Advanced Engineering Informatics

Article	Citations
Improving the performance of RRT path planning of excavators by embedding heuristic rules	231
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	194
Tailoring ontology retrieval for supporting requirements analysis	175
Intelligent assembly modeling of complex product based on cognition of interaction structures	168
A novel DT-based intelligent experiment method for complex industrial products	152
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	152
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	150
CAMHighways: The Cambridge Highways dataset	149
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	145
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	130
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	128
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	125
Semantic web-based automated compliance checking with integration of Finite Element analysis	122
An individual-based spatio-temporal travel demand mining method and its application in improving rebalancing for free-floating bike-sharing system	118
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	117
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	117
Product line design and introduction strategies for crowdfunding in presence of social learning	110
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	110
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	108
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	97
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	97
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	95
Decentralized coordination of intelligent system of systems under partial observability	93
Towards smart product-service systems 2.0: A retrospect and prospect	93

Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	93
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	91
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	89
An advanced retrieval-augmented generation system for manufacturing quality control	89
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	87
Impact of information display on worker performance for wood frame wall assembly using AR HMD under different task conditions	84
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	83
Optimal design of multi-type component allocation system with shared positions	83
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	79
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	79
Data-driven learning-based Model Predictive Control for energy-intensive systems	73
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	72
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	72
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	72
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	72
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	71
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	71
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	71
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	68
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	66
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	65
Knowledge graph construction for product designs from large CAD model repositories	65
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	64
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	64
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	63
Climate-resilient epoxy asphalt mixture design: An intelligent framework	62
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	61
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	61
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	60
Reassessment of climate zones for high-level pavement analysis using machine learning algorithms and NASA MERRA-2 data	59
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	59
Using footstep-induced vibrations for occupant detection and recognition in buildings	59
Simulation and optimization of automated masonry construction using cable robots	59
PredMaX: Predictive maintenance with explainable deep convolutional autoencoders	58
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	58
A customer-centric IoT-based novel closed-loop supply chain model for WEEE management	58
A multi-aircraft co-operative trajectory planning model under dynamic thunderstorm cells using decentralized deep reinforcement learning	56
Collaborative scheduling of handling equipment in automated container terminals with limited AGV-mates considering energy consumption	56
Feasibility of augmented reality technology for communication in the construction industry	54
A function-oriented biologically analogical approach for constructing the design concept of smart product in Industry 4.0	54
Create or revise? A comparative study on CAD rework after team-based engineering design review in virtual reality and desktop interface	54
Augmented reality applications in construction productivity: A systematic literature review	53
User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections	53
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	53
Few-shot learning for structural health diagnosis of civil infrastructure	53
Data-driven generative design for mass customization: A case study	53
Lifting path planning of mobile cranes based on an improved RRT algorithm	53
Investigation of loaded contact characteristics of planetary roller screw mechanism based on influence coefficient method and machine learning	53
Knowledge graph-driven decision support for manufacturing process: A graph neural network-based knowledge reasoning approach	52
Dual graph driven-consistent representation learning method for semi-supervised fault diagnosis of rotating machinery	52

Toward a framework of extracting typical machining process routines based on knowledge representation learning	52
Soccer shoe recommendation system based on multitechnology integration for digital transformation	52
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults	52
Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	51
Digital twins for automotive development: Two wheelers application	51
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	51
Simulation and sensor data fusion for machine learning application	51
Exploiting relation of video segments for temporal action detection	50
Solving the feeder assignment, component sequencing, and nozzle assignment problems for a multi-head gantry SMT machine using improved firefly algorithm and dynamic programming	50
A new product development method to incorporating customer sensory preferences in food product design	49
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	49
Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN	49
A connecting rod assembly deformation cognition method based on quality characteristics probability network	49
Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities	49
An automatic measurement system for the wall thickness of corrugated plate based on laser triangulation method	49
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	49
An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands	49
Automated sizing of automotive steering ball joints in parametric CAD environment using expert knowledge and feature-based computer-assisted 3D modelling	49
Multi-component attention-based convolution network for color difference recognition with wavelet entropy strategy	48
AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation	48
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge	48
YOLOv5-SFE: An algorithm fusing spatio-temporal features for detecting and recognizing workers' operating behaviors	48
Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis	48
Reno-Inst: An ontology to support renovation projects planning and renovation products installation	47
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions	47
Classification of architectural and MEP BIM objects for building performance evaluation	47
A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes	47
A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning	47
Bridge substructure damage morphology identification based on the underwater sonar point cloud data	47
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	46
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments	46
Determination of workers' compliance to safety regulations using a spatio-temporal graph convolution network	46
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications	46
Unpaired image-to-image translation of structural damage	46
Critical challenges and advances in vibration signal processing for non-stationary condition monitoring	45
An integrated framework for blockchain-enabled supply chain trust management towards smart manufacturing	45
Research on Bio-inspired product design based on knowledge graph and semantic fusion diffusion model	45
A user preference prediction model based on the chaos of cognitive system for product form	45
Cognitive load assessment of active back-support exoskeletons in construction: A case study on construction framing	45
Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery	44
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images	44
Influential process nodes identification strategy for aircraft assembly system based on complex network and improved PageRank	44
Design concept evaluation considering information reliability, uncertainty, and subjectivity: An integrated rough-Z-number-enhanced MCGDM methodology	44
Knowledge augmented generalizer specializer: A framework for early stage design exploration	43
Towards dual-perspective alignment: A novel hierarchical selective adversarial network for transfer fault diagnosis	43
A data-driven approach to solving the container relocation problem with uncertainties	43
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
A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis	42
A semi-supervised learning detection method for vision-based monitoring of construction sites by integrating teacher-student networks and data augmentation	42
Blockchain-enabled cyber-physical system for construction site management: A pilot implementation	42
BERT and Pareto dominance applied to biological strategy decision for bio-inspired design	42
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor	41
A multi-fidelity surrogate model based on design variable correlations	40
Text2shape: Intelligent computational design of car outer contour shapes based on improved conditional Wasserstein generative adversarial network	40
Adaptive real-time similar repetitive manual procedure prediction and robotic procedure generation for human-robot collaboration	40
CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction	40
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study	40
Time-frequency supervised contrastive learning via pseudo-labeling: An unsupervised domain adaptation network for rolling bearing fault diagnosis under time-varying speeds	40
Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced	39
Geometric spatial constraints network for slender and tiny surface defect detection	39
Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing	39
SLDAE: An interpretable stacked Denoising Auto-Encoders for fan fault diagnosis on steelmaking workshops	39
Improving traffic prediction using congestion propagation patterns in smart cities	39
Corrigendum to “A review of augmented reality visualization methods for subsurface utilities” [Adv. Eng. Inf. 51 (2022) 101498]	38
Enhancing vehicle ride comfort through deep reinforcement learning with expert-guided soft-hard constraints and system characteristic considerations	38
Towards a unifying domain model of construction safety, health and well-being: SafeConDM	38
Capturing mental models: An analysis of designers actions, ideas, and intentions	38
Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models	37
A review of digital twin capabilities, technologies, and applications based on the maturity model	37
MeshCL: Towards robust 3D mesh analysis via contrastive learning	37
Improving efficiency in structural optimization using RBFNN and MMA-Adam hybrid method	37
Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method	37
A multi-objective optimal collaborative gas flow regulation method for non-stationary ventilation network based on improved NSGA-Ⅲ algorithm	37
Problem-solving processes in an educational construction simulation game	37
Sustainable innovation pathway for mechanical products by inducing characteristic parameters	37
Dynamic airport gate assignment with improved Shuffled Frog-Leaping Algorithm and triangle membership function	37
Data-driven shuttle service design for sustainable last mile transportation	36
CO2 impact on convolutional network model training for autonomous driving through behavioral cloning	36
A product design method for form and color matching based on aesthetic theory	36

The coordination of a dual-channel container transportation service chain with an option contract	36
A task-oriented theil index-based meta-learning network with gradient calibration strategy for rotating machinery fault diagnosis with limited samples	36
Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and Retrospects	36
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division	36
Deep learning-enabled turbulence model optimization of solid motor	35
A semantic segmentation-based collision recognition method for motorcycle slalom through poles in Motorcycle Driving License Test	35
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design	35
An iterative reference mapping approach for BIM IFCXML classified content compression	35
Agile solution search strategy for solving multi-conflicts in product development	35
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy	35
Method for identification and integration of design automation tasks in industrial contexts	35
A smart system of Mass Personalization Product Service System (MP-PSS) driven by industrial modular configuration	35
Multi-band spectral-temporal deep learning network for structural dynamic data forecasting aided by signal decomposition and bandpass filtering	35
A visual identification method with position recovering and contour comparison for highly similar non-planar aviation angle pieces	34
Knowledge-based intelligent ensemble monitoring method of grit wear in ultrasonic assisted grinding	34
Spatiotemporal kernel density clustering for wide area near Real-Time pothole detection	34
Object-based terminal positioning solution within task-boosted global constraint for improving mobile robotic stacking accuracy	34
Quality improvement method for high-end equipment’s functional requirements based on user stories	34
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability	33
Fault diagnosis for ball screws in industrial robots under variable and inaccessible working conditions with non-vibration signals	33
Mass Personalisation as a Service in Industry 4.0: A Resilient Response Case Study	33
Thermal image-based hand gesture recognition for worker-robot collaboration in the construction industry: A feasible study	33
Applying incremental Deep Neural Networks-based posture recognition model for ergonomics risk assessment in construction	33
CPS-enabled and knowledge-aided demand response strategy for sustainable manufacturing	33
Incorporating machine learning in shot peening and laser peening: A review and beyond	33
Design of digital twin applications in automated storage yard scheduling	33
Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data	33
Novel blockchain deep learning framework to ensure video security and lightweight storage for construction safety management	33
Development of a spatial dimension-based taxonomy for classifying the defect patterns in a wafer bin map	33
Behavioral, data-driven, agent-based evacuation simulation for building safety design using machine learning and discrete choice models	33
FF-BERT: A BERT-based ensemble for automated classification of web-based text on flash flood events	32
Autonomous vehicle extreme control for emergency collision avoidance via Reachability-Guided reinforcement learning	32
Towards future autonomous tugs: Design and implementation of an intelligent escort control system validated by sea trials	32
An improved case-based reasoning approach for mechanical design by enhancing the retrieval accuracy and leveraging the implicit knowledge	32
A novel fault diagnosis method for wind turbine based on adaptive multivariate time-series convolutional network using SCADA data	32
A large language model-enabled machining process knowledge graph construction method for intelligent process planning	32
Multi-scale Graph Convolutional Network for understanding human action in videos	32
A spatial-temporal neural network based on ResNet-Transformer for predicting railroad broken rails	32
LLM-MANUF: An integrated framework of Fine-Tuning large language models for intelligent Decision-Making in manufacturing	32
Fire propagation-driven dynamic intelligent evacuation model in multifloor hybrid buildings	32
Physics-informed probabilistic deep network with interpretable mechanism for trustworthy mechanical fault diagnosis	32
Learning multimodal adaptive relation graph and action boost memory for visual navigation	32
Bridge inspection named entity recognition via BERT and lexicon augmented machine reading comprehension neural model	32
Advanced CRITIC–GRA–GMM model with multiple restart simulation for assuaging decision uncertainty: An application to transport safety engineering for OECD members	31
3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review	31
Research on construction and application of gene network model for form design based on consumer’s preference	31
An improved beetle antennae search algorithm with Lévy flight and its application in micro-laser assisted turning	31
A reinforcement ensemble deep transfer learning network for rolling bearing fault diagnosis with Multi-source domains	31
Generating TRIZ-inspired guidelines for eco-design using Generative Artificial Intelligence	31
A novel reconstruction method with robustness for polluted measurement dataset	31
Member combination selection for product collaborative design under the open innovation model	31
An efficient 2D-3D fusion method for bridge damage detection under complex backgrounds with imbalanced training data	31
VR rehabilitation system evaluator: A fNIRS-based and LLM-enabled evaluation paradigm for Mild Cognitive Impairment	31
A dual adaptive semi-supervised attentional residual network framework for urban sound classification	31
Efficient post-earthquake reconnaissance planning using adaptive batch-mode active learning	31
Editorial Board	30
A novel ensemble of metamodels using improved stepwise metamodel selection and two-layer pointwise ensemble	30
Optimal charging scheduling for Indoor Autonomous Vehicles in manufacturing operations	30
Spatially embedded transformer: A point cloud deep learning model for aero-engine coaxiality prediction based on virtual measurement	30
End-users' acceptance of intelligent decision-making: A case study in digital agriculture	30
Product innovation based on the host gene and target gene recombination under the technological parasitism framework	30
A ranking prediction strategy assisted automatic model selection method	30
A state of the art in digital twin for intelligent fault diagnosis	30
A harmonic domain regressor with dynamic task weighting strategy for multi-fidelity surrogate modeling in engineering design	30
Integrating neurophysiological sensing and group-based multi-criteria decision-making for fourth-party logistics platform selection	29
A real-time welding defect detection framework based on RT-DETR deep neural network	29
An automated CAD-to-XR framework based on generative AI and Shrinkwrap modelling for a User-Centred design approach	29
Deterministic and probabilistic ship pitch prediction using a multi-predictor integration model based on hybrid data preprocessing, reinforcement learning and improved QRNN	29
Integrating object detection and natural language processing models to build a personalized attraction recommendation agent in a smart product service system	29
A space layout design model for concept generation using Function-based spatial planning and structure dynamic deployment	29
Promoting employee health in smart office: A survey	29
Integrated scheduling method for fleet wave sorties and maintenance of naval distributed platforms	29
A contradiction solving method for complex product conceptual design based on deep learning and technological evolution patterns	29
Innovative diagnosis of transformer winding defects using fuzzy and neutrosophic cross entropy measures	28
An integrated design concept evaluation method based on fuzzy weighted zero inconsistency and combined compromise solution considering inherent uncertainties	28
Double attention-guided tree-inspired grade decision network: A method for bearing fault diagnosis of unbalanced samples under strong noise conditions	28
Multi-generator adversarial dynamic spatial–temporal shapelet network for anode effect prediction in aluminum electrolysis process	28
A comparative study on pretreatment methods and dimensionality reduction techniques for energy data disaggregation in home appliances	28
Human–robot collaborative partial destruction disassembly sequence planning method for end-of-life product driven by multi-failures	28
A Unet-inspired spatial-attention transformer model for segmenting gear tooth surface defects	28
Semantic elaboration of low-LOD BIMs: Inferring functional requirements using graph neural networks	28
A novel pixel-level aging status evaluation method on on-site post insulators	28
An advanced AI-based lightweight two-stage underwater structural damage detection model	28
Optimized transportation scheduling for precast concrete components considering heterogeneous vehicle-size matching	28
Developing an integrated platform to enable hardware-in-the-loop for synchronous VR, traffic simulation and sensor interactions	28
Smart cushion-based non-invasive mental fatigue assessment of construction equipment operators: A feasible study	27
Knowledge graph exploitation to enhance the usability of risk assessment in construction safety planning	27
Recognition of pedestrian trajectories and attributes with computer vision and deep learning techniques	27
Exploring the Human-Centric Interaction Paradigm: Augmented Reality-Assisted Head-Up Display Design for Collaborative Human-Machine Interface in Cockpit	27
Light-weight residual convolution-based capsule network for EEG emotion recognition	27
Integrating crowd-/service-sourcing into digital twin for advanced manufacturing service innovation	27
Pulp grade monitoring using binocular image through multi-scale feature cross-attention fusion network and saliency map constraint	27
Pythagorean fuzzy comprehensive distance-based ranking approach for assessing industry 4.0 adoption strategies in the automotive manufacturing sector	27
Computer vision-based approach for smart traffic condition assessment at the railroad grade crossing	27
Memory-aware continual learning with multi-modal social media streams for unsupervised disaster classification	26