of UAVs in Indoor Construction Environments","authors":"Navid Kayhani, Angela P. Schoellig, B. McCabe","doi":"10.1061/JCCEE5/CPENG-5068","DOIUrl":"https://doi.org/10.1061/JCCEE5/CPENG-5068","url":null,"abstract":"Tag-based visual-inertial localization is a lightweight method for enabling autonomous data collection missions of low-cost unmanned aerial vehicles (UAVs) in indoor construction environments. However, finding the optimal tag configuration (i.e., number, size, and location) on dynamic construction sites remains challenging. This paper proposes a perception-aware genetic algorithm-based tag placement planner (PGA-TaPP) to determine the optimal tag configuration using 4D-BIM, considering the project progress, safety requirements, and UAV's localizability. The proposed method provides a 4D plan for tag placement by maximizing the localizability in user-specified regions of interest (ROIs) while limiting the installation costs. Localizability is quantified using the Fisher information matrix (FIM) and encapsulated in navigable grids. The experimental results show the effectiveness of our method in finding an optimal 4D tag placement plan for the robust localization of UAVs on under-construction indoor sites.","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"38 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83254120","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}
Pub Date : 2022-09-01DOI: 10.1061/(asce)cp.1943-5487.0001014
Ruichuan Zhang, N. El-Gohary
{"title":"Hierarchical Representation and Deep Learning-Based Method for Automatically Transforming Textual Building Codes into Semantic Computable Requirements","authors":"Ruichuan Zhang, N. El-Gohary","doi":"10.1061/(asce)cp.1943-5487.0001014","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001014","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"514 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78147606","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}
Pub Date : 2022-09-01DOI: 10.1061/(asce)cp.1943-5487.0001018
Kaijian Liu, N. El-Gohary
{"title":"Deep Learning-Based Analytics of Multisource Heterogeneous Bridge Data for Enhanced Data-Driven Bridge Deterioration Prediction","authors":"Kaijian Liu, N. El-Gohary","doi":"10.1061/(asce)cp.1943-5487.0001018","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001018","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"46 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78153490","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}
Pub Date : 2022-09-01DOI: 10.1061/(asce)cp.1943-5487.0001032
A. Ibrahim, M. G. Fard, K. El-Rayes
{"title":"Multiobjective Optimization of Reality Capture Plans for Computer Vision-Driven Construction Monitoring with Camera-Equipped UAVs","authors":"A. Ibrahim, M. G. Fard, K. El-Rayes","doi":"10.1061/(asce)cp.1943-5487.0001032","DOIUrl":"https://doi.org/10.1061/(asce)cp.1943-5487.0001032","url":null,"abstract":"","PeriodicalId":50221,"journal":{"name":"Journal of Computing in Civil Engineering","volume":"19 1","pages":""},"PeriodicalIF":6.9,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73208869","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}
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