Advanced Engineering Informatics

Article	Citations
An unsupervised approach to early fault detection and performance degradation assessment in bearings	280
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	266
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	239
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	193
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	189
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	176
CAMHighways: The Cambridge Highways dataset	175
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	174
A hybrid data-physics framework with conformal GNN for enhanced damage identification	165
Knowledge graph construction for product designs from large CAD model repositories	159
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	148
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	140
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	128
Semantic web-based automated compliance checking with integration of Finite Element analysis	127
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	121
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	118
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	115
Improving the performance of RRT path planning of excavators by embedding heuristic rules	112
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	109
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	109
Climate-resilient epoxy asphalt mixture design: An intelligent framework	105
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	104
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	100
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	100
Towards smart product-service systems 2.0: A retrospect and prospect	99

An advanced retrieval-augmented generation system for manufacturing quality control	98
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	97
Decentralized coordination of intelligent system of systems under partial observability	96
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	96
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	95
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	94
Data-driven learning-based Model Predictive Control for energy-intensive systems	89
Tailoring ontology retrieval for supporting requirements analysis	88
Optimal design of multi-type component allocation system with shared positions	87
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	87
Intelligent assembly modeling of complex product based on cognition of interaction structures	84
A novel DT-based intelligent experiment method for complex industrial products	84
Product line design and introduction strategies for crowdfunding in presence of social learning	82
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	80
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	79
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	78
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	78
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	78
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	77
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	77
An intelligent customized design method for complex products under the influence of dynamic uncertainty	76
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	75
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	74
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	74
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	74
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	73
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	73
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	71
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	71
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	71
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	71
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	70
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	69
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	69
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	68
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	67
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	67
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	67
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	66
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	66
A LiDAR and reasoning-based artificial potential field for mobile robot navigation in unknown and dynamic environments	65
Uncertainty-aware Bayesian neural network with SHAP interpretability for data-driven assembly quality prediction in complex manufacturing systems	65
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	65
Bridge substructure damage morphology identification based on the underwater sonar point cloud data	64
Uncertainty reports as explainable AI: A cognitive-adaptive framework for human-AI decision systems in context tasks	64
Exploiting relation of video segments for temporal action detection	64
Augmented reality applications in construction productivity: A systematic literature review	64
Digital twin of buildings and occupants for emergency evacuation: Framework, technologies, applications and trends	63
An unsupervised ensemble learning method for real-time anomaly detections in variable refrigerant flow systems	62
An order sparse filtering network for interpretable smart gear edge diagnosis under varying speed conditions	62

Create or revise? A comparative study on CAD rework after team-based engineering design review in virtual reality and desktop interface	62
An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands	61
Digital twins for automotive development: Two wheelers application	61
Toward a framework of extracting typical machining process routines based on knowledge representation learning	61
Determination of workers' compliance to safety regulations using a spatio-temporal graph convolution network	61
A multi-aircraft co-operative trajectory planning model under dynamic thunderstorm cells using decentralized deep reinforcement learning	61
PredMaX: Predictive maintenance with explainable deep convolutional autoencoders	60
A customer-centric IoT-based novel closed-loop supply chain model for WEEE management	60
Investigation of loaded contact characteristics of planetary roller screw mechanism based on influence coefficient method and machine learning	60
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	60
An automatic measurement system for the wall thickness of corrugated plate based on laser triangulation method	60
Solving the feeder assignment, component sequencing, and nozzle assignment problems for a multi-head gantry SMT machine using improved firefly algorithm and dynamic programming	60
Soccer shoe recommendation system based on multitechnology integration for digital transformation	59
Multi-component attention-based convolution network for color difference recognition with wavelet entropy strategy	59
Automated sizing of automotive steering ball joints in parametric CAD environment using expert knowledge and feature-based computer-assisted 3D modelling	59
User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections	59
Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	59
A connecting rod assembly deformation cognition method based on quality characteristics probability network	58
Multiple path alignment generative adversarial network for rotating Machinery fault diagnosis with limited data	57
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults	57
Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities	57
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge	57
Collaborative scheduling of handling equipment in automated container terminals with limited AGV-mates considering energy consumption	56
Simulation and sensor data fusion for machine learning application	56
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	55
AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation	55
A new product development method to incorporating customer sensory preferences in food product design	55
Few-shot learning for structural health diagnosis of civil infrastructure	54
Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN	53
Data-driven generative design for mass customization: A case study	53
Classification of architectural and MEP BIM objects for building performance evaluation	53
Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis	52
More will be better: Multi-source-free aggregation adaptation with confidence calibration for fault diagnosis	52
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions	52
Domain knowledge guided pseudo-label generation framework for semi-supervised domain generalization fault diagnosis	52
A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning	51
Active learning-based regional seismic risk assessment of high-speed railway bridges	51
Spatio-temporal graph convolutional network with domain generalization: A novel rotating machinery RUL prediction method in small samples	49
Unpaired image-to-image translation of structural damage	49
Knowledge graph-driven decision support for manufacturing process: A graph neural network-based knowledge reasoning approach	49
Dual graph driven-consistent representation learning method for semi-supervised fault diagnosis of rotating machinery	49
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications	49
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	49
A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes	48
Towards dual-perspective alignment: A novel hierarchical selective adversarial network for transfer fault diagnosis	48
YOLOv5-SFE: An algorithm fusing spatio-temporal features for detecting and recognizing workers' operating behaviors	48
Identifying critical nodes in Cyber–Physical Power Systems based on an Improved Mixed Degree Decomposition method	48
CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction	47
Text2shape: Intelligent computational design of car outer contour shapes based on improved conditional Wasserstein generative adversarial network	47
Multi-band spectral-temporal deep learning network for structural dynamic data forecasting aided by signal decomposition and bandpass filtering	47
MKGM: Multimodal knowledge-guided joint recognition of bridge defect-structural information	47
Beyond the images: Comprehensible unsafe behaviour recognition boosted by joint inference graph with multi-hop reasoning	47
Dynamic airport gate assignment with improved Shuffled Frog-Leaping Algorithm and triangle membership function	46
Geometric spatial constraints network for slender and tiny surface defect detection	46
Improving efficiency in structural optimization using RBFNN and MMA-Adam hybrid method	46
Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models	46
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images	46
Physics-informed CGAN and multi-scale attention CNN for pipeline leakage diagnosis under imbalanced data	46
Knowledge augmented generalizer specializer: A framework for early stage design exploration	46
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments	46
The coordination of a dual-channel container transportation service chain with an option contract	45
Multi-target prediction and dynamic interpretation method for displacement of arch dam with cracks based on A-DSRSN and SHAP	45
A multi-objective optimal collaborative gas flow regulation method for non-stationary ventilation network based on improved NSGA-Ⅲ algorithm	45
MeshCL: Towards robust 3D mesh analysis via contrastive learning	45
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division	45
A data-driven approach to solving the container relocation problem with uncertainties	45
Automated disassembly-oriented knowledge graph construction for retired battery packs using a candidate entity-based relational triple joint extraction method	45
Towards a unifying domain model of construction safety, health and well-being: SafeConDM	44
Research on Bio-inspired product design based on knowledge graph and semantic fusion diffusion model	44
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy	44
Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery	44
Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and Retrospects	44
Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced	43
CO2 impact on convolutional network model training for autonomous driving through behavioral cloning	43
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design	43
Design concept evaluation considering information reliability, uncertainty, and subjectivity: An integrated rough-Z-number-enhanced MCGDM methodology	43
A product design method for form and color matching based on aesthetic theory	43
An improved extreme learning machine with self-recurrent hidden layer	43
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning	42
A user preference prediction model based on the chaos of cognitive system for product form	42

BERT and Pareto dominance applied to biological strategy decision for bio-inspired design	42
Problem-solving processes in an educational construction simulation game	42
Capturing mental models: An analysis of designers actions, ideas, and intentions	42
Adaptive real-time similar repetitive manual procedure prediction and robotic procedure generation for human-robot collaboration	41
Corrigendum to “A review of augmented reality visualization methods for subsurface utilities” [Adv. Eng. Inf. 51 (2022) 101498]	41
A multi-fidelity surrogate model based on design variable correlations	41
Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method	41
Cognitive load assessment of active back-support exoskeletons in construction: A case study on construction framing	40
Influential process nodes identification strategy for aircraft assembly system based on complex network and improved PageRank	40
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study	40
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor	40
A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis	40
Critical challenges and advances in vibration signal processing for non-stationary condition monitoring	39
A task-oriented theil index-based meta-learning network with gradient calibration strategy for rotating machinery fault diagnosis with limited samples	39
Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing	39
A visual identification method with position recovering and contour comparison for highly similar non-planar aviation angle pieces	39
SLDAE: An interpretable stacked Denoising Auto-Encoders for fan fault diagnosis on steelmaking workshops	39
Time-frequency supervised contrastive learning via pseudo-labeling: An unsupervised domain adaptation network for rolling bearing fault diagnosis under time-varying speeds	39
An integrated framework for blockchain-enabled supply chain trust management towards smart manufacturing	39
Ontology-based reasoning in automatic floor plan analysis	39
Blockchain-enabled cyber-physical system for construction site management: A pilot implementation	39
Enhancing vehicle ride comfort through deep reinforcement learning with expert-guided soft-hard constraints and system characteristic considerations	39
RTFnet: A multi-modal physiological data fusion approach for fatigue detection in remote tower controllers	39
A review of digital twin capabilities, technologies, and applications based on the maturity model	39
Towards future autonomous tugs: Design and implementation of an intelligent escort control system validated by sea trials	38
VR rehabilitation system evaluator: A fNIRS-based and LLM-enabled evaluation paradigm for Mild Cognitive Impairment	38
Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data	38
An empirical study on enhancing wafer quality: Integrating big data and AI in virtual metrology for thin-film processing	38
Editorial Board	38
Advanced CRITIC–GRA–GMM model with multiple restart simulation for assuaging decision uncertainty: An application to transport safety engineering for OECD members	38
Patch-fusion: An advanced deep learning method for seismic response prediction of structural engineering	38
Smoothed dynamic scheduling of aircraft engines with off-site warehouse	38
A spatial-temporal neural network based on ResNet-Transformer for predicting railroad broken rails	38
Knowledge-based intelligent ensemble monitoring method of grit wear in ultrasonic assisted grinding	37
Deep learning-enabled turbulence model optimization of solid motor	37
A two-stage learning-based approach incorporating sustainable port multi-resource scheduling and real-time disruption response under mixed loading mode	37
Automating maintenance of road Geometric Digital Twins through single scan instance aware point cloud change retrieval	37
Q-learning-driven exact and meta-heuristic algorithms for the robust gate assignment problem	37
Scheduling distributed heterogeneous parallel precast flowshop with shared resources via logic-based Benders decomposition	37
Multi-scale Graph Convolutional Network for understanding human action in videos	37
Generating TRIZ-inspired guidelines for eco-design using Generative Artificial Intelligence	36
A smart system of Mass Personalization Product Service System (MP-PSS) driven by industrial modular configuration	36
Object-based terminal positioning solution within task-boosted global constraint for improving mobile robotic stacking accuracy	36
Autonomous vehicle extreme control for emergency collision avoidance via Reachability-Guided reinforcement learning	36
Spatiotemporal kernel density clustering for wide area near Real-Time pothole detection	36
SOMA: A semantic-guided Order-aware Mamba Architecture for multivariate time series forecasting	36
Fault diagnosis for ball screws in industrial robots under variable and inaccessible working conditions with non-vibration signals	36
Learning multimodal adaptive relation graph and action boost memory for visual navigation	36
A semantic segmentation-based collision recognition method for motorcycle slalom through poles in Motorcycle Driving License Test	35
An iterative reference mapping approach for BIM IFCXML classified content compression	35
A safety risk formation model for intelligent human–machine interaction based on computational neuroscience	35
Incorporating machine learning in shot peening and laser peening: A review and beyond	35
Agile solution search strategy for solving multi-conflicts in product development	35
CPS-enabled and knowledge-aided demand response strategy for sustainable manufacturing	35
Design of digital twin applications in automated storage yard scheduling	35
Physics-informed probabilistic deep network with interpretable mechanism for trustworthy mechanical fault diagnosis	35
Quality improvement method for high-end equipment’s functional requirements based on user stories	35
Fire propagation-driven dynamic intelligent evacuation model in multifloor hybrid buildings	35
Method for identification and integration of design automation tasks in industrial contexts	35
Novel blockchain deep learning framework to ensure video security and lightweight storage for construction safety management	35
A reinforcement ensemble deep transfer learning network for rolling bearing fault diagnosis with Multi-source domains	35
3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review	34
FF-BERT: A BERT-based ensemble for automated classification of web-based text on flash flood events	34
LLM-MANUF: An integrated framework of Fine-Tuning large language models for intelligent Decision-Making in manufacturing	34
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability	34
Behavioral, data-driven, agent-based evacuation simulation for building safety design using machine learning and discrete choice models	34
An efficient 2D-3D fusion method for bridge damage detection under complex backgrounds with imbalanced training data	34
A novel fault diagnosis method for wind turbine based on adaptive multivariate time-series convolutional network using SCADA data	34
A large language model-enabled machining process knowledge graph construction method for intelligent process planning	34
Development of a spatial dimension-based taxonomy for classifying the defect patterns in a wafer bin map	34
An improved case-based reasoning approach for mechanical design by enhancing the retrieval accuracy and leveraging the implicit knowledge	34
Human-centric assembly planning framework for human–robot collaborative systems with efficient reinforcement self-learning multi-objective evolutionary optimizer	33
Editorial Board	33
An automated CAD-to-XR framework based on generative AI and Shrinkwrap modelling for a User-Centred design approach	33
Deep sequential adaptive reinforcement learning for manufacturing process optimization	33
Thermal image-based hand gesture recognition for worker-robot collaboration in the construction industry: A feasible study	33
A novel reconstruction method with robustness for polluted measurement dataset	33
Integrating object detection and natural language processing models to build a personalized attraction recommendation agent in a smart product service system	33
Spatially embedded transformer: A point cloud deep learning model for aero-engine coaxiality prediction based on virtual measurement	33
Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation	33
Optimal charging scheduling for Indoor Autonomous Vehicles in manufacturing operations	33
Enhancing sustainable and green building materials assessment: A picture fuzzy symmetric	33
Deterministic and probabilistic ship pitch prediction using a multi-predictor integration model based on hybrid data preprocessing, reinforcement learning and improved QRNN	32
A state of the art in digital twin for intelligent fault diagnosis	32
A real-time welding defect detection framework based on RT-DETR deep neural network	32
An integrated design concept evaluation method based on fuzzy weighted zero inconsistency and combined compromise solution considering inherent uncertainties	32
LIO-BIM – Coupling lidar inertial odometry with building information modeling for robot localization and mapping	32
A Unet-inspired spatial-attention transformer model for segmenting gear tooth surface defects	32
Integrated scheduling method for fleet wave sorties and maintenance of naval distributed platforms	32
Channel attention & temporal attention based temporal convolutional network: A dual attention framework for remaining useful life prediction of the aircraft engines	32
A novel pixel-level aging status evaluation method on on-site post insulators	32
Design concept evaluation based on cloud rough model and modified AHP-VIKOR: An application to lithography tool manufacturing process	32
Editorial: EG-ICE workshop 2024: data and intelligent methods for engineering the built environment	31
A dual adaptive semi-supervised attentional residual network framework for urban sound classification	31
Semantic elaboration of low-LOD BIMs: Inferring functional requirements using graph neural networks	31