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Advanced Engineering Informatics, Volume 53
Volume 53, August 2022
- Lingxia Liu, Mohammad Khishe, Mokhtar Mohammadi
, Adil Hussein Mohammed:
Optimization of constraint engineering problems using robust universal learning chimp optimization. 101636 - Omobolanle O. Ogunseiju
Mixed reality environment for learning sensing technology applications in Construction: A usability study. 101637 - Mohammad Karkhaneh
Anomalous load profile detection in power systems using wavelet transform and robust regression. 101639 - Christoph Emunds
SpaRSE-BIM: Classification of IFC-based geometry via sparse convolutional neural networks. 101641 - Siyang Zhou
Physics-based machine learning method and the application to energy consumption prediction in tunneling construction. 101642 - Huicong Hu, Ying Liu, Wen Feng Lu, Xin Guo
A quantitative aesthetic measurement method for product appearance design. 101644 - Ying Hong
Improving the accuracy of schedule information communication between humans and data. 101645 - Jungho Jeon
Multi-class classification of construction hazards via cognitive states assessment using wearable EEG. 101646 - Mi Chang
Understanding service connectivity based on digital serendipity: An actor-network approach. 101647 - Shen Yan
Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates. 101648 - Hui Yu, Wu Zhao, Qian Zhao:
Distributed representation learning and intelligent retrieval of knowledge concepts for conceptual design. 101649 - Zhenghong Wu, Hongkai Jiang, Shaowei Liu, Chunxia Yang:
A Gaussian-guided adversarial adaptation transfer network for rolling bearing fault diagnosis. 101651 - Yang Ni, Yingguang Li, Changqing Liu, Xu Liu:
A mechanism informed neural network for predicting machining deformation of annular parts. 101661 - Ipek Gursel Dino
Vision-based estimation of the number of occupants using video cameras. 101662 - Sebastian Esser
Graph-based version control for asynchronous BIM collaboration. 101664 - Chao Wang, Yu Ding, Ning Yan, Liang Ma, Jian Ma, Chen Lu
A novel Long-term degradation trends predicting method for Multi-Formulation Li-ion batteries based on deep reinforcement learning. 101665 - Li Liu, Jian Liu
Machine learning algorithm selection for windage alteration fault diagnosis of mine ventilation system. 101666 - Yuan Sun
Online site visits using virtual collaborative spaces: A plan-reading activity on a digital building site. 101667 - Yang Ye
Cognitive characteristics in firefighter wayfinding Tasks: An Eye-Tracking analysis. 101668 - Dongliang Zhang, Mingchao Li, Dan Tian, Lingguang Song, Yang Shen:
Intelligent text recognition based on multi-feature channels network for construction quality control. 101669 - Bruno Zuada Coelho, Marios Karaoulis:
Data fusion of geotechnical and geophysical data for three-dimensional subsoil schematisations. 101671 - Ying Liang, Ke Xu
Automatic defect detection of texture surface with an efficient texture removal network. 101672 - Jason Runge, Radu Zmeureanu
Deep learning forecasting for electric demand applications of cooling systems in buildings. 101674 - Camille Châteauvieux-Hellwig, Jimmy Abualdenien, André Borrmann
Analysis of early-design timber models for sound insulation. 101675 - Jiewu Leng
Digital twins-based flexible operating of open architecture production line for individualized manufacturing. 101676 - Yue Wang
A deep spatio-temporal meta-learning model for urban traffic revitalization index prediction in the COVID-19 pandemic. 101678 - Jaehyun Yoon, Jaehyeok Doh:
Optimal PID control for hovering stabilization of quadcopter using long short term memory. 101679 - Akshay G. Bharadwaj, Binil Starly
Knowledge graph construction for product designs from large CAD model repositories. 101680 - Shengyan Zhu, Huiwen Wang
A decision model on human-robot collaborative routing for automatic logistics. 101681 - Jianghong Zhou
Remaining useful life prediction of bearings by a new reinforced memory GRU network. 101682 - Jin Qi, Jie Hu, Haiqing Huang, Yinghong Peng:
New customer-oriented design concept evaluation by using improved Z-number-based multi-criteria decision-making method. 101683 - Shuaiyin Ma
Data-driven cleaner production strategy for energy-intensive manufacturing industries: Case studies from Southern and Northern China. 101684 - Shipei Li, Dunbing Tang, Deyi Xue, Qi Wang, Haihua Zhu:
Assembly sequence planning based on structure cells in open design. 101685 - Qingxiang Chen, Jing Chen, Wumeng Huang:
Pathfinding method for an indoor drone based on a BIM-semantic model. 101686 - Yiming Liu
Review on automated condition assessment of pipelines with machine learning. 101687 - Jiajing Liu, Weili Fang, Peter E. D. Love, Timo Hartmann, Hanbin Luo, Lulu Wang:
Detection and location of unsafe behaviour in digital images: A visual grounding approach. 101688 - Zengcong Li, Shu Zhang, Hongqing Li, Kuo Tian
On-line transfer learning for multi-fidelity data fusion with ensemble of deep neural networks. 101689 - Xiangying Zhang
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers. 101690 - Peng Ding, Minping Jia
Intelligent machinery health prognostics under variable operation conditions with limited and variable-length data. 101691 - Qinghua Lu, Junmeng Lin, Lufeng Luo, Yunzhi Zhang, Wenbo Zhu:
A supervised approach for automated surface defect detection in ceramic tile quality control. 101692 - Jiacheng Xie
A digital smart product service system and a case study of the mining industry: MSPSS. 101694 - Kun Zhou
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy. 101695 - Edgar Hernando Sepúlveda Oviedo
Feature extraction and health status prediction in PV systems. 101696 - Kaibin Rong, Han Ding, Siyu Chen, Yongsheng Wang, Zhenyu Zhou, Riu Lu:
Top-Rem grinding tool modification considering loaded edge contact for spiral bevel gears. 101697 - Cho Yin Yiu
Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks. 101698 - Yiheng Wang, Bo Xiao
Vision-based method for semantic information extraction in construction by integrating deep learning object detection and image captioning. 101699 - Zeqiang Zhang
A fast two-stage hybrid meta-heuristic algorithm for robust corridor allocation problem. 101700 - Hao Li, Wenfeng Ma, Haoqi Wang, Gen Liu, Xiaoyu Wen, Yuyan Zhang, Miying Yang, Guofu Luo, Guizhong Xie, Chunya Sun:
A framework and method for Human-Robot cooperative safe control based on digital twin. 101701 - Peng Lu
A product design method for form and color matching based on aesthetic theory. 101702 - Felix Lanfermann, Sebastian Schmitt:
Concept identification for complex engineering datasets. 101704 - Dongsheng Zhu, Zhijing Zhang, Lingling Shi, Jiahui Qian, Saren Qimuge
A hierarchical assembly knowledge representation framework and microdevice assembly ontology. 101705 - Wenjie Jia, Wei Wang, Zhenzu Zhang:
From simple digital twin to complex digital twin Part I: A novel modeling method for multi-scale and multi-scenario digital twin. 101706 - Mohamed Abdallah, Manar Abu Talib, Mariam Hosny
Forecasting highly fluctuating electricity load using machine learning models based on multimillion observations. 101707 - Fan Xu, Lei Wang:
Constructing a health indicator for bearing degradation assessment via an unsupervised and enhanced stacked autoencoder. 101708 - Zaid Abbas Al-Sabbag, Chul Min Yeum
Enabling human-machine collaboration in infrastructure inspections through mixed reality. 101709
- Dongmin Lee, SangHyun Lee, Neda Masoud
Digital twin-driven deep reinforcement learning for adaptive task allocation in robotic construction. 101710
- Rafael Sacks
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design. 101711 - Yanpu Yang, Qinxia Yang, Weilan An, Zheng Gong:
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm. 101712 - Zuanyu Zhu, Yu Yang, Niaoqing Hu, Zhe Cheng, Junsheng Cheng:
Sparse random projection-based hyperdisk classifier for bevel gearbox fault diagnosis. 101713 - Yujing Chen, Bin Yang:
Analysis on the evolution of shipping logistics service supply chain market structure under the application of blockchain technology. 101714 - Hongting Zhou
Topic discovery innovations for sustainable ultra-precision machining by social network analysis and machine learning approach. 101715 - Yu-Chi Lee
SEE: A proactive strategy-centric and deep learning-based ergonomic risk assessment system for risky posture recognition. 101717 - Hien Nguyen Ngoc
Human-centered design for advanced services: A multidimensional design methodology. 101720 - Jinxi Wang
Maximum average impulse energy ratio deconvolution and its application for periodic fault impulses enhancement of rolling bearing. 101721 - Han Ding
Data-driven bending fatigue life forecasting and optimization via grinding Top-Rem tool parameters for spiral bevel gears. 101724
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