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Advanced Engineering Informatics, Volume 52
Volume 52, April 2022
- MohammadReza Tavakoli, Abdolali Faraji, Jarno Vrolijk
, Mohammadreza Molavi, Stefan T. Mol
An AI-based open recommender system for personalized labor market driven education. 101508 - Yung-Chang Chi, Hei-Chia Wang:
Establish a patent risk prediction model for emerging technologies using deep learning and data augmentation. 101509 - Xiaozhao Jin
Cooperative path planning with priority target assignment and collision avoidance guidance for rescue unmanned surface vehicles in a complex ocean environment. 101517 - Maysaa Khalil
A federated learning approach for thermal comfort management. 101526 - Feng Li, T. Warren Liao
Research on the collaboration of service selection and resource scheduling for IoT simulation workflows. 101528 - Kin Lok Keung, Y. Y. Chan, Kam K. H. Ng
Edge intelligence and agnostic robotic paradigm in resource synchronisation and sharing in flexible robotic and facility control system. 101530 - Lingxiang Yun
CPS-enabled and knowledge-aided demand response strategy for sustainable manufacturing. 101534 - Xianyu Zhang, Xinguo Ming, Yuguang Bao, Xiaoqiang Liao:
System construction for comprehensive industrial ecosystem oriented networked collaborative manufacturing platform (NCMP) based on three chains. 101538 - Jianlin Zhou, Shulin Lan, Yi Liu, Tengda Rong, Donald Huisingh:
Research on the relations between cognition and intelligent transformation of executive teams in small and medium-sized manufacturing enterprises. 101539 - Kin Lok Keung, Carman K. M. Lee, P. Ji:
Industrial internet of things-driven storage location assignment and order picking in a resource synchronization and sharing-based robotic mobile fulfillment system. 101540 - Daixing Zhong, Jiashuang Fan, Gangjun Yang, Baozhen Tian, Yukun Zhang:
Knowledge management of product design: A requirements-oriented knowledge management framework based on Kansei engineering and knowledge map. 101541 - Sujan Reddy A
Stacking Deep learning and Machine learning models for short-term energy consumption forecasting. 101542 - Kunyu Wang
Multi-class object detection in tunnels from 3D point clouds: An auto-optimized lazy learning approach. 101543 - Shitong Hou, Dai Jiao, Bin Dong, Haochen Wang, Gang Wu
Underwater inspection of bridge substructures using sonar and deep convolutional network. 101545 - Mei Yang, Zhiyong Ji, Ling Zhang, Aiwu Zhang, Yimin Xia:
A hybrid comprehensive performance evaluation approach of cutter holder for tunnel boring machine. 101546 - Ching-Hung Lee, Amy J. C. Trappey, Chien-Liang Liu
Design and management of digital transformations for value creation. 101547 - Beining Cao, Hongwei Niu, Jia Hao, Guoxin Wang:
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN). 101548 - Jingdao Chen, Yong Kwon Cho:
CrackEmbed: Point feature embedding for crack segmentation from disaster site point clouds with anomaly detection. 101550 - Cédric Baudrit, Franck Taillandier, Corinne Curt, Quynh Anh Hoang
Graph based knowledge models for capitalizing, predicting and learning: A proof of concept applied to the dam systems. 101551 - Wei Li, Xiang Zhong, Haidong Shao, Baoping Cai, Xingkai Yang:
Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework. 101552 - Jean Panaioti Jordanou
Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks. 101553 - Shengnan Tang, Yong Zhu, Shouqi Yuan:
A novel adaptive convolutional neural network for fault diagnosis of hydraulic piston pump with acoustic images. 101554 - Wesley Angelino de Souza
Selection of features from power theories to compose NILM datasets. 101556 - Ruichuan Zhang, Nora M. El-Gohary:
Natural language generation and deep learning for intelligent building codes. 101557 - Eugen Rigger, Kristina Shea, Tino Stankovic
Method for identification and integration of design automation tasks in industrial contexts. 101558 - Yu-Cheol Lee
SRS: Spatial-tagged radio-mapping system combining LiDAR and mobile-phone data for indoor location-based services. 101560 - Linjin Sun, Yangjian Ji, Xiaoyang Zhu, Tao Peng:
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions. 101561 - Fuwen Hu:
Mutual information-enhanced digital twin promotes vision-guided robotic grasping. 101562 - Jianji Ren, Zhenxi Wang, Yong Pang
Genetic algorithm-assisted an improved AdaBoost double-layer for oil temperature prediction of TBM. 101563 - Pin Lyu, Kewei Zhang, Wenbing Yu, Baicun Wang, Chao Liu
A novel RSG-based intelligent bearing fault diagnosis method for motors in high-noise industrial environment. 101564 - Rongge Xu
Efficient surface defect detection using self-supervised learning strategy and segmentation network. 101566 - Amy J. C. Trappey, Charles V. Trappey, Eason Lin:
Intelligent trademark recognition and similarity analysis using a two-stage transfer learning approach. 101567 - Huan Luo, Stephanie German Paal:
Artificial intelligence-enhanced seismic response prediction of reinforced concrete frames. 101568 - Yasmine Elkhayat, Mohamed Marzouk:
Selecting feasible standard form of construction contracts using text analysis. 101569 - Yafeng Niu
Research on visual representation of icon colour in eye-controlled systems. 101570 - Wei Wu
Just Trolley: Implementation of industrial IoT and digital twin-enabled spatial-temporal traceability and visibility for finished goods logistics. 101571 - Yindong Lian
A spatio-temporal constrained hierarchical scheduling strategy for multiple warehouse mobile robots under industrial cyber-physical system. 101572 - Jian Wang, Rong Li, Guofu Ding, Shengfeng Qin
Product-service system engineering characteristics design for life cycle cost based on constraint satisfaction problem and Bayesian network. 101573 - Fadi Castronovo
Problem-solving processes in an educational construction simulation game. 101574 - FuTao Ni, Zhili He
A Generative adversarial learning strategy for enhanced lightweight crack delineation networks. 101575 - Lucian-Constantin Ungureanu
Intelligent computing: Digitization and digitalization to support waste reduction and prevention. 101576 - Hsien-Pin Hsu:
Solving the feeder assignment, component sequencing, and nozzle assignment problems for a multi-head gantry SMT machine using improved firefly algorithm and dynamic programming. 101583 - Zheng Wang, Peng Gao, Xuening Chu:
Sentiment analysis from Customer-generated online videos on product review using topic modeling and Multi-attention BLSTM. 101588 - Minghui Wu
How human-robot collaboration impacts construction productivity: An agent-based multi-fidelity modeling approach. 101589 - Yalin Wang, Diju Liu
Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling. 101590 - Maryam Daneshfar, Timo Hartmann, Jochen Rabe:
An ontology to represent geospatial data to support building renovation. 101591 - Hafiz Hashim, Eoghan Clifford, Paraic C. Ryan
False alarm moderation for performance monitoring in industrial water distribution systems. 101592 - Emmanuel Anuoluwa Bamidele, Ahmed Olanrewaju Ijaola, Michael Bodunrin, Oluwaniyi Ajiteru, Afure Martha Oyibo, Elizabeth Makhatha, Eylem Asmatulu:
Discovery and prediction capabilities in metal-based nanomaterials: An overview of the application of machine learning techniques and some recent advances. 101593 - Yanzheng Lu
Online interaction method of mobile robot based on single-channel EEG signal and end-to-end CNN with residual block model. 101595 - Patrick B. Rodrigues, Yijing Xiao, Yoko E. Fukumura
Ergonomic assessment of office worker postures using 3D automated joint angle assessment. 101596 - Jaemun Sim, Kyoung-Yun Kim
Instance selection-based dissimilar weldment design prediction for resistant spot welding. 101597 - Shaowei Liu, Hongkai Jiang, Yanfeng Wang, Ke Zhu, Chaoqiang Liu:
A deep feature alignment adaptation network for rolling bearing intelligent fault diagnosis. 101598 - Amal Saadallah
Simulation and sensor data fusion for machine learning application. 101600 - Siyu Zhu, Jin Qi, Jie Hu, Sheng Hao:
A new approach for product evaluation based on integration of EEG and eye-tracking. 101601 - Yewei Ouyang
Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced. 101602 - Jichao Zhuang
Multi-component attention-based convolution network for color difference recognition with wavelet entropy strategy. 101603 - Changmin Li, Lu Zhang, Liang Zhang:
A route and speed optimization model to find conflict-free routes for automated guided vehicles in large warehouses based on quick response code technology. 101604 - Linlin Zha, Kai Ma
A robust double-parallel extreme learning machine based on an improved M-estimation algorithm. 101606 - Qiming Hu
An efficient solder joint defects method for 3D point clouds with double-flow region attention network. 101608 - Yaqiong Lv
Vibration signal-based early fault prognosis: Status quo and applications. 101609 - Yunliang Huo, Junbo Liu, Ji Xiong, Wenjun Xiao, Jianfeng Zhao:
Machine learning and CBR integrated mechanical product design approach. 101611 - Fabian Dworschak
Reinforcement Learning for Engineering Design Automation. 101612 - Auwal H. Abubakar, Pingyu Jiang
Adaptability analysis of design for additive manufacturing by using fuzzy Bayesian network approach. 101613 - Mohammad Amin Hariri-Ardebili
Machine learning-aided PSDM for dams with stochastic ground motions. 101615 - Mahdi Azizi, Siamak Talatahari, Pooya Sareh:
Design optimization of fuzzy controllers in building structures using the crystal structure algorithm (CryStAl). 101616 - Xuerui Li, Xinggang Hou, Mei Yang
A method of constructing an inspiration library driven by user-perceived preference evaluation data for biologically inspired design. 101617 - Jialan Liu
Geometric-thermal error control system for gear profile grinding machine. 101618 - Xianyu Zhang
Comprehensive understanding of smart product service system from multi-dimension and multi-perspective: An innovative service model for Customer-product Interaction Life Cycle (CILC). 101619 - Veera Babu Ramakurthi, Vijaya Kumar Manupati
An innovative approach for resource sharing and scheduling in a sustainable distributed manufacturing system. 101620 - Yu Zhang
Computational design synthesis for Fabrication-Aware assembly problems using building objects with dimensional variations. 101621 - Shuangyao Zhao, Qiang Zhang, Zhanglin Peng, Xiaonong Lu:
Product platform configuration for product families: Module clustering based on product architecture and manufacturing process. 101622 - Junayed Pasha, Arriana L. Nwodu, Amir M. Fathollahi Fard, Guangdong Tian, Zhiwu Li, Hui Wang, Maxim A. Dulebenets:
Exact and metaheuristic algorithms for the vehicle routing problem with a factory-in-a-box in multi-objective settings. 101623 - Varun Kasireddy, Burcu Akinci
Assessing the impact of 3D point neighborhood size selection on unsupervised spall classification with 3D bridge point clouds. 101624 - Ying Hong, Haiyan Xie, Vahan Hovhannisyan, Ioannis K. Brilakis
A graph-based approach for unpacking construction sequence analysis to evaluate schedules. 101625 - Seonghyeon Moon, Gitaek Lee, Seokho Chi:
Corrigendum to "Automated system for construction specification review using natural language processing" [Adv. Eng. Inf. 51 (2022) 101495]. 101626 - Xia Chen
A hybrid-model forecasting framework for reducing the building energy performance gap. 101627 - Thomas Schlegl
Adaptive similarity search for the retrieval of rare events from large time series databases. 101629 - Necdet Geren
Automated sizing of automotive steering ball joints in parametric CAD environment using expert knowledge and feature-based computer-assisted 3D modelling. 101630 - Osama M. Mohsen
A machine learning approach to predict production time using real-time RFID data in industrialized building construction. 101631 - Zhihua Chen
Configuration optimization of service solution for smart product service system under hybrid uncertain environments. 101632 - Xianyu Zhang, Xinguo Ming, Yuguang Bao, Xiaoqiang Liao:
Industrial Internet Platform (IIP) enabled Smart Product Lifecycle-Service System (SPLSS) for manufacturing model transformation: From an industrial practice survey. 101633 - Yu Han, Jinru Yang, Yongsheng Diao, Ruoyu Jin
Process and Outcome-based Evaluation between Virtual Reality-driven and Traditional Construction Safety Training. 101634 - Youde Wu, Linzhen Zhou, Pai Zheng
A digital twin-based multidisciplinary collaborative design approach for complex engineering product development. 101635 - Jinpu Zhang, Guozhong Cao, Qingjin Peng, Runhua Tan, Wei Liu, Huangao Zhang:
A systematic knowledge-based method for design of transformable product. 101638 - Kung-Jeng Wang, Luh Juni Asrini
Model for deep learning-based skill transfer in an assembly process. 101643
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