Automation in Construction - June 2024

Published:	June 2024

Articles in this Issue

Author(s)	Title	Page(s)
Rogage, Kay / Doukari, Omar	3D object recognition using deep learning for automatically generating semantic BIM data	105366
Gappmaier, Peter / Reichenbach, Sara / Kromoser, Benjamin	Advances in formwork automation, structure and materials in concrete construction	105373
Koohmishi, Mehdi / Kaewunruen, Sakdirat / Chang, Ling / Guo, Yunlong	Advancing railway track health monitoring: Integrating GPR, InSAR and machine learning for enhanced asset management	105378
Mahmoud, Mostafa / Chen, Wu / Yang, Yang / Li, Yaxin	Automated BIM generation for large-scale indoor complex environments based on deep learning	105376
Zhang, Xuan / Zhang, Xueqing	Automated component delivery management under uncertainty for prefabricated buildings to minimize cost and harmful emissions	105388
Qiu, Shi / Cai, Benxin / Wang, Weidong / Wang, Jin / Zaheer, Qasim / Liu, Xianhua / Hu, Wenbo / Peng, Jun	Automated detection of railway defective fasteners based on YOLOv8-FAM and synthetic data using style transfer	105363
Liu, Chenyu / Wu, Jing / Jiang, Xinlang / Gu, Yunfan / Xie, Luqi / Huang, Zhengrong	Automatic assembly of prefabricated components based on vision-guided robot	105385
Chen, Zhaohui / Asadi Shamsabadi, Elyas / Jiang, Sheng / Shen, Luming / Dias-da-Costa, Daniel	An average pooling designed Transformer for robust crack segmentation	105367
Solihin, Wawan / Liu, Ziwen / Lu, Yujie / Wei, Lai	BIM-based automated rule-checking in the AECO industry: Learning from semiconductor manufacturing	105406
Deng, Lu / Yuan, Huaqing / Long, Lizhi / Chun, Pang-Jo / Chen, Weiwei / Chu, Honghu	Cascade refinement extraction network with active boundary loss for segmentation of concrete cracks from high-resolution images	105410
Li, Xinyue / Wang, Shengwei / Cao, Jiannong	Cellular network-based IIoT architecture for time-critical control tasks of building automation	105387
Tang, Yao / Huang, Bo / Wang, Shaorui / Zhou, Jianting / Xiang, Zhengsong / Sheng, Chengchong / He, Chang / Wang, Haizhu / Ruan, Lingyu	Computer vision-based real-time continuous monitoring of the pose for large-span bridge cable lifting structures	105383
Kwiatoń, Paweł / Cekus, Dawid / Waryś, Paweł	Computer-aided rotary crane stability assessment	105370
Ullah, Mati / Mir, Junaid / Husain, Syed Sameed / Shahid, Muhammad Laiq Ur Rahman / Ahmad, Afaq	Concrete forensic analysis using deep learning-based coarse aggregate segmentation	105372
Baghalzadeh Shishehgarkhaneh, Milad / Moehler, Robert C. / Fang, Yihai / Aboutorab, Hamed / Hijazi, Amer A.	Construction supply chain risk management	105396
He, Zhili / Chen, Wang / Zhang, Jian / Wang, Yu-Hsing	Crack segmentation on steel structures using boundary guidance model	105354
Tomczak, Michał / Jaśkowski, Piotr	Customized particle swarm optimization for harmonizing multi-section construction projects	105359
Zhang, Tianci / Fu, Tao / Ni, Tao / Yue, Haifeng / Wang, Yongpeng / Song, Xueguan	Data-driven excavation trajectory planning for unmanned mining excavator	105395
Jang, Keunyoung / Park, Sinzeon / Jung, Hyunjun / Yoo, Hoon / An, Yun-Kyu	Deep learning-based 3D digital damage map of vertical-type tunnels using unmanned fusion data scanning	105397
Wang, Ran / Liu, Yanyan / Xue, Bin / Liu, Bingsheng / Meng, Junna	Deep neural networks for corporate misconduct prediction in construction industry using data from social networks	105361
AlBalkhy, Wassim / Karmaoui, Dorra / Ducoulombier, Laure / Lafhaj, Zoubeir / Linner, Thomas	Digital twins in the built environment: Definition, applications, and challenges	105368
Chen, Zeren / Guan, Wei / Guo, Jianbo / Xue, Duomei / Liu, Zhengbin / Wang, Guoqiang / Quan, Long	Electric shovel trajectory tracking with inversion sliding mode based on Lyapunov functions	105364
Leder, Samuel / Kim, HyunGyu / Sitti, Metin / Menges, Achim	Enhanced co-design and evaluation of a collective robotic construction system for the assembly of large-scale in-plane timber structures	105390
Schönfelder, Phillip / Aziz, Angelina / Bosché, Frédéric / König, Markus	Enriching BIM models with fire safety equipment using keypoint-based symbol detection in escape plans	105382
Liang, Ci-Jyun / Le, Thai-Hoa / Ham, Youngjib / Mantha, Bharadwaj R. K. / Cheng, Marvin H. / Lin, Jacob J.	Ethics of artificial intelligence and robotics in the architecture, engineering, and construction industry	105369
liu, yuming / Alias, Aidi Hizami Bin / Haron, Nuzul Azam / Abu Bakar, Nabilah / Wang, Hao	Exploring three pillars of construction robotics via dual-track quantitative analysis	105391
Mehranfar, Mansour / Braun, Alexander / Borrmann, André	From dense point clouds to semantic digital models: End-to-end AI-based automation procedure for Manhattan-world structures	105392
Hong, Seung Wan / Lee, Jin / Lee, Jin Kook	Human behaviour simulation for promoting usefulness and user-centric values in parametric design	105386
Hu, Ruibo / Chen, Ke / Jiang, Weiguang / Luo, Hanbin	IFC data extension for real-time safety monitoring of automated construction in high-rise building projects	105408
Liu, Tianyi / Ma, Guofeng / Wang, Ding / Pan, Xinming	Intelligent green retrofitting of existing buildings based on case-based reasoning and random forest	105377
Areti, Madhu / Hasnain, Zohaib	Leveraging local neighborhood features in 3D unstructured point cloud data for geometry-based automated damage delineation	105393
Gao, Yu / Wang, Jiayuan / Xu, Xiaoxiao	Machine learning in construction and demolition waste management: Progress, challenges, and future directions	105380
Mozhdehi, Saleh / Baradaran, Vahid / Hosseinian, Amir Hossein	Multi-skilled resource-constrained multi-project scheduling problem with dexterity improvement of workforce	105360
Zhang, Yingchao / Liu, Cheng	Network for robust and high-accuracy pavement crack segmentation	105375
Wang, Boyu / Chen, Zhengyi / Li, Mingkai / Wang, Qian / Yin, Chao / Cheng, Jack C. P.	Omni-Scan2BIM: A ready-to-use Scan2BIM approach based on vision foundation models for MEP scenes	105384
Paes, Daniel / Feng, Zhenan / King, Maddy / Khorrami Shad, Hesam / Sasikumar, Prasanth / Pujoni, Diego / Lovreglio, Ruggiero	Optical see-through augmented reality fire safety training for building occupants	105371
Huang, Hao / Ruan, Bin / Wu, Xianguo / Qin, Yawei	Parameterized modeling and safety simulation of shield tunnel based on BIM-FEM automation framework	105362
Dinesh, A. / Rahul Prasad, B.	Predictive models in machine learning for strength and life cycle assessment of concrete structures	105412
Cheng, Min-Yuan / Vu, Quoc-Tuan / Teng, Ren-Kwei	Real-time risk assessment of multi-parameter induced fall accidents at construction sites	105409
Zeng, Pengyu / Gao, Wen / Yin, Jun / Xu, Pengjian / Lu, Shuai	Residential floor plans: Multi-conditional automatic generation using diffusion models	105374
Yarovoi, Andrew / Cho, Yong Kwon	Review of simultaneous localization and mapping (SLAM) for construction robotics applications	105344
Soleymani, Maryam / Bonyani, Mahdi / Wang, Chao	Simulation of autonomous resource allocation through deep reinforcement learning-based portfolio-project integration	105381
Jia, Shoujun / Liu, Chun / Wu, Hangbin / Guo, Zhijian / Peng, Xuming	Towards accurate correspondence between BIM and construction using high-dimensional point cloud feature tensor	105407
Chen, Xinyu / Yu, Yantao	An unsupervised low-light image enhancement method for improving V-SLAM localization in uneven low-light construction sites	105404
Chen, Xue / Wang, Yiheng / Wang, Jingwen / Bouferguene, Ahmed / Al-Hussein, Mohamed	Vision-based real-time process monitoring and problem feedback for productivity-oriented analysis in off-site construction	105389
Hou, Lili / Zhang, Qian / Du, Yanliang	Width estimation of hidden cracks in tunnel lining based on time-frequency analysis of GPR data and back propagation neural network optimized by genetic algorithm	105394

About this
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IssueID
72286
Published on:
29/04/2024
Last updated on:
20/06/2024

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Automation in Construction - June 2024

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Automation in Construction - June 2024

Articles in this Issue

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