Advanced Engineering Informatics

Article	Citations
Ontology for experimentation of human-building interactions using virtual reality	194
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	161
A subtle defect recognition method for catenary fastener in high-speed railroad using destruction and reconstruction learning	160
How to manage and balance uncertainty by transdisciplinary engineering methods focusing on digital transformations of complex systems	145
MVDLite: A fast validation algorithm for Model View Definition rules	135
Predicting degraded lifting capacity of aging tower cranes: A digital twin-driven approach	132
Development of a novel machine learning-based approach for brain function assessment and integrated software solution	125
A digital smart product service system and a case study of the mining industry: MSPSS	119
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	116
Physics-based machine learning method and the application to energy consumption prediction in tunneling construction	111
Safety-aware human-centric collaborative assembly	111
A knowledge transfer framework to support rapid process modeling in aerosol jet printing	104
Superconductivity information extraction from the literature: A new corpus and its evaluations	102
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	101
Industrial knowledge graph-enabled cognitive intelligence-driven mass personalization	101
CBR-RBR fusion based parametric rapid construction method of bridge BIM model	99
Editorial Board	96
Coordinated scheduling of production and logistics for large-scale closed-loop manufacturing using Benders decomposition optimization	92
Editorial Board	88
Time identification of design knowledge push based on cognitive load measurement	85
Sparse random projection-based hyperdisk classifier for bevel gearbox fault diagnosis	84
Editorial Board	84
An individual-based spatio-temporal travel demand mining method and its application in improving rebalancing for free-floating bike-sharing system	83
Editorial Board	79
Product-service system engineering characteristics design for life cycle cost based on constraint satisfaction problem and Bayesian network	78

Machine identification of potential manufacturing process failure modes based on process constituent elements	78
Research on group awareness of networked collaboration within the design team and between teams	77
An information-decision framework for the multilevel co-design of products, materials, and manufacturing processes	76
Product line design and introduction strategies for crowdfunding in presence of social learning	76
A novel DT-based intelligent experiment method for complex industrial products	75
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	73
A 3D model encryption method supporting adaptive visual effects after decryption	68
Intelligent assembly modeling of complex product based on cognition of interaction structures	67
Optimal design of multi-type component allocation system with shared positions	65
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model	65
Tailoring ontology retrieval for supporting requirements analysis	62
Developing a fast and accurate collision detection strategy for crane-lift path planning in high-rise modular integrated construction	61
Ant Colony optimization application in bottleneck station scheduling	61
Enhanced prediction of highway flood inundation through Bayesian generalized linear geostatistical models	59
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	58
An information freshness-based digital twin model to support multi-level complementary dynamic scheduling in Shared Manufacturing	57
Human-centered flood mapping and intelligent routing through augmenting flood gauge data with crowdsourced street photos	57
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	56
Impact of information display on worker performance for wood frame wall assembly using AR HMD under different task conditions	56
A Quantum-inspired Ant Colony Optimization for solving a sustainable four-dimensional traveling salesman problem under type-2 fuzzy variable	54
AI-enabled and multimodal data driven smart health monitoring of wind power systems: A case study	54
Cross-domain privacy-preserving broad network for fault diagnosis of rotating machinery	54
Hybrid scheme through read-first-LSTM encoder-decoder and broad learning system for bearings degradation monitoring and remaining useful life estimation	54
Distributed representation learning and intelligent retrieval of knowledge concepts for conceptual design	53
Cascade operation-enhanced high-resolution representation learning for meticulous segmentation of bridge cracks	52
Information-guided signal multi-granularity contrastive feature learning for fault diagnosis with few labeled data	52
Towards smart product-service systems 2.0: A retrospect and prospect	52
Lane changing maneuver prediction by using driver’s spatio-temporal gaze attention inputs for naturalistic driving	52
Local maximum instantaneous extraction transform based on extended autocorrelation function for bearing fault diagnosis	50
Semantic web-based automated compliance checking with integration of Finite Element analysis	48
A hybrid SNN-STLSTM method for human error assessment in the high-speed railway system	48
NC process information mining based optimization method of roughing tool sequence selection for pocket features	48
Bidirectional piecewise linear representation of time series with application to collective anomaly detection	47
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	47
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	47
Cyber-Physical Internet (CPI)-enabled logistics infrastructure integration framework in the greater bay area	46
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	46
A shapelet-based behavioral pattern extraction method for credit risk classification with behavior sparsity	45
Predicting workers’ inattentiveness to struck-by hazards by monitoring biosignals during a construction task: A virtual reality experiment	45
Developing a virtual reality healthcare product based on data-driven concepts: A case study	45
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	44
A patent infringement early-warning methodology based on intuitionistic fuzzy sets: A case study of Huawei	44
A fuzzy rough number extended AHP and VIKOR for failure mode and effects analysis under uncertainty	44
Service-oriented multi-skilled technician routing and scheduling problem for medical equipment maintenance with sudden breakdown	44
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	44
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	43
Fusing data, engineering knowledge and artificial intelligence for the built environment	43
Concept identification for complex engineering datasets	43
Development and evaluation of BCI for operating VR flight simulator based on desktop VR equipment	42
Recovery planning of industrial robots based on semantic information of failures and time-dependent utility	42

An approach for cross-data querying and spatial reasoning of tunnel alignments	41
Energy consumption mode identification and monitoring method of process industry system under unstable working conditions	40
Teaching and Learning Crystal structures through Virtual Reality based systems	40
Edge intelligence and agnostic robotic paradigm in resource synchronisation and sharing in flexible robotic and facility control system	40
Data-driven learning-based Model Predictive Control for energy-intensive systems	40
A real-time vehicle detection and a novel vehicle tracking systems for estimating and monitoring traffic flow on highways	39
An integrated optimization method for tactical-level planning in liner shipping with heterogeneous ship fleet and environmental considerations	39
Vision-based estimation of the number of occupants using video cameras	39
An improved convolutional neural network with an adaptable learning rate towards multi-signal fault diagnosis of hydraulic piston pump	39
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	39
Context-driven ontology-based risk identification for onshore wind farm projects: A domain-specific approach	39
Forecasting building energy consumption: Adaptive long-short term memory neural networks driven by genetic algorithm	39
3D CAD model retrieval based on sketch and unsupervised variational autoencoder	39
Design optimization of fuzzy controllers in building structures using the crystal structure algorithm (CryStAl)	39
Competitive substitution and technological diffusion for semiconductor foundry firms	38
Integration of parametric modelling in web-based knowledge-based engineering applications	38
Multi-objective optimization of shield construction parameters based on random forests and NSGA-II	38
Logic-based Benders decomposition for order acceptance and scheduling in distributed manufacturing	38
Knowledge graph construction for product designs from large CAD model repositories	37
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	37
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	37
Design information-assisted graph neural network for modeling central air conditioning systems	37
Bio-inspired generative design for engineering products: A case study for flapping wing shape exploration	37
Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research	36
Internal pump leakage detection of the hydraulic systems with highly incomplete flow data	36
Mass personalization strategy under Industrial Internet of Things: A case study on furniture production	36
Reinforcement Learning for Engineering Design Automation	36
Unsupervised constrained discord detection in IoT-based online crane monitoring	35
Digital twin-driven deep reinforcement learning for adaptive task allocation in robotic construction	35
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	35
Designer role identification based on ecological niche theory	35
Edge-cloud cooperation driven self-adaptive exception control method for the smart factory	35
Forecasting highly fluctuating electricity load using machine learning models based on multimillion observations	35
Sim-YOLOv5s: A method for detecting defects on the end face of lithium battery steel shells	35
Excavator 3D pose estimation using deep learning and hybrid datasets	35
Conceptual design of a user-centric smart product-service system using self-organizing map	34
Leveraging Generative Design for Industrial Layout Planning: SWOT Analysis Insights from a Practical Case of Papermill Layout Design	34
SplineLearner: Generative learning system of design constraints for models represented using B-spline surfaces	34
Extracting structural components of concrete buildings from laser scanning point clouds from construction sites	34
Combined forecasting approach for product quality based on support vector regression and gray forecasting model	34
Hierarchical control for cornering stability of dual-motor RWD vehicles with electronic differential system using PSO optimized SOSMC method	34
A hybrid model of bald eagle search and relevance vector machine for dam safety monitoring using long-term temperature	34
Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis	34
Potential of AI for service performance of manufacturers: Analytical and empirical insights	34
Dynamic knowledge modeling and fusion method for custom apparel production process based on knowledge graph	34
Image-based 3D reconstruction for Multi-Scale civil and infrastructure Projects: A review from 2012 to 2022 with new perspective from deep learning methods	33
A consumers’ Kansei needs mining and purchase intention evaluation method based on fuzzy linguistic theory and multi-attribute decision making method	33
Embodied AI for dexterity-capable construction Robots: DEXBOT framework	33
Two-stage imbalanced learning-based quality prediction method for wheel hub assembly	33
Faulty rolling bearing digital twin model and its application in fault diagnosis with imbalanced samples	33
Multi-zone parametric inverse analysis of super high arch dams using deep learning networks based on measured displacements	32
A feature decomposition-based deep transfer learning framework for concrete dam deformation prediction with observational insufficiency	32
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	32
Semi-supervised fault diagnosis of gearbox based on feature pre-extraction mechanism and improved generative adversarial networks under limited labeled samples and noise environment	32
Knowledge graph modeling method for product manufacturing process based on human–cyber–physical fusion	32
Application of copula-based Bayesian network method to water leakage risk analysis in cross river tunnel of Wuhan Rail Transit Line 3	32
Systematic knowledge modeling and extraction methods for manufacturing process planning based on knowledge graph	32
Implications of data-driven product design: From information age towards intelligence age	32
Computational methodologies for critical infrastructure resilience modeling: A review	31
Cooperative path planning with priority target assignment and collision avoidance guidance for rescue unmanned surface vehicles in a complex ocean environment	31
Unsupervised domain adversarial network for few-sample fault detection in industrial processes	31
Intelligent decision-making model in preventive maintenance of asphalt pavement based on PSO-GRU neural network	31
A method for the spatiotemporal correlation prediction of the quality of multiple operational processes based on S-GGRU	31
Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph	30
An advanced rigid-flexible hybrid assembly deviation analysis method for aerostructures	30
Intelligent machinery health prognostics under variable operation conditions with limited and variable-length data	30
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	30
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	30
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	30
Weld-seam identification and model reconstruction of remanufacturing blade based on three-dimensional vision	30
Detection and location of unsafe behaviour in digital images: A visual grounding approach	30
Hybrid rolling-horizon optimization for berth allocation and quay crane assignment with unscheduled vessels	29
A multiplex network based analytical framework for safety management standardization in construction engineering	29
Integrated energy management and operations planning in oil-electric hybrid container terminals considering multi-energy supply	29
A decision-support method for multi-parameter editing of parametric CAD models	29
A robust double-parallel extreme learning machine based on an improved M-estimation algorithm	29
The optimization of warehouse location and resources distribution for emergency rescue under uncertainty	29
Improved RefineDNet algorithm for precise environmental perception of autonomous earthmoving machinery under haze and fugitive dust conditions	29
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	29
The influence of context effects on exit choice behavior during building evacuation combining virtual reality and discrete choice modeling	28

A surrogate-assisted stochastic optimization inversion algorithm: Parameter identification of dams	28
A decision framework for cultural and creative products based on IF-TODIM method and group consensus reaching model	28
SRS: Spatial-tagged radio-mapping system combining LiDAR and mobile-phone data for indoor location-based services	28
Digital visualization of time-varying local bearing contact recognition for non-orthogonal aviation spiral bevel gears	28
Adaptive similarity search for the retrieval of rare events from large time series databases	28
Live semantic data from building digital twins for robot navigation: Overview of data transfer methods	28
A quantitative aesthetic measurement method for product appearance design	28
Leveraging on causal knowledge for enhancing the root cause analysis of equipment spot inspection failures	28
Autonomous damage segmentation of post-fire reinforced concrete structural components	28
Feature extraction and health status prediction in PV systems	28
Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling	28
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	28
A smart conflict resolution model using multi-layer knowledge graph for conceptual design	27
Evaluating the attitudes of different trainee groups towards eye tracking enhanced safety training methods	27
A product form design method integrating Kansei engineering and diffusion model	27
Structural discrepancy and domain adversarial fusion network for cross-domain fault diagnosis	27
A novel Brownian correlation metric prototypical network for rotating machinery fault diagnosis with few and zero shot learners	27
Simulation and optimization of automated masonry construction using cable robots	27
Explainable artificial intelligence (XAI): Precepts, models, and opportunities for research in construction	27
Development of a synthetic dataset generation method for deep learning of real urban landscapes using a 3D model of a non-existing realistic city	27
Multivariate time series prediction of complex systems based on graph neural networks with location embedding graph structure learning	27
Dynamic analysis of identifying user roles and evolutionary paths in collective intelligence design community	27
A Gaussian-guided adversarial adaptation transfer network for rolling bearing fault diagnosis	27
A data-driven approach for railway in-train forces monitoring	26
Robust time series denoising with learnable wavelet packet transform	26
EfficientNet-ECA: A lightweight network based on efficient channel attention for class-imbalanced welding defects classification	26
Efficient JITL framework for nonlinear industrial chemical engineering soft sensing based on adaptive multi-branch variable scale integrated convolutional neural networks	26
Turbid image tackling framework towards underwater concrete bridge detection based on distance control and deep learning	26
Comprehensive digital twin for infrastructure: A novel ontology and graph-based modelling paradigm	26
NavMarkAR: A landmark-based augmented reality (AR) wayfinding system for enhancing older Adults’ spatial learning	26
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	26
Knowledge graph-based representation and recommendation for surrogate modeling method	26
Creating spatial visualizations using fine-tuned interior design style models informed by user preferences	26
A novel causal feature learning-based domain generalization framework for bearing fault diagnosis with a mixture of data from multiple working conditions and machines	25
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	25
Improving the performance of RRT path planning of excavators by embedding heuristic rules	25
Perception graph for representing visuospatial behavior in virtual environments: A case study for Daejeon City	25
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	25
Biologically inspired product design combining Kansei Engineering and Association Creative Thinking Method	25
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	25
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	25
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	25
Predicting vessel service time: A data-driven approach	25
VKCNN: An interpretable variational kernel convolutional neural network for rolling bearing fault diagnosis	25
Automatic representation and detection of fault bearings in in-wheel motors under variable load conditions	24
Predicting human trust in human-robot collaborations using machine learning and psychophysiological responses	24
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	24
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	24
Why individuals do not use emergency exit doors during evacuations: A virtual reality and eye-tracking experimental study	24
Collaborative dynamic scheduling in a self-organizing manufacturing system using multi-agent reinforcement learning	24
Integrated decision-making with adaptive feature weighting adversarial network for multi-target domain compound fault diagnosis of machinery	24
TF-F-GAN: A GAN-based model to predict the assembly physical fields under multi-modal variables fusion on vision transformer	23
A model-driven dual-derivation framework for quantitative fault detection in satellite power system	23
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	23
Segmentation-aware prior assisted joint global information aggregated 3D building reconstruction	23
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	23
Depth-informed point cloud-to-BIM registration for construction inspection using augmented reality	23
A novel semi-supervised prediction modeling method based on deep learning for flotation process with large drift of working conditions	23
Ontology guided multi-level knowledge graph construction and its applications in blast furnace ironmaking process	23
Scene information guided aerial photogrammetric mission recomposition towards detailed level building reconstruction	23
Hierarchical construction and application of machining domain knowledge graph based on as-fabricated information model	23
Welding defect detection based on phased array images and two-stage segmentation strategy	23
A fractional-derivative kernel learning strategy for predicting residual life of rolling bearings	23
An optimization-based motion planner for dual-arm manipulation of the soft deformable linear objects with nonnegligible gravity	23
Parallel GhostNet classification prediction method for supercapacitor remaining useful life prediction	23
A comprehensive multi-stage decision-making model for supplier selection and order allocation approach in the digital economy	22
Machine learning method for CPTu based 3D stratification of New Zealand geotechnical database sites	22
Technological life-cycle analysis of ultra-precision machining technology: Forecasting perspective directions and tracking the critical transitions with evolution	22
DAUP: Enhancing point cloud homogeneity for 3D industrial anomaly detection via density-aware point cloud upsampling	22
Considering integrated information on environmental features and neighborhood deformation: A missing value filling framework for arch dam deformation sequence	22
A stacked graph neural network with self-exciting process for robotic cognitive strategy reasoning in proactive human-robot collaborative assembly	22
Modeling and risk assessment of workers’ situation awareness in human-machine collaborative construction operations: A computational cognitive modeling and simulation approach	22
A multi-stage approach for desired part grasping under complex backgrounds in human-robot collaborative assembly	22
A fast transfer reinforcement learning model for transferring force-based human speed adjustment skills to robots for collaborative assembly posture alignment	22
Few-shot fault diagnosis for machinery using multi-scale perception multi-level feature fusion image quadrant entropy	22
Editorial Board	22
Meta Koopman decomposition for time series forecasting under temporal distribution shifts	22
Interpretable Spatial–Temporal Graph Convolutional Network for System Log Anomaly Detection	22
Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery	22
Integrated optimization design and motion control of multi-configuration unmanned metamorphic vehicle	21
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	21
A novel six-dimensional digital twin model for data management and its application in roll forming	21
Lifting path planning of mobile cranes based on an improved RRT algorithm	21
Investigation of the relationship between Ironworker’s gait stability and different types of load carrying using wearable sensors	21
Information field in a manufacturing System: Concepts, measurements and applications	21
Natural language generation and deep learning for intelligent building codes	21
A general mobile manipulator automation framework for flexible tasks in controlled environments	21
A function-oriented biologically analogical approach for constructing the design concept of smart product in Industry 4.0	21
Feasibility of augmented reality technology for communication in the construction industry	21
A transportation Revitalization index prediction model based on Spatial-Temporal attention mechanism	21
A process knowledge-based hybrid method for univariate time series prediction with uncertain inputs in process industry	21
Simulation and sensor data fusion for machine learning application	21
Common design structures and substitutable feature discovery in CAD databases	21
Computer vision and long short-term memory: Learning to predict unsafe behaviour in construction	21
System construction for comprehensive industrial ecosystem oriented networked collaborative manufacturing platform (NCMP) based on three chains	21