Advanced Engineering Informatics

Article	Citations
Tailoring ontology retrieval for supporting requirements analysis	257
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	251
CAMHighways: The Cambridge Highways dataset	216
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	181
Product line design and introduction strategies for crowdfunding in presence of social learning	175
An intelligent customized design method for complex products under the influence of dynamic uncertainty	172
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	161
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	161
Optimal design of multi-type component allocation system with shared positions	159
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	159
Decentralized coordination of intelligent system of systems under partial observability	156
Climate-resilient epoxy asphalt mixture design: An intelligent framework	149
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	138
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	138
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	130
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	128
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	126
An individual-based spatio-temporal travel demand mining method and its application in improving rebalancing for free-floating bike-sharing system	123
Intelligent assembly modeling of complex product based on cognition of interaction structures	113
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	111
Towards smart product-service systems 2.0: A retrospect and prospect	111
A novel DT-based intelligent experiment method for complex industrial products	109
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	109
Impact of information display on worker performance for wood frame wall assembly using AR HMD under different task conditions	106
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	105

Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	103
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	103
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	100
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	99
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	99
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	95
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	93
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	90
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	86
An advanced retrieval-augmented generation system for manufacturing quality control	85
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	84
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	84
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	83
Data-driven learning-based Model Predictive Control for energy-intensive systems	83
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	82
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	82
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	81
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	81
Semantic web-based automated compliance checking with integration of Finite Element analysis	77
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	75
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	73
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	73
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	72
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	72
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	71
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	70
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	70
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	70
Improving the performance of RRT path planning of excavators by embedding heuristic rules	69
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	69
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	69
Simulation and optimization of automated masonry construction using cable robots	68
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	68
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	67
Knowledge graph construction for product designs from large CAD model repositories	67
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	66
Reassessment of climate zones for high-level pavement analysis using machine learning algorithms and NASA MERRA-2 data	66
Feasibility of augmented reality technology for communication in the construction industry	64
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	64
Multi-component attention-based convolution network for color difference recognition with wavelet entropy strategy	63
YOLOv5-SFE: An algorithm fusing spatio-temporal features for detecting and recognizing workers' operating behaviors	63
An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands	63
Exploiting relation of video segments for temporal action detection	63
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions	63
Bridge substructure damage morphology identification based on the underwater sonar point cloud data	62
A customer-centric IoT-based novel closed-loop supply chain model for WEEE management	62
Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN	62
Reno-Inst: An ontology to support renovation projects planning and renovation products installation	61
Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis	61
Augmented reality applications in construction productivity: A systematic literature review	61

Toward a framework of extracting typical machining process routines based on knowledge representation learning	60
A new product development method to incorporating customer sensory preferences in food product design	60
Knowledge graph-driven decision support for manufacturing process: A graph neural network-based knowledge reasoning approach	60
A LiDAR and reasoning-based artificial potential field for mobile robot navigation in unknown and dynamic environments	59
Investigation of loaded contact characteristics of planetary roller screw mechanism based on influence coefficient method and machine learning	59
Dual graph driven-consistent representation learning method for semi-supervised fault diagnosis of rotating machinery	58
Simulation and sensor data fusion for machine learning application	58
User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections	58
Classification of architectural and MEP BIM objects for building performance evaluation	57
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	57
Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	57
AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation	57
Digital twins for automotive development: Two wheelers application	57
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	56
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	56
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	56
Create or revise? A comparative study on CAD rework after team-based engineering design review in virtual reality and desktop interface	56
A multi-aircraft co-operative trajectory planning model under dynamic thunderstorm cells using decentralized deep reinforcement learning	56
Automated sizing of automotive steering ball joints in parametric CAD environment using expert knowledge and feature-based computer-assisted 3D modelling	55
An order sparse filtering network for interpretable smart gear edge diagnosis under varying speed conditions	55
A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes	55
Collaborative scheduling of handling equipment in automated container terminals with limited AGV-mates considering energy consumption	55
An automatic measurement system for the wall thickness of corrugated plate based on laser triangulation method	55
Multiple path alignment generative adversarial network for rotating Machinery fault diagnosis with limited data	55
Solving the feeder assignment, component sequencing, and nozzle assignment problems for a multi-head gantry SMT machine using improved firefly algorithm and dynamic programming	54
Domain knowledge guided pseudo-label generation framework for semi-supervised domain generalization fault diagnosis	54
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	54
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge	54
Soccer shoe recommendation system based on multitechnology integration for digital transformation	54
Spatio-temporal graph convolutional network with domain generalization: A novel rotating machinery RUL prediction method in small samples	54
Unpaired image-to-image translation of structural damage	53
PredMaX: Predictive maintenance with explainable deep convolutional autoencoders	53
Digital twin of buildings and occupants for emergency evacuation: Framework, technologies, applications and trends	52
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults	52
Data-driven generative design for mass customization: A case study	52
Few-shot learning for structural health diagnosis of civil infrastructure	52
A connecting rod assembly deformation cognition method based on quality characteristics probability network	52
Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities	51
A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning	50
Lifting path planning of mobile cranes based on an improved RRT algorithm	50
Active learning-based regional seismic risk assessment of high-speed railway bridges	49
Determination of workers' compliance to safety regulations using a spatio-temporal graph convolution network	49
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments	49
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications	49
Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced	48
Capturing mental models: An analysis of designers actions, ideas, and intentions	48
CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction	48
SLDAE: An interpretable stacked Denoising Auto-Encoders for fan fault diagnosis on steelmaking workshops	47
Towards dual-perspective alignment: A novel hierarchical selective adversarial network for transfer fault diagnosis	47
Corrigendum to “A review of augmented reality visualization methods for subsurface utilities” [Adv. Eng. Inf. 51 (2022) 101498]	46
Geometric spatial constraints network for slender and tiny surface defect detection	46
A data-driven approach to solving the container relocation problem with uncertainties	46
Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models	46
MeshCL: Towards robust 3D mesh analysis via contrastive learning	46
Design concept evaluation considering information reliability, uncertainty, and subjectivity: An integrated rough-Z-number-enhanced MCGDM methodology	46
BERT and Pareto dominance applied to biological strategy decision for bio-inspired design	46
A product design method for form and color matching based on aesthetic theory	46
Research on Bio-inspired product design based on knowledge graph and semantic fusion diffusion model	45
Problem-solving processes in an educational construction simulation game	45
The coordination of a dual-channel container transportation service chain with an option contract	45
A multi-fidelity surrogate model based on design variable correlations	45
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images	45
Adaptive real-time similar repetitive manual procedure prediction and robotic procedure generation for human-robot collaboration	45
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor	44
Improving traffic prediction using congestion propagation patterns in smart cities	44
Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method	44
Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and Retrospects	44
Critical challenges and advances in vibration signal processing for non-stationary condition monitoring	43
Multi-band spectral-temporal deep learning network for structural dynamic data forecasting aided by signal decomposition and bandpass filtering	43
Towards a unifying domain model of construction safety, health and well-being: SafeConDM	43
Dynamic airport gate assignment with improved Shuffled Frog-Leaping Algorithm and triangle membership function	43
A review of digital twin capabilities, technologies, and applications based on the maturity model	43
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy	43
Multi-target prediction and dynamic interpretation method for displacement of arch dam with cracks based on A-DSRSN and SHAP	43
Improving efficiency in structural optimization using RBFNN and MMA-Adam hybrid method	42
Blockchain-enabled cyber-physical system for construction site management: A pilot implementation	42
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division	42
Automated disassembly-oriented knowledge graph construction for retired battery packs using a candidate entity-based relational triple joint extraction method	42
Cognitive load assessment of active back-support exoskeletons in construction: A case study on construction framing	42
Beyond the images: Comprehensible unsafe behaviour recognition boosted by joint inference graph with multi-hop reasoning	42

RTFnet: A multi-modal physiological data fusion approach for fatigue detection in remote tower controllers	42
A semi-supervised learning detection method for vision-based monitoring of construction sites by integrating teacher-student networks and data augmentation	42
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning	42
An improved extreme learning machine with self-recurrent hidden layer	42
Text2shape: Intelligent computational design of car outer contour shapes based on improved conditional Wasserstein generative adversarial network	42
A user preference prediction model based on the chaos of cognitive system for product form	41
CO2 impact on convolutional network model training for autonomous driving through behavioral cloning	41
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design	41
Influential process nodes identification strategy for aircraft assembly system based on complex network and improved PageRank	41
A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis	41
Knowledge augmented generalizer specializer: A framework for early stage design exploration	41
Agile solution search strategy for solving multi-conflicts in product development	40
Enhancing vehicle ride comfort through deep reinforcement learning with expert-guided soft-hard constraints and system characteristic considerations	40
Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery	40
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study	40
A task-oriented theil index-based meta-learning network with gradient calibration strategy for rotating machinery fault diagnosis with limited samples	40
Time-frequency supervised contrastive learning via pseudo-labeling: An unsupervised domain adaptation network for rolling bearing fault diagnosis under time-varying speeds	40
Physics-informed CGAN and multi-scale attention CNN for pipeline leakage diagnosis under imbalanced data	40
A multi-objective optimal collaborative gas flow regulation method for non-stationary ventilation network based on improved NSGA-Ⅲ algorithm	40
A visual identification method with position recovering and contour comparison for highly similar non-planar aviation angle pieces	40
An integrated framework for blockchain-enabled supply chain trust management towards smart manufacturing	40
Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing	40
Development of a spatial dimension-based taxonomy for classifying the defect patterns in a wafer bin map	39
Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data	39
Deep learning-enabled turbulence model optimization of solid motor	39
Smoothed dynamic scheduling of aircraft engines with off-site warehouse	38
Editorial Board	38
Spatiotemporal kernel density clustering for wide area near Real-Time pothole detection	38
A smart system of Mass Personalization Product Service System (MP-PSS) driven by industrial modular configuration	38
A novel fault diagnosis method for wind turbine based on adaptive multivariate time-series convolutional network using SCADA data	37
Towards future autonomous tugs: Design and implementation of an intelligent escort control system validated by sea trials	37
A spatial-temporal neural network based on ResNet-Transformer for predicting railroad broken rails	37
Thermal image-based hand gesture recognition for worker-robot collaboration in the construction industry: A feasible study	37
Multi-scale Graph Convolutional Network for understanding human action in videos	37
Scheduling distributed heterogeneous parallel precast flowshop with shared resources via logic-based Benders decomposition	36
Physics-informed probabilistic deep network with interpretable mechanism for trustworthy mechanical fault diagnosis	36
A two-stage learning-based approach incorporating sustainable port multi-resource scheduling and real-time disruption response under mixed loading mode	36
Automating maintenance of road Geometric Digital Twins through single scan instance aware point cloud change retrieval	36
Quality improvement method for high-end equipment’s functional requirements based on user stories	36
Q-learning-driven exact and meta-heuristic algorithms for the robust gate assignment problem	36
Knowledge-based intelligent ensemble monitoring method of grit wear in ultrasonic assisted grinding	36
A semantic segmentation-based collision recognition method for motorcycle slalom through poles in Motorcycle Driving License Test	36
A reinforcement ensemble deep transfer learning network for rolling bearing fault diagnosis with Multi-source domains	35
A large language model-enabled machining process knowledge graph construction method for intelligent process planning	35
VR rehabilitation system evaluator: A fNIRS-based and LLM-enabled evaluation paradigm for Mild Cognitive Impairment	35
Fault diagnosis for ball screws in industrial robots under variable and inaccessible working conditions with non-vibration signals	35
FF-BERT: A BERT-based ensemble for automated classification of web-based text on flash flood events	35
Learning multimodal adaptive relation graph and action boost memory for visual navigation	35
LLM-MANUF: An integrated framework of Fine-Tuning large language models for intelligent Decision-Making in manufacturing	35
Object-based terminal positioning solution within task-boosted global constraint for improving mobile robotic stacking accuracy	35
Incorporating machine learning in shot peening and laser peening: A review and beyond	34
Novel blockchain deep learning framework to ensure video security and lightweight storage for construction safety management	34
Behavioral, data-driven, agent-based evacuation simulation for building safety design using machine learning and discrete choice models	34
Design of digital twin applications in automated storage yard scheduling	34
Generating TRIZ-inspired guidelines for eco-design using Generative Artificial Intelligence	34
An efficient 2D-3D fusion method for bridge damage detection under complex backgrounds with imbalanced training data	34
Method for identification and integration of design automation tasks in industrial contexts	34
An iterative reference mapping approach for BIM IFCXML classified content compression	34
Advanced CRITIC–GRA–GMM model with multiple restart simulation for assuaging decision uncertainty: An application to transport safety engineering for OECD members	34
Fire propagation-driven dynamic intelligent evacuation model in multifloor hybrid buildings	34
Developing an integrated platform to enable hardware-in-the-loop for synchronous VR, traffic simulation and sensor interactions	33
A comparative study on pretreatment methods and dimensionality reduction techniques for energy data disaggregation in home appliances	33
Optimized transportation scheduling for precast concrete components considering heterogeneous vehicle-size matching	33
A novel reconstruction method with robustness for polluted measurement dataset	33
CPS-enabled and knowledge-aided demand response strategy for sustainable manufacturing	33
An improved case-based reasoning approach for mechanical design by enhancing the retrieval accuracy and leveraging the implicit knowledge	33
An improved beetle antennae search algorithm with Lévy flight and its application in micro-laser assisted turning	33
A space layout design model for concept generation using Function-based spatial planning and structure dynamic deployment	33
A novel ensemble of metamodels using improved stepwise metamodel selection and two-layer pointwise ensemble	33
Member combination selection for product collaborative design under the open innovation model	33
3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review	33
Bridge inspection named entity recognition via BERT and lexicon augmented machine reading comprehension neural model	33
Mass Personalisation as a Service in Industry 4.0: A Resilient Response Case Study	33
Editorial Board	33
An end-to-end tabular information-oriented causality event evolutionary knowledge graph for manufacturing documents	33
Product innovation based on the host gene and target gene recombination under the technological parasitism framework	33
Autonomous vehicle extreme control for emergency collision avoidance via Reachability-Guided reinforcement learning	33
Applying incremental Deep Neural Networks-based posture recognition model for ergonomics risk assessment in construction	33
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability	33
Secondary crash mitigation controller after rear-end collisions using reinforcement learning	32
A ranking prediction strategy assisted automatic model selection method	32
Integrating crowd-/service-sourcing into digital twin for advanced manufacturing service innovation	32
Pulp grade monitoring using binocular image through multi-scale feature cross-attention fusion network and saliency map constraint	32
An automated CAD-to-XR framework based on generative AI and Shrinkwrap modelling for a User-Centred design approach	32
Optimal charging scheduling for Indoor Autonomous Vehicles in manufacturing operations	32
Deterministic and probabilistic ship pitch prediction using a multi-predictor integration model based on hybrid data preprocessing, reinforcement learning and improved QRNN	32
An uncertainty perception metric network for machinery fault diagnosis under limited noisy source domain and scarce noisy unknown domain	31
Promoting employee health in smart office: A survey	31
Double attention-guided tree-inspired grade decision network: A method for bearing fault diagnosis of unbalanced samples under strong noise conditions	31
Computer vision-based approach for smart traffic condition assessment at the railroad grade crossing	31
Semantic elaboration of low-LOD BIMs: Inferring functional requirements using graph neural networks	31
Multi-attribute negotiation mechanism for manufacturing service allocation in smart manufacturing	31
Towards reliable robot packing system based on deep reinforcement learning	31
Multi-generator adversarial dynamic spatial–temporal shapelet network for anode effect prediction in aluminum electrolysis process	31
Research on construction and application of gene network model for form design based on consumer’s preference	31