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Instance segmentation of point cloud captured by RGB-D sensor based on deep learning

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (9)

RGB-D sensors are gradually introduced into the robotic system to help the machine understand its surroundings. Among the point cloud processing metho......

Digital twin for human-machine interaction with convolutional neural network

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (7-8)

Digital twin (DT) technology aims to create a virtual model of a physical entity and efficiently analyze the intelligent manufacturing system. Based o......

A novel hybrid algorithm for large-scale composition optimization problems in cloud manufacturing

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (9)

At present, with the emergence and development of cloud manufacturing (CMfg), the scale of services in CMfg platforms increases rapidly which provide ......

Dynamic control of supported macro/micro-tubes conveying magnetic fluid utilizing intelligibly designed axially functionally graded materials

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, ; ()

In this study, dynamic modeling of an elbow axially functionally graded (AFG) macro/micro-tube carrying magnetic flow with different cross-sections is......

KGAssembly: Knowledge graph-driven assembly process generation and evaluation for complex components

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, ; ()

The semantic information of process documents for the assembly of complex components plays an important role in the guidance of assembly operations an......

Deep learning for industrial image: challenges, methods for enriching the sample space and restricting the hypothesis space, and possible issue

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, ; ()

Deep learning (DL) is an important enabling technology for intelligent manufacturing. The DL-based industrial image pattern recognition (DLBIIPR) play......

A digital twin-enabled value stream mapping approach for production process reengineering in SMEs

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, ; ()

Nowadays agile and practical methods for lean manufacturing and production process reengineering are in urgent need for Small and Medium Enterprises (......

Investigation of Multivariate Profile Monitoring on Complex Thin-walled Components Batch Machined using a Sliding Time Window Cluster Method

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (2)

Aiming at solving the problems of low precision of quality monitoring and low sensitivity of fluctuation detection in the batch machining process of c......

A personalized method of cloud manufacturing service customization

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (4)

In order to provide consumers with personalized cloud manufacturing services, and to form a crowd-sourcing cloud alliance for Small and Medium enterpr......

Analysis method for factors influencing gear hobbing quality based on density peak clustering and improved multi-objective differential evolution algorithm

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (4)

For addressing the problem that the quality indicators of gear hobbing are complicated and the influencing factors are unknown, a characteristic proce......

Polytope-based tolerance analysis with consideration of form defects and surface deformations

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (1)

Tolerance analysis aims to evaluate the functional requirement of mechanical assemblies in the design stage. As one of the typical tolerance analysis ......

Feature extraction and process monitoring of multi-channel data in a forging process via sensor fusion

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (1)

Sensor signals acquired in the industrial process contain rich information that can be analyzed to detect system anomalies and facilitate effective mo......

A utility-aware multi-task scheduling method in cloud manufacturing using extended NSGA-II embedded with game theory

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (2)

As an emerging sharing and collaborative paradigm, the cloud manufacturing system should maximize the satisfaction of stakeholders to promote the long......

An integrated system with multiple product lifecycles for remanufacturing (IS-MPLR): new opportunities and challenges

期刊: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021; 34 (1)

The environmental and social impact of remanufacturing, as well as its economic value, have attracted widespread attention. Over the past three decade......

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