Search Results - "Tu, Jiachen"
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1
Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models
Published in Informatics in medicine unlocked (2021)“…In China, stroke has been the first leading cause of death in recent years. It is a major cause of long-term physical and cognitive impairment, which bring…”
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Journal Article -
2
Performance analysis and optimisation of Bernoulli serial production lines with dynamic real-time bottleneck identification and mitigation
Published in International journal of production research (03-07-2022)“…With the rapid advances of Industry 4.0 technologies, developing rigorous, model-based algorithms for production system performance metrics calculation,…”
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Journal Article -
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A new aggregation algorithm for performance metric calculation in serial production lines with exponential machines: design, accuracy and robustness
Published in International journal of production research (03-07-2021)“…Performance metric calculation is one of the most important problems in production system research. In this paper, we consider serial production lines with…”
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Journal Article -
4
Real-Time Bottleneck in Serial Production Lines With Bernoulli Machines: Theory and Case Study
Published in IEEE transactions on automation science and engineering (01-10-2021)“…In production systems, the bottleneck is typically understood as the operation that affects the system performance in the strongest manner. Identification and…”
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5
A general architecture of a 3D visualization system for shop floor management
Published in Journal of intelligent manufacturing (01-04-2019)“…Currently, challenges for shop floor management are the lack of timely, accurate and consistent information. Production decision-making is constrained to low…”
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6
A simulation‐based integrated virtual testbed for dynamic optimization in smart manufacturing systems
Published in Journal of advanced manufacturing and processing (01-10-2022)“…In a manufacturing system, production control‐related decision‐making activities occur at different levels. At the process level, one of the main control…”
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Journal Article -
7
An MDP-based Method for Dynamic Workforce Allocation in Bernoulli Serial Production Lines
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26-08-2023)“…With the development of Industry 4.0 in manufacturing, new technologies such as big data analytics, artificial intelligence, and cloud computing, have been…”
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Conference Proceeding -
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Estimation of Machine Parameters in Exponential Serial Lines using Feedforward Neural Networks
Published in 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE) (01-08-2020)“…Model construction plays an essential role in manufacturing system analysis. A good model should be able to capture the main production phenomena with high…”
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Conference Proceeding -
9
An Accurate and Robust Algorithm for Performance Evaluation of Exponential Serial Lines with Finite Buffers
Published in 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) (01-08-2019)“…Calculation of performance metrics as functions of machine and buffer parameters is one of the most important problems in production system research. In this…”
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Conference Proceeding -
10
Dynamic Bottleneck in Serial Production Lines with Bernoulli Machines
Published in 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) (01-08-2019)“…Bottleneck identification and mitigation is one of the most important problems in production system research and practice. In the current literature, the…”
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Conference Proceeding -
11
Analysis and classification of main risk factors causing stroke in Shanxi Province
Published 29-05-2021“…In China, stroke is the first leading cause of death in recent years. It is a major cause of long-term physical and cognitive impairment, which bring great…”
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Journal Article