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A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

In a steel industry, a slab yard plays a role of a buffer between continuous casting stage and rolling mill. An effective assignment and scheduling of......

FuseSeg: Semantic Segmentation of Urban Scenes Based on RGB and Thermal Data Fusion

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

Semantic segmentation of urban scenes is an essential component in various applications of autonomous driving. It makes great progress with the rise o......

Diabetic Retinopathy Diagnosis Using Multichannel Generative Adversarial Network With Semisupervision

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (2)

Diabetic retinopathy (DR) is one of the major causes of blindness. It is of great significance to apply deep-learning techniques for DR recognition. H......

A Multiobjective Disassembly Planning for Value Recovery and Energy Conservation From End-of-Life Products

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (2)

Demanufacturing aims to recover value and conserve energy from end-of-life (EOL) products, contributing to sustainable manufacturing. To make the full......

Data Recovery of Magnetic Flux Leakage Data Gaps Using Multifeature Conditional Risk

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

Safe transmission of oil pipelines is one of the guarantees of national defense and environmental protection. Magnetic flux leakage (MFL) testing is c......

Fixed-Time Actuator Fault Accommodation Applied to Hypersonic Gliding Vehicles

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

This article presents a fixed-time accommodation strategy of actuator faults for hypersonic gliding vehicles (HGVs). The approach against actuator fau......

Reliability-Aware and Deadline-Constrained Mobile Service Composition Over Opportunistic Networks

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

An opportunistic link between two mobile devices or nodes can be constructed when they are within each other's communication range. Typically, cyber-p......

Real-Time Fault-Tolerant Formation Control of Multiple WMRs Based on Hybrid GA-PSO Algorithm

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

A fault-tolerant formation control (FTFC) strategy is proposed against severe actuator faults, applied to a team of wheeled mobile robots (WMRs). In t......

Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

Maintaining the orderliness and efficiency of pedestrian flow through an architectural area is critical for the evacuation process. Especially, clogs ......

Problem Formulation and Solution Methodology for Energy Consumption Optimization in Bernoulli Serial Lines

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (2)

As the main force of energy consumption, machines consume a huge amount of energy in some production systems. To operate the systems in an energy-effi......

Weighted Double-Low-Rank Decomposition With Application to Fabric Defect Detection

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

Recently, many methods based on low-rank representation have been proposed for fabric defect detection. Most of them relax the low-rank decomposition ......

An Estimation of Distribution Algorithm With Filtering and Learning

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

Estimation of distribution algorithm (EDA) is an efficient population-based stochastic search technique. Since it was proposed, many attempts have bee......

An Improved Bouc-Wen Model Based on Equitorque Discretization for a Load-Dependent Nonlinear Stiffness Actuator

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (2)

A novel concept of designing compliant actuators called "small load, low stiffness; large load, high stiffness" was applied and proven effective in hu......

Joint Feature and Label Adversarial Network for Wafer Map Defect Recognition

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (3)

Deep neural networks (DNNs), e.g., convolutional neural network (CNN), are able to learn effective features from wafer maps for dimensional reduction ......

An Approximation Algorithm for Unrelated Parallel Machine Scheduling Under TOU Electricity Tariffs

期刊: IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021; 18 (2)

In an era of sustainable development, considerable emphasis has been put onto energy saving, environment friendly, and social welfare as well as produ......

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