Advanced Engineering Informatics

Article	Citations
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	315
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	279
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	254
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	202
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	199
Human-centric proactive design for manufacturing with deep generative modeling in Industry 5.0	196
A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis	182
A hybrid data-physics framework with conformal GNN for enhanced damage identification	177
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	172
Decentralized coordination of intelligent system of systems under partial observability	172
Tailoring ontology retrieval for supporting requirements analysis	153
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	145
Optimal design of multi-type component allocation system with shared positions	145
Intelligent assembly modeling of complex product based on cognition of interaction structures	137
Product line design and introduction strategies for crowdfunding in presence of social learning	130
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	126
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	122
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	122
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	119
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	114
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	110
A novel DT-based intelligent experiment method for complex industrial products	110
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	107
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	107
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	107

The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	106
CAMHighways: The Cambridge Highways dataset	105
Semantic web-based automated compliance checking with integration of Finite Element analysis	103
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	102
Physics-informed deep learning method for surface roughness prediction in milling process	100
Improving construction contract question answering through embedding optimization and semantic chunking in large language models	99
A holistic performance evaluation framework of enterprise product service innovation based on intelligent collaborative	98
An unsupervised approach to early fault detection and performance degradation assessment in bearings	97
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	97
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	96
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	96
Improving the performance of RRT path planning of excavators by embedding heuristic rules	93
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	91
Climate-resilient epoxy asphalt mixture design: An intelligent framework	88
Data-driven learning-based Model Predictive Control for energy-intensive systems	87
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	86
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	85
Underwater dam surface image enhancement method based on multi-feature fusion and expert collaborative learning	85
Self-X-based secure human-cyber-physical system (SSHCPS) for autonomous manufacturing in the era of industry 5.0	85
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	83
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	82
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	82
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	82
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	81
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	80
An intelligent customized design method for complex products under the influence of dynamic uncertainty	80
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	79
TM-RAG: A Tree-Mapped Retrieval-Augmented generation framework for construction claim report generation	79
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	79
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	79
Knowledge graph construction for product designs from large CAD model repositories	78
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	78
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	78
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	78
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	77
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	77
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	76
Towards smart product-service systems 2.0: A retrospect and prospect	75
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	75
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	74
An advanced retrieval-augmented generation system for manufacturing quality control	71
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	71
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	71
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	70
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	70
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	70
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	69
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	69
Create or revise? A comparative study on CAD rework after team-based engineering design review in virtual reality and desktop interface	68
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	68

An order sparse filtering network for interpretable smart gear edge diagnosis under varying speed conditions	68
Solving the feeder assignment, component sequencing, and nozzle assignment problems for a multi-head gantry SMT machine using improved firefly algorithm and dynamic programming	68
Uncertainty reports as explainable AI: A cognitive-adaptive framework for human-AI decision systems in context tasks	68
Multi-component attention-based convolution network for color difference recognition with wavelet entropy strategy	68
Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	67
User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections	66
Uncertainty-aware Bayesian neural network with SHAP interpretability for data-driven assembly quality prediction in complex manufacturing systems	66
A LiDAR and reasoning-based artificial potential field for mobile robot navigation in unknown and dynamic environments	66
Soccer shoe recommendation system based on multitechnology integration for digital transformation	66
Toward a further understanding of planetary roller screw mechanism transmission accuracy: From component relocatable space to actual contact position to sliding-rolling kinematic characteristics	65
Spatio-temporal graph convolutional network with domain generalization: A novel rotating machinery RUL prediction method in small samples	65
Automated sizing of automotive steering ball joints in parametric CAD environment using expert knowledge and feature-based computer-assisted 3D modelling	65
An automatic measurement system for the wall thickness of corrugated plate based on laser triangulation method	65
Digital twins for automotive development: Two wheelers application	64
A customer-centric IoT-based novel closed-loop supply chain model for WEEE management	64
Augmented reality applications in construction productivity: A systematic literature review	64
A new product development method to incorporating customer sensory preferences in food product design	63
Remaining useful life prediction of bearings based on small-sample enhanced and interpretable transfer learning	62
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	61
An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands	61
Domain knowledge guided pseudo-label generation framework for semi-supervised domain generalization fault diagnosis	61
Integrating geographic priors and automatic identification system data mining for maritime traffic pattern extraction in complex port waters	61
Partner or subordinate? Heterogeneous effects of crane operator workload and collision risk under a binary HMI paradigm	61
A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes	59
More will be better: Multi-source-free aggregation adaptation with confidence calibration for fault diagnosis	59
Simulation and sensor data fusion for machine learning application	59
Multiple path alignment generative adversarial network for rotating Machinery fault diagnosis with limited data	58
A multi-aircraft co-operative trajectory planning model under dynamic thunderstorm cells using decentralized deep reinforcement learning	58
Knowledge graph-driven decision support for manufacturing process: A graph neural network-based knowledge reasoning approach	58
Toward a framework of extracting typical machining process routines based on knowledge representation learning	57
A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning	57
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	56
Exploiting relation of video segments for temporal action detection	56
A knowledge- and data-driven framework for deformation prediction and control of shield tunneling below existing tunnels	55
Dual graph driven-consistent representation learning method for semi-supervised fault diagnosis of rotating machinery	55
PredMaX: Predictive maintenance with explainable deep convolutional autoencoders	55
Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities	55
An unsupervised ensemble learning method for real-time anomaly detections in variable refrigerant flow systems	54
Data-driven generative design for mass customization: A case study	54
Few-shot learning for structural health diagnosis of civil infrastructure	54
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions	53
Classification of architectural and MEP BIM objects for building performance evaluation	53
Determination of workers' compliance to safety regulations using a spatio-temporal graph convolution network	53
YOLOv5-SFE: An algorithm fusing spatio-temporal features for detecting and recognizing workers' operating behaviors	53
Investigation of loaded contact characteristics of planetary roller screw mechanism based on influence coefficient method and machine learning	53
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	52
Product topology optimization design with concurrent consideration of aesthetic characteristic and structural performance	52
Unpaired image-to-image translation of structural damage	52
Collaborative scheduling of handling equipment in automated container terminals with limited AGV-mates considering energy consumption	52
AI-powered adaptive exoskeletons for long-term musculoskeletal disorder prevention in dynamic construction environments	51
Active learning-based regional seismic risk assessment of high-speed railway bridges	50
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge	50
Bridge substructure damage morphology identification based on the underwater sonar point cloud data	50
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications	49
Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN	49
AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation	49
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults	49
A connecting rod assembly deformation cognition method based on quality characteristics probability network	49
Text2shape: Intelligent computational design of car outer contour shapes based on improved conditional Wasserstein generative adversarial network	48
The coordination of a dual-channel container transportation service chain with an option contract	48
Deep learning models for efficient geotechnical predictions: reducing training effort and data requirements with transfer learning	48
Identifying critical nodes in Cyber–Physical Power Systems based on an Improved Mixed Degree Decomposition method	48
A data-driven approach to solving the container relocation problem with uncertainties	48
Towards dual-perspective alignment: A novel hierarchical selective adversarial network for transfer fault diagnosis	48
Digital twin of buildings and occupants for emergency evacuation: Framework, technologies, applications and trends	48
Geometric spatial constraints network for slender and tiny surface defect detection	48
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study	48
Multi-mission multi-UAVs smooth path planning utilizing a sub-optimal solutions based hybrid multi-objective differential evolutionary algorithm	48
Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis	48
An improved extreme learning machine with self-recurrent hidden layer	48
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images	47
Automated disassembly-oriented knowledge graph construction for retired battery packs using a candidate entity-based relational triple joint extraction method	47
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design	47
Design concept evaluation considering information reliability, uncertainty, and subjectivity: An integrated rough-Z-number-enhanced MCGDM methodology	47
Geometric entropy: A novel nonlinear measure for bearing fault diagnosis	47
Multi-depot electric vehicle routing problem with drones considering time-dependent traffic	47
CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction	46
Adaptive real-time similar repetitive manual procedure prediction and robotic procedure generation for human-robot collaboration	46
SLDAE: An interpretable stacked Denoising Auto-Encoders for fan fault diagnosis on steelmaking workshops	46
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning	46

RTFnet: A multi-modal physiological data fusion approach for fatigue detection in remote tower controllers	46
A review of digital twin capabilities, technologies, and applications based on the maturity model	46
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy	45
Corrigendum to “A review of augmented reality visualization methods for subsurface utilities” [Adv. Eng. Inf. 51 (2022) 101498]	45
Root cause analysis and prediction of quality issues in the complex aviation products assembly process using object oriented Bayesian networks	45
A user preference prediction model based on the chaos of cognitive system for product form	45
An interpretable neural network-based to dynamic parameter identification for collaborative robots	44
Blockchain-enabled cyber-physical system for construction site management: A pilot implementation	44
CO2 impact on convolutional network model training for autonomous driving through behavioral cloning	44
A product design method for form and color matching based on aesthetic theory	44
Fault diagnosis of electromechanical systems under coupled fault characteristics based on digital twin-integrated multi-task graph neural network	44
Multi-band spectral-temporal deep learning network for structural dynamic data forecasting aided by signal decomposition and bandpass filtering	44
MeshCL: Towards robust 3D mesh analysis via contrastive learning	44
Towards a unifying domain model of construction safety, health and well-being: SafeConDM	44
A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis	43
Influential process nodes identification strategy for aircraft assembly system based on complex network and improved PageRank	43
Rearranged soft-introspective orthogonality regularized convolutional autoencoder for fault detection of multivariate processes	43
Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery	43
An integrated framework for blockchain-enabled supply chain trust management towards smart manufacturing	43
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor	43
Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and Retrospects	43
Multi-target prediction and dynamic interpretation method for displacement of arch dam with cracks based on A-DSRSN and SHAP	43
Capturing mental models: An analysis of designers actions, ideas, and intentions	43
Improving efficiency in structural optimization using RBFNN and MMA-Adam hybrid method	43
AI-enabled image calibration for noncontact structural condition assessment	43
Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method	43
Physics-informed CGAN and multi-scale attention CNN for pipeline leakage diagnosis under imbalanced data	42
Beyond the images: Comprehensible unsafe behaviour recognition boosted by joint inference graph with multi-hop reasoning	42
Cognitive load assessment of active back-support exoskeletons in construction: A case study on construction framing	41
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments	41
Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced	41
Time-frequency supervised contrastive learning via pseudo-labeling: An unsupervised domain adaptation network for rolling bearing fault diagnosis under time-varying speeds	41
Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing	40
Dynamic airport gate assignment with improved Shuffled Frog-Leaping Algorithm and triangle membership function	40
Problem-solving processes in an educational construction simulation game	40
Enhancing vehicle ride comfort through deep reinforcement learning with expert-guided soft-hard constraints and system characteristic considerations	40
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division	40
Research on Bio-inspired product design based on knowledge graph and semantic fusion diffusion model	40
Critical challenges and advances in vibration signal processing for non-stationary condition monitoring	40
Knowledge augmented generalizer specializer: A framework for early stage design exploration	40
Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models	40
MKGM: Multimodal knowledge-guided joint recognition of bridge defect-structural information	40
BERT and Pareto dominance applied to biological strategy decision for bio-inspired design	40
A task-oriented theil index-based meta-learning network with gradient calibration strategy for rotating machinery fault diagnosis with limited samples	40
A multi-objective optimal collaborative gas flow regulation method for non-stationary ventilation network based on improved NSGA-Ⅲ algorithm	40
A multi-fidelity surrogate model based on design variable correlations	40
Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data	39
A spatial-temporal neural network based on ResNet-Transformer for predicting railroad broken rails	39
Automating maintenance of road Geometric Digital Twins through single scan instance aware point cloud change retrieval	39
A two-stage learning-based approach incorporating sustainable port multi-resource scheduling and real-time disruption response under mixed loading mode	39
A visual identification method with position recovering and contour comparison for highly similar non-planar aviation angle pieces	39
Scheduling distributed heterogeneous parallel precast flowshop with shared resources via logic-based Benders decomposition	39
An iterative reference mapping approach for BIM IFCXML classified content compression	39
Deep learning modeling method of three-dimensional geological body based on effective identification of underground stratum profile image	38
An improved case-based reasoning approach for mechanical design by enhancing the retrieval accuracy and leveraging the implicit knowledge	38
An empirical study on enhancing wafer quality: Integrating big data and AI in virtual metrology for thin-film processing	38
Quality improvement method for high-end equipment’s functional requirements based on user stories	38
Q-learning-driven exact and meta-heuristic algorithms for the robust gate assignment problem	38
Incorporating machine learning in shot peening and laser peening: A review and beyond	38
VR rehabilitation system evaluator: A fNIRS-based and LLM-enabled evaluation paradigm for Mild Cognitive Impairment	38
Patch-fusion: An advanced deep learning method for seismic response prediction of structural engineering	38
Spatiotemporal kernel density clustering for wide area near Real-Time pothole detection	38
A semantic segmentation-based collision recognition method for motorcycle slalom through poles in Motorcycle Driving License Test	38
A dual-decoupling network for anomaly detection in automotive transmissions under time-varying operating conditions	38
Development of a spatial dimension-based taxonomy for classifying the defect patterns in a wafer bin map	38
Ontology-based reasoning in automatic floor plan analysis	37
A MoE-LLM-based multisensor flexible fusion fault diagnosis method for rotating machinery	37
CPS-enabled and knowledge-aided demand response strategy for sustainable manufacturing	37
A safety risk formation model for intelligent human–machine interaction based on computational neuroscience	37
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability	37
Thermal image-based hand gesture recognition for worker-robot collaboration in the construction industry: A feasible study	37
Generating TRIZ-inspired guidelines for eco-design using Generative Artificial Intelligence	37
Intelligent identification and reasoning of causal relationships in texts on power production accidents	37
Towards future autonomous tugs: Design and implementation of an intelligent escort control system validated by sea trials	37
Agile solution search strategy for solving multi-conflicts in product development	37
SOMA: A semantic-guided Order-aware Mamba Architecture for multivariate time series forecasting	37
Advanced CRITIC–GRA–GMM model with multiple restart simulation for assuaging decision uncertainty: An application to transport safety engineering for OECD members	36
Automatic recognition of machining and inspection features based on similarity computation integrated with knowledge graph	36
Method for identification and integration of design automation tasks in industrial contexts	36
FF-BERT: A BERT-based ensemble for automated classification of web-based text on flash flood events	36
Deep learning-enabled turbulence model optimization of solid motor	36
A large language model-enabled machining process knowledge graph construction method for intelligent process planning	36
A novel fault diagnosis method for wind turbine based on adaptive multivariate time-series convolutional network using SCADA data	36
Multi-scale Graph Convolutional Network for understanding human action in videos	36
Novel blockchain deep learning framework to ensure video security and lightweight storage for construction safety management	36
Autonomous vehicle extreme control for emergency collision avoidance via Reachability-Guided reinforcement learning	36
Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation	36
An efficient 2D-3D fusion method for bridge damage detection under complex backgrounds with imbalanced training data	36
Spatially embedded transformer: A point cloud deep learning model for aero-engine coaxiality prediction based on virtual measurement	35
A contradiction solving method for complex product conceptual design based on deep learning and technological evolution patterns	35
A reinforcement ensemble deep transfer learning network for rolling bearing fault diagnosis with Multi-source domains	35
A comparative study on pretreatment methods and dimensionality reduction techniques for energy data disaggregation in home appliances	35
Knowledge-based intelligent ensemble monitoring method of grit wear in ultrasonic assisted grinding	35
Secondary crash mitigation controller after rear-end collisions using reinforcement learning	35
Integrated scheduling method for fleet wave sorties and maintenance of naval distributed platforms	35