Advanced Engineering Informatics

Article	Citations
Fuzzy diversity entropy as a nonlinear measure for the intelligent fault diagnosis of rotating machinery	222
An intelligent integrated innovation design method based on flow functional genes coding and digitization	196
A flight-procedure generation framework based on an RRT* path planning algorithm	178
Large containership stowage planning for maritime logistics: A novel meta-heuristic algorithm to reduce the number of shifts	167
Implementation path and reference model for Multilateral Data Circulation System (MDCS) in Datacentric Product-Service System (DPSS): from an industrial practice survey	165
Multi-aircraft attention-based model for perceptive arrival transit time prediction	149
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	147
A fuzzy dematel-based delegated Proof-of-Stake consensus mechanism for medical model fusion on blockchain	142
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	142
Product carbon emissions estimation method in the early design stage based on multi-perspective similarity matching of design scenarios	140
You can be more trustworthy: A feature fusion reinforcement network for credible anti-noise fault diagnosis	126
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	125
Cross-supervised contrastive learning domain adaptation network for steel defect segmentation	120
A novel method for yard space allocation for the port with atypical container collection cycles	118
CAMHighways: The Cambridge Highways dataset	115
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	114
Potential of AI for service performance of manufacturers: Analytical and empirical insights	112
How to manage and balance uncertainty by transdisciplinary engineering methods focusing on digital transformations of complex systems	112
An integrated optimization method for tactical-level planning in liner shipping with heterogeneous ship fleet and environmental considerations	106
Efficient JITL framework for nonlinear industrial chemical engineering soft sensing based on adaptive multi-branch variable scale integrated convolutional neural networks	105
Multivariate time series prediction of complex systems based on graph neural networks with location embedding graph structure learning	105
Evaluating the attitudes of different trainee groups towards eye tracking enhanced safety training methods	101
Digital twin-driven deep reinforcement learning for adaptive task allocation in robotic construction	96
Local maximum instantaneous extraction transform based on extended autocorrelation function for bearing fault diagnosis	95
Integrative human and object aware online progress observation for human-centric augmented reality assembly	94

Ontology for experimentation of human-building interactions using virtual reality	91
Live semantic data from building digital twins for robot navigation: Overview of data transfer methods	90
Superconductivity information extraction from the literature: A new corpus and its evaluations	89
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	88
Industrial knowledge graph-enabled cognitive intelligence-driven mass personalization	88
Editorial Board	87
Coordinated scheduling of production and logistics for large-scale closed-loop manufacturing using Benders decomposition optimization	86
Editorial Board	84
Editorial Board	81
A novel DT-based intelligent experiment method for complex industrial products	79
Editorial Board	79
Intelligent assembly modeling of complex product based on cognition of interaction structures	78
Tailoring ontology retrieval for supporting requirements analysis	77
Ant Colony optimization application in bottleneck station scheduling	74
Internal pump leakage detection of the hydraulic systems with highly incomplete flow data	71
An information freshness-based digital twin model to support multi-level complementary dynamic scheduling in Shared Manufacturing	71
Multi-zone parametric inverse analysis of super high arch dams using deep learning networks based on measured displacements	70
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	69
Combined forecasting approach for product quality based on support vector regression and gray forecasting model	69
A digital smart product service system and a case study of the mining industry: MSPSS	68
Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling	66
An advanced retrieval-augmented generation system for manufacturing quality control	65
A product form design method integrating Kansei engineering and diffusion model	65
Semi-supervised fault diagnosis of gearbox based on feature pre-extraction mechanism and improved generative adversarial networks under limited labeled samples and noise environment	63
Digital twin-enabled entropy regularized wavelet attention domain adaptation network for gearboxes fault diagnosis without fault data	63
Dynamic knowledge modeling and fusion method for custom apparel production process based on knowledge graph	62
Leveraging on causal knowledge for enhancing the root cause analysis of equipment spot inspection failures	61
Human-centered flood mapping and intelligent routing through augmenting flood gauge data with crowdsourced street photos	61
Systematic knowledge modeling and extraction methods for manufacturing process planning based on knowledge graph	60
Comprehensive digital twin for infrastructure: A novel ontology and graph-based modelling paradigm	60
Reinforcement Learning for Engineering Design Automation	59
Product-service system engineering characteristics design for life cycle cost based on constraint satisfaction problem and Bayesian network	58
Generative adaptable design based on hidden Markov model	58
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model	58
Why individuals do not use emergency exit doors during evacuations: A virtual reality and eye-tracking experimental study	57
Digital visualization of time-varying local bearing contact recognition for non-orthogonal aviation spiral bevel gears	57
Fusing data, engineering knowledge and artificial intelligence for the built environment	56
Recovery planning of industrial robots based on semantic information of failures and time-dependent utility	55
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	55
Data-driven learning-based Model Predictive Control for energy-intensive systems	54
Edge intelligence and agnostic robotic paradigm in resource synchronisation and sharing in flexible robotic and facility control system	54
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	53
Excavator 3D pose estimation using deep learning and hybrid datasets	53
Improving the performance of RRT path planning of excavators by embedding heuristic rules	53
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	52
Vision-based estimation of the number of occupants using video cameras	51
NC process information mining based optimization method of roughing tool sequence selection for pocket features	51
A novel Brownian correlation metric prototypical network for rotating machinery fault diagnosis with few and zero shot learners	50
Knowledge graph construction for product designs from large CAD model repositories	50
Structural discrepancy and domain adversarial fusion network for cross-domain fault diagnosis	50

Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	50
Computational methodologies for critical infrastructure resilience modeling: A review	50
A 3D model encryption method supporting adaptive visual effects after decryption	49
Optimal design of multi-type component allocation system with shared positions	49
Image-based 3D reconstruction for Multi-Scale civil and infrastructure Projects: A review from 2012 to 2022 with new perspective from deep learning methods	49
Design information-assisted graph neural network for modeling central air conditioning systems	48
Leveraging Generative Design for Industrial Layout Planning: SWOT Analysis Insights from a Practical Case of Papermill Layout Design	48
Improved RefineDNet algorithm for precise environmental perception of autonomous earthmoving machinery under haze and fugitive dust conditions	48
A multiplex network based analytical framework for safety management standardization in construction engineering	48
A hybrid SNN-STLSTM method for human error assessment in the high-speed railway system	48
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	48
Designer role identification based on ecological niche theory	48
Safety-aware human-centric collaborative assembly	48
Integrated energy management and operations planning in oil-electric hybrid container terminals considering multi-energy supply	47
Embodied AI for dexterity-capable construction Robots: DEXBOT framework	47
AKGNN-PC: An assembly knowledge graph neural network model with predictive value calibration module for refrigeration compressor performance prediction with assembly error propagation and data imbalan	47
Cyber-Physical Internet (CPI)-enabled logistics infrastructure integration framework in the greater bay area	47
Information-guided signal multi-granularity contrastive feature learning for fault diagnosis with few labeled data	47
Towards smart product-service systems 2.0: A retrospect and prospect	47
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	46
Integrated decision-making with adaptive feature weighting adversarial network for multi-target domain compound fault diagnosis of machinery	46
Enhanced prediction of highway flood inundation through Bayesian generalized linear geostatistical models	46
Robust time series denoising with learnable wavelet packet transform	46
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	46
Unsupervised domain adversarial network for few-sample fault detection in industrial processes	46
A novel semi-supervised prediction modeling method based on deep learning for flotation process with large drift of working conditions	45
A multi-stage approach for desired part grasping under complex backgrounds in human-robot collaborative assembly	45
Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery	45
An optimization-based motion planner for dual-arm manipulation of the soft deformable linear objects with nonnegligible gravity	45
Segmentation-aware prior assisted joint global information aggregated 3D building reconstruction	44
Interpretable Spatial–Temporal Graph Convolutional Network for System Log Anomaly Detection	44
Scene information guided aerial photogrammetric mission recomposition towards detailed level building reconstruction	44
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	44
A fractional-derivative kernel learning strategy for predicting residual life of rolling bearings	44
Ontology guided multi-level knowledge graph construction and its applications in blast furnace ironmaking process	44
TF-F-GAN: A GAN-based model to predict the assembly physical fields under multi-modal variables fusion on vision transformer	44
Competitive substitution and technological diffusion for semiconductor foundry firms	43
A model-driven dual-derivation framework for quantitative fault detection in satellite power system	43
Modeling and risk assessment of workers’ situation awareness in human-machine collaborative construction operations: A computational cognitive modeling and simulation approach	43
Weld-seam identification and model reconstruction of remanufacturing blade based on three-dimensional vision	43
Depth-informed point cloud-to-BIM registration for construction inspection using augmented reality	43
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	43
Hierarchical control for cornering stability of dual-motor RWD vehicles with electronic differential system using PSO optimized SOSMC method	43
Machine identification of potential manufacturing process failure modes based on process constituent elements	42
Research on group awareness of networked collaboration within the design team and between teams	42
Impact of information display on worker performance for wood frame wall assembly using AR HMD under different task conditions	42
Mass personalization strategy under Industrial Internet of Things: A case study on furniture production	42
SRS: Spatial-tagged radio-mapping system combining LiDAR and mobile-phone data for indoor location-based services	42
An individual-based spatio-temporal travel demand mining method and its application in improving rebalancing for free-floating bike-sharing system	42
Development and evaluation of BCI for operating VR flight simulator based on desktop VR equipment	41
An approach for cross-data querying and spatial reasoning of tunnel alignments	41
Physics-based machine learning method and the application to energy consumption prediction in tunneling construction	41
Time identification of design knowledge push based on cognitive load measurement	41
SplineLearner: Generative learning system of design constraints for models represented using B-spline surfaces	41
Design optimization of fuzzy controllers in building structures using the crystal structure algorithm (CryStAl)	41
A decision-support method for multi-parameter editing of parametric CAD models	40
Conceptual design of a user-centric smart product-service system using self-organizing map	40
A patent infringement early-warning methodology based on intuitionistic fuzzy sets: A case study of Huawei	40
AI-enabled and multimodal data driven smart health monitoring of wind power systems: A case study	40
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	40
Energy consumption mode identification and monitoring method of process industry system under unstable working conditions	40
Sim-YOLOv5s: A method for detecting defects on the end face of lithium battery steel shells	40
Service-oriented multi-skilled technician routing and scheduling problem for medical equipment maintenance with sudden breakdown	39
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	39
MVDLite: A fast validation algorithm for Model View Definition rules	39
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	38
Developing a virtual reality healthcare product based on data-driven concepts: A case study	38
CBR-RBR fusion based parametric rapid construction method of bridge BIM model	38
Product line design and introduction strategies for crowdfunding in presence of social learning	38
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	38
An information-decision framework for the multilevel co-design of products, materials, and manufacturing processes	37
Cross-domain privacy-preserving broad network for fault diagnosis of rotating machinery	37
A data-driven approach for railway in-train forces monitoring	37
A knowledge transfer framework to support rapid process modeling in aerosol jet printing	37
A shapelet-based behavioral pattern extraction method for credit risk classification with behavior sparsity	37
Forecasting highly fluctuating electricity load using machine learning models based on multimillion observations	36
Application of copula-based Bayesian network method to water leakage risk analysis in cross river tunnel of Wuhan Rail Transit Line 3	36
Unsupervised constrained discord detection in IoT-based online crane monitoring	36
Implications of data-driven product design: From information age towards intelligence age	36
A consumers’ Kansei needs mining and purchase intention evaluation method based on fuzzy linguistic theory and multi-attribute decision making method	36

Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis	35
Detection and location of unsafe behaviour in digital images: A visual grounding approach	35
A hybrid model of bald eagle search and relevance vector machine for dam safety monitoring using long-term temperature	35
Intelligent machinery health prognostics under variable operation conditions with limited and variable-length data	35
Extracting structural components of concrete buildings from laser scanning point clouds from construction sites	35
A method for the spatiotemporal correlation prediction of the quality of multiple operational processes based on S-GGRU	35
Hybrid rolling-horizon optimization for berth allocation and quay crane assignment with unscheduled vessels	34
A quantitative aesthetic measurement method for product appearance design	34
Teaching and Learning Crystal structures through Virtual Reality based systems	34
A robust double-parallel extreme learning machine based on an improved M-estimation algorithm	34
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	34
NavMarkAR: A landmark-based augmented reality (AR) wayfinding system for enhancing older Adults’ spatial learning	33
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	33
Biologically inspired product design combining Kansei Engineering and Association Creative Thinking Method	33
Technological life-cycle analysis of ultra-precision machining technology: Forecasting perspective directions and tracking the critical transitions with evolution	33
Meta Koopman decomposition for time series forecasting under temporal distribution shifts	33
A comprehensive multi-stage decision-making model for supplier selection and order allocation approach in the digital economy	33
Creating spatial visualizations using fine-tuned interior design style models informed by user preferences	33
VKCNN: An interpretable variational kernel convolutional neural network for rolling bearing fault diagnosis	33
Welding defect detection based on phased array images and two-stage segmentation strategy	33
A fast transfer reinforcement learning model for transferring force-based human speed adjustment skills to robots for collaborative assembly posture alignment	33
Considering integrated information on environmental features and neighborhood deformation: A missing value filling framework for arch dam deformation sequence	33
A novel causal feature learning-based domain generalization framework for bearing fault diagnosis with a mixture of data from multiple working conditions and machines	33
Predicting vessel service time: A data-driven approach	33
Perception graph for representing visuospatial behavior in virtual environments: A case study for Daejeon City	33
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	33
Parallel GhostNet classification prediction method for supercapacitor remaining useful life prediction	33
Few-shot fault diagnosis for machinery using multi-scale perception multi-level feature fusion image quadrant entropy	33
Predicting human trust in human-robot collaborations using machine learning and psychophysiological responses	33
Logic-based Benders decomposition for order acceptance and scheduling in distributed manufacturing	32
Autonomous damage segmentation of post-fire reinforced concrete structural components	32
A stacked graph neural network with self-exciting process for robotic cognitive strategy reasoning in proactive human-robot collaborative assembly	32
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	32
A subtle defect recognition method for catenary fastener in high-speed railroad using destruction and reconstruction learning	32
Editorial Board	32
Development of a novel machine learning-based approach for brain function assessment and integrated software solution	32
An advanced rigid-flexible hybrid assembly deviation analysis method for aerostructures	32
A Quantum-inspired Ant Colony Optimization for solving a sustainable four-dimensional traveling salesman problem under type-2 fuzzy variable	31
A fuzzy rough number extended AHP and VIKOR for failure mode and effects analysis under uncertainty	31
Automatic representation and detection of fault bearings in in-wheel motors under variable load conditions	31
Hybrid scheme through read-first-LSTM encoder-decoder and broad learning system for bearings degradation monitoring and remaining useful life estimation	31
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	31
A decision framework for cultural and creative products based on IF-TODIM method and group consensus reaching model	31
Edge-cloud cooperation driven self-adaptive exception control method for the smart factory	31
Development of a synthetic dataset generation method for deep learning of real urban landscapes using a 3D model of a non-existing realistic city	30
Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph	30
Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction	30
Concept identification for complex engineering datasets	30
Predicting degraded lifting capacity of aging tower cranes: A digital twin-driven approach	30
DAUP: Enhancing point cloud homogeneity for 3D industrial anomaly detection via density-aware point cloud upsampling	30
A feature decomposition-based deep transfer learning framework for concrete dam deformation prediction with observational insufficiency	30
Dynamic analysis of identifying user roles and evolutionary paths in collective intelligence design community	30
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	30
Distributed representation learning and intelligent retrieval of knowledge concepts for conceptual design	30
Two-stage imbalanced learning-based quality prediction method for wheel hub assembly	30
Intelligent decision-making model in preventive maintenance of asphalt pavement based on PSO-GRU neural network	30
Developing a fast and accurate collision detection strategy for crane-lift path planning in high-rise modular integrated construction	30
Adaptive similarity search for the retrieval of rare events from large time series databases	30
A smart conflict resolution model using multi-layer knowledge graph for conceptual design	30
Forecasting building energy consumption: Adaptive long-short term memory neural networks driven by genetic algorithm	29
A surrogate-assisted stochastic optimization inversion algorithm: Parameter identification of dams	29
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	29
Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research	29
The optimization of warehouse location and resources distribution for emergency rescue under uncertainty	29
Predicting workers’ inattentiveness to struck-by hazards by monitoring biosignals during a construction task: A virtual reality experiment	29
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	29
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	29
Feature extraction and health status prediction in PV systems	28
A real-time vehicle detection and a novel vehicle tracking systems for estimating and monitoring traffic flow on highways	28
Hierarchical construction and application of machining domain knowledge graph based on as-fabricated information model	28
Multi-objective optimization of shield construction parameters based on random forests and NSGA-II	28
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	28
Collaborative dynamic scheduling in a self-organizing manufacturing system using multi-agent reinforcement learning	28
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	28
Lane changing maneuver prediction by using driver’s spatio-temporal gaze attention inputs for naturalistic driving	28
Bio-inspired generative design for engineering products: A case study for flapping wing shape exploration	28
EfficientNet-ECA: A lightweight network based on efficient channel attention for class-imbalanced welding defects classification	28
An improved convolutional neural network with an adaptable learning rate towards multi-signal fault diagnosis of hydraulic piston pump	28
Crowdsourced virtual reality experimental approach in pedestrian and evacuation dynamics research: Part I. Process model and digital platform	28
Cascade operation-enhanced high-resolution representation learning for meticulous segmentation of bridge cracks	28
Simulation and optimization of automated masonry construction using cable robots	28
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	28
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	27
The influence of context effects on exit choice behavior during building evacuation combining virtual reality and discrete choice modeling	27
A Gaussian-guided adversarial adaptation transfer network for rolling bearing fault diagnosis	27
Integration of parametric modelling in web-based knowledge-based engineering applications	27
Crowdsourced virtual reality experimental approach in pedestrian and evacuation dynamics research: Part II. Validation and new insights	27
Knowledge graph modeling method for product manufacturing process based on human–cyber–physical fusion	27
Knowledge graph-based representation and recommendation for surrogate modeling method	27
Bidirectional piecewise linear representation of time series with application to collective anomaly detection	26
Deep learning-based correction of defocused fringe patterns for high-speed 3D measurement	26
Semantic web-based automated compliance checking with integration of Finite Element analysis	26
A transportation Revitalization index prediction model based on Spatial-Temporal attention mechanism	26
UAV applications in intelligent traffic: RGBT image feature registration and complementary perception	26
Turbid image tackling framework towards underwater concrete bridge detection based on distance control and deep learning	26