Advanced Engineering Informatics

Article	Citations
Tailoring ontology retrieval for supporting requirements analysis	250
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	239
CAMHighways: The Cambridge Highways dataset	204
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	175
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	173
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	168
Product line design and introduction strategies for crowdfunding in presence of social learning	158
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	157
An intelligent customized design method for complex products under the influence of dynamic uncertainty	154
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	152
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	145
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	140
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	135
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	135
Optimal design of multi-type component allocation system with shared positions	134
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	128
Decentralized coordination of intelligent system of systems under partial observability	123
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	122
Climate-resilient epoxy asphalt mixture design: An intelligent framework	119
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	111
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	110
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	108
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	107
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	106
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	104

Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	99
Simulation and optimization of automated masonry construction using cable robots	99
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	99
Improving the performance of RRT path planning of excavators by embedding heuristic rules	98
Knowledge graph construction for product designs from large CAD model repositories	98
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	97
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	94
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	93
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	90
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	90
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	84
An individual-based spatio-temporal travel demand mining method and its application in improving rebalancing for free-floating bike-sharing system	82
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	82
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	81
Intelligent assembly modeling of complex product based on cognition of interaction structures	81
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	81
Towards smart product-service systems 2.0: A retrospect and prospect	80
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	79
Impact of information display on worker performance for wood frame wall assembly using AR HMD under different task conditions	77
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	76
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	75
An advanced retrieval-augmented generation system for manufacturing quality control	72
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	72
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	72
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	69
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	69
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	69
Data-driven learning-based Model Predictive Control for energy-intensive systems	68
A novel DT-based intelligent experiment method for complex industrial products	68
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	67
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	66
Semantic web-based automated compliance checking with integration of Finite Element analysis	66
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	66
Reassessment of climate zones for high-level pavement analysis using machine learning algorithms and NASA MERRA-2 data	65
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	65
Feasibility of augmented reality technology for communication in the construction industry	65
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	64
An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands	64
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions	64
Using footstep-induced vibrations for occupant detection and recognition in buildings	63
User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections	63
Multi-component attention-based convolution network for color difference recognition with wavelet entropy strategy	62
Exploiting relation of video segments for temporal action detection	62
Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities	61
YOLOv5-SFE: An algorithm fusing spatio-temporal features for detecting and recognizing workers' operating behaviors	61
Digital twins for automotive development: Two wheelers application	60
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	59
Digital twin of buildings and occupants for emergency evacuation: Framework, technologies, applications and trends	59
Soccer shoe recommendation system based on multitechnology integration for digital transformation	59
Create or revise? A comparative study on CAD rework after team-based engineering design review in virtual reality and desktop interface	59

Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	59
Solving the feeder assignment, component sequencing, and nozzle assignment problems for a multi-head gantry SMT machine using improved firefly algorithm and dynamic programming	59
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	59
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	58
Toward a framework of extracting typical machining process routines based on knowledge representation learning	57
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults	57
Unpaired image-to-image translation of structural damage	57
Lifting path planning of mobile cranes based on an improved RRT algorithm	57
PredMaX: Predictive maintenance with explainable deep convolutional autoencoders	56
A connecting rod assembly deformation cognition method based on quality characteristics probability network	56
Investigation of loaded contact characteristics of planetary roller screw mechanism based on influence coefficient method and machine learning	56
Data-driven generative design for mass customization: A case study	56
Determination of workers' compliance to safety regulations using a spatio-temporal graph convolution network	55
A multi-aircraft co-operative trajectory planning model under dynamic thunderstorm cells using decentralized deep reinforcement learning	55
Classification of architectural and MEP BIM objects for building performance evaluation	55
A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes	55
Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN	55
Simulation and sensor data fusion for machine learning application	55
Few-shot learning for structural health diagnosis of civil infrastructure	54
Augmented reality applications in construction productivity: A systematic literature review	54
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	54
A new product development method to incorporating customer sensory preferences in food product design	54
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	54
Automated sizing of automotive steering ball joints in parametric CAD environment using expert knowledge and feature-based computer-assisted 3D modelling	53
A customer-centric IoT-based novel closed-loop supply chain model for WEEE management	53
A function-oriented biologically analogical approach for constructing the design concept of smart product in Industry 4.0	53
Collaborative scheduling of handling equipment in automated container terminals with limited AGV-mates considering energy consumption	53
A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning	53
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications	52
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge	52
Reno-Inst: An ontology to support renovation projects planning and renovation products installation	52
An automatic measurement system for the wall thickness of corrugated plate based on laser triangulation method	52
Bridge substructure damage morphology identification based on the underwater sonar point cloud data	51
Dual graph driven-consistent representation learning method for semi-supervised fault diagnosis of rotating machinery	51
Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis	51
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments	51
AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation	51
Knowledge graph-driven decision support for manufacturing process: A graph neural network-based knowledge reasoning approach	51
Active learning-based regional seismic risk assessment of high-speed railway bridges	51
Physics-informed CGAN and multi-scale attention CNN for pipeline leakage diagnosis under imbalanced data	50
Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced	50
CO2 impact on convolutional network model training for autonomous driving through behavioral cloning	50
Capturing mental models: An analysis of designers actions, ideas, and intentions	50
Knowledge augmented generalizer specializer: A framework for early stage design exploration	49
SLDAE: An interpretable stacked Denoising Auto-Encoders for fan fault diagnosis on steelmaking workshops	49
CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction	49
Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models	48
Data-driven shuttle service design for sustainable last mile transportation	48
Corrigendum to “A review of augmented reality visualization methods for subsurface utilities” [Adv. Eng. Inf. 51 (2022) 101498]	48
A user preference prediction model based on the chaos of cognitive system for product form	48
Towards dual-perspective alignment: A novel hierarchical selective adversarial network for transfer fault diagnosis	48
BERT and Pareto dominance applied to biological strategy decision for bio-inspired design	48
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning	47
Geometric spatial constraints network for slender and tiny surface defect detection	47
MeshCL: Towards robust 3D mesh analysis via contrastive learning	47
Design concept evaluation considering information reliability, uncertainty, and subjectivity: An integrated rough-Z-number-enhanced MCGDM methodology	47
A data-driven approach to solving the container relocation problem with uncertainties	46
Research on Bio-inspired product design based on knowledge graph and semantic fusion diffusion model	46
A product design method for form and color matching based on aesthetic theory	46
Text2shape: Intelligent computational design of car outer contour shapes based on improved conditional Wasserstein generative adversarial network	46
Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery	45
Improving traffic prediction using congestion propagation patterns in smart cities	45
Blockchain-enabled cyber-physical system for construction site management: A pilot implementation	45
The coordination of a dual-channel container transportation service chain with an option contract	44
An improved extreme learning machine with self-recurrent hidden layer	44
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images	44
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design	43
A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis	43
Problem-solving processes in an educational construction simulation game	43
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor	43
Adaptive real-time similar repetitive manual procedure prediction and robotic procedure generation for human-robot collaboration	43
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy	42
Multi-band spectral-temporal deep learning network for structural dynamic data forecasting aided by signal decomposition and bandpass filtering	42
Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and Retrospects	42
A semi-supervised learning detection method for vision-based monitoring of construction sites by integrating teacher-student networks and data augmentation	42
A multi-fidelity surrogate model based on design variable correlations	42
Cognitive load assessment of active back-support exoskeletons in construction: A case study on construction framing	42
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study	42
Dynamic airport gate assignment with improved Shuffled Frog-Leaping Algorithm and triangle membership function	42
A review of digital twin capabilities, technologies, and applications based on the maturity model	42

An integrated framework for blockchain-enabled supply chain trust management towards smart manufacturing	41
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division	41
Improving efficiency in structural optimization using RBFNN and MMA-Adam hybrid method	41
Multi-target prediction and dynamic interpretation method for displacement of arch dam with cracks based on A-DSRSN and SHAP	41
Beyond the images: Comprehensible unsafe behaviour recognition boosted by joint inference graph with multi-hop reasoning	41
A multi-objective optimal collaborative gas flow regulation method for non-stationary ventilation network based on improved NSGA-Ⅲ algorithm	41
Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method	41
Critical challenges and advances in vibration signal processing for non-stationary condition monitoring	41
Influential process nodes identification strategy for aircraft assembly system based on complex network and improved PageRank	40
Towards a unifying domain model of construction safety, health and well-being: SafeConDM	40
A visual identification method with position recovering and contour comparison for highly similar non-planar aviation angle pieces	40
Multi-scale Graph Convolutional Network for understanding human action in videos	40
Time-frequency supervised contrastive learning via pseudo-labeling: An unsupervised domain adaptation network for rolling bearing fault diagnosis under time-varying speeds	40
Enhancing vehicle ride comfort through deep reinforcement learning with expert-guided soft-hard constraints and system characteristic considerations	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	40
Agile solution search strategy for solving multi-conflicts in product development	40
Sustainable innovation pathway for mechanical products by inducing characteristic parameters	40
A task-oriented theil index-based meta-learning network with gradient calibration strategy for rotating machinery fault diagnosis with limited samples	40
Method for identification and integration of design automation tasks in industrial contexts	40
Towards future autonomous tugs: Design and implementation of an intelligent escort control system validated by sea trials	40
An improved case-based reasoning approach for mechanical design by enhancing the retrieval accuracy and leveraging the implicit knowledge	39
Deep learning-enabled turbulence model optimization of solid motor	39
Generating TRIZ-inspired guidelines for eco-design using Generative Artificial Intelligence	39
VR rehabilitation system evaluator: A fNIRS-based and LLM-enabled evaluation paradigm for Mild Cognitive Impairment	39
A spatial-temporal neural network based on ResNet-Transformer for predicting railroad broken rails	39
Bridge inspection named entity recognition via BERT and lexicon augmented machine reading comprehension neural model	39
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability	39
Design of digital twin applications in automated storage yard scheduling	39
Incorporating machine learning in shot peening and laser peening: A review and beyond	38
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
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 efficient 2D-3D fusion method for bridge damage detection under complex backgrounds with imbalanced training data	38
An iterative reference mapping approach for BIM IFCXML classified content compression	37
A semantic segmentation-based collision recognition method for motorcycle slalom through poles in Motorcycle Driving License Test	37
Applying incremental Deep Neural Networks-based posture recognition model for ergonomics risk assessment in construction	37
Fire propagation-driven dynamic intelligent evacuation model in multifloor hybrid buildings	37
A reinforcement ensemble deep transfer learning network for rolling bearing fault diagnosis with Multi-source domains	37
Advanced CRITIC–GRA–GMM model with multiple restart simulation for assuaging decision uncertainty: An application to transport safety engineering for OECD members	37
Autonomous vehicle extreme control for emergency collision avoidance via Reachability-Guided reinforcement learning	37
Thermal image-based hand gesture recognition for worker-robot collaboration in the construction industry: A feasible study	36
Learning multimodal adaptive relation graph and action boost memory for visual navigation	36
Fault diagnosis for ball screws in industrial robots under variable and inaccessible working conditions with non-vibration signals	36
Knowledge-based intelligent ensemble monitoring method of grit wear in ultrasonic assisted grinding	36
Behavioral, data-driven, agent-based evacuation simulation for building safety design using machine learning and discrete choice models	36
CPS-enabled and knowledge-aided demand response strategy for sustainable manufacturing	36
FF-BERT: A BERT-based ensemble for automated classification of web-based text on flash flood events	36
Quality improvement method for high-end equipment’s functional requirements based on user stories	36
Mass Personalisation as a Service in Industry 4.0: A Resilient Response Case Study	36
Object-based terminal positioning solution within task-boosted global constraint for improving mobile robotic stacking accuracy	36
Physics-informed probabilistic deep network with interpretable mechanism for trustworthy mechanical fault diagnosis	36
LLM-MANUF: An integrated framework of Fine-Tuning large language models for intelligent Decision-Making in manufacturing	35
A large language model-enabled machining process knowledge graph construction method for intelligent process planning	35
Member combination selection for product collaborative design under the open innovation model	35
3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review	35
An improved beetle antennae search algorithm with Lévy flight and its application in micro-laser assisted turning	35
Editorial Board	35
Novel blockchain deep learning framework to ensure video security and lightweight storage for construction safety management	35
A novel fault diagnosis method for wind turbine based on adaptive multivariate time-series convolutional network using SCADA data	35
A novel reconstruction method with robustness for polluted measurement dataset	35
Spatially embedded transformer: A point cloud deep learning model for aero-engine coaxiality prediction based on virtual measurement	34
A space layout design model for concept generation using Function-based spatial planning and structure dynamic deployment	34
An end-to-end tabular information-oriented causality event evolutionary knowledge graph for manufacturing documents	34
Multi-attribute negotiation mechanism for manufacturing service allocation in smart manufacturing	34
A real-time welding defect detection framework based on RT-DETR deep neural network	34
Smart cushion-based non-invasive mental fatigue assessment of construction equipment operators: A feasible study	34
Developing an integrated platform to enable hardware-in-the-loop for synchronous VR, traffic simulation and sensor interactions	34
Integrated scheduling method for fleet wave sorties and maintenance of naval distributed platforms	34
Product innovation based on the host gene and target gene recombination under the technological parasitism framework	33
End-users' acceptance of intelligent decision-making: A case study in digital agriculture	33
Integrating object detection and natural language processing models to build a personalized attraction recommendation agent in a smart product service system	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
An automated CAD-to-XR framework based on generative AI and Shrinkwrap modelling for a User-Centred design approach	33
Optimal charging scheduling for Indoor Autonomous Vehicles in manufacturing operations	33
A novel ensemble of metamodels using improved stepwise metamodel selection and two-layer pointwise ensemble	33
Secondary crash mitigation controller after rear-end collisions using reinforcement learning	33
Computer vision-based approach for smart traffic condition assessment at the railroad grade crossing	33
Integrating crowd-/service-sourcing into digital twin for advanced manufacturing service innovation	33
A ranking prediction strategy assisted automatic model selection method	32
Pulp grade monitoring using binocular image through multi-scale feature cross-attention fusion network and saliency map constraint	32
Research on construction and application of gene network model for form design based on consumer’s preference	32
An integrated design concept evaluation method based on fuzzy weighted zero inconsistency and combined compromise solution considering inherent uncertainties	32
Integrating neurophysiological sensing and group-based multi-criteria decision-making for fourth-party logistics platform selection	32
Deterministic and probabilistic ship pitch prediction using a multi-predictor integration model based on hybrid data preprocessing, reinforcement learning and improved QRNN	32
LIO-BIM – Coupling lidar inertial odometry with building information modeling for robot localization and mapping	32
Towards unified aleatory and epistemic uncertainty quantification for machinery health prognostic through sequential heteroscedastic Gaussian process regression	32
Multi-generator adversarial dynamic spatial–temporal shapelet network for anode effect prediction in aluminum electrolysis process	32
Semantic elaboration of low-LOD BIMs: Inferring functional requirements using graph neural networks	32
An advanced AI-based lightweight two-stage underwater structural damage detection model	32
Deep sequential adaptive reinforcement learning for manufacturing process optimization	32
Pythagorean fuzzy comprehensive distance-based ranking approach for assessing industry 4.0 adoption strategies in the automotive manufacturing sector	31