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Research on group awareness of networked collaboration within the design team and between teams

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

Group awareness is the critical content of collaboration in a networked collaborative design team, and it is a meaningful way to study teamwork effici......

An automatic real-time bus schedule redesign method based on bus arrival time prediction

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 48 ()

Bus travel time often fluctuates greatly due to disturbance factors such as traffic conditions and passenger flow, which causes a reduction in the tra......

A convolutional neural network based degradation indicator construction and health prognosis using bidirectional long short-term memory network for rolling bearings

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 48 ()

Health prognosis of rolling bearing is of great significance to improve its safety and reliability. This paper presents a novel health prognosis metho......

Recognition of pedestrian trajectories and attributes with computer vision and deep learning techniques

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

Analyzing the walking behavior of the public is vital for revealing the need for infrastructure design in a local neighborhood, supporting human-centr......

Optimizing parcel sorting process of vertical sorting system in e-commerce warehouse

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 48 ()

The vertical sorting system is an emerging system in warehouse section. It achieves higher level of automated sorting by applying conveyor sorter and ......

Integrated scheduling and flexible maintenance in deteriorating multi-state single machine system using a reinforcement learning approach

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

This paper studies an integrated optimization problem of production scheduling and flexible preventive maintenance (PM) in a multi-state single machin......

A decision-making model for knowledge collaboration and reuse through scientific workflow

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

Past, present and future, to realize the aim of product CTQS (i.e., lower cost, faster time to market, higher quality and better service) with manufac......

A synthetical development approach for rehabilitation assistive smart product-service systems: A case study

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 48 ()

Digital transformation (DT), the combination of information, computing, communication and connectivity technologies, which has triggered an effective ......

Intelligent fault recognition framework by using deep reinforcement learning with one dimension convolution and improved actor-critic algorithm

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

The quality of fault recognition part is one of the key factors affecting the efficiency of intelligent manufacturing. Many excellent achievements in ......

Product redesign using functional backtrack with digital twin

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

Digital twin, as a new industrial technology, provides great opportunities in various stages of product development. Product redesign is widely requir......

Research on economic benefits of multi-city logistics development based on data-driven analysis

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

This study aims to measure the logistics economic efficiency of major first-tier cities in China and propose the interactive development plan of the g......

Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

The use of surrogate models to replace expensive computations with computer simulations has been widely studied in engineering problems. However, ofte......

Quay crane scheduling in automated container terminal for the trade-off between operation efficiency and energy consumption

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 48 ()

At present, the automation of handling equipment has changed the operation mode in the automated container terminal. This paper investigates the autom......

A review of digital twin in product design and development

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 48 ()

In the era of digitalization, there are many emerging technologies, such as the Internet of Things (IoT), Digital Twin (DT), Cloud Computing and Artif......

A heuristic optimization approach for multi-vehicle and one-cargo green transportation scheduling in shipbuilding

期刊: ADVANCED ENGINEERING INFORMATICS, 2021; 49 ()

To actively respond to the call for green shipbuilding, block cooperative transportation has been particularly concerned in reducing carbon emission i......

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