A Disassembly Sequence Planning Method With Team-Based Genetic Algorithm for Equipment Maintenance in Hydropower Station

Li, Bailin; Li, Chaoshun; Cui, Xiaopeng; Lai, Xinjie; Ren, Jie; He, Qiang

doi:10.1109/access.2020.2979247

Cited by 17 publications

(7 citation statements)

References 46 publications

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“…Due to the complexity of a large amount of data, it is difficult to avoid the disadvantage of slow algorithm convergence, which reduces the efficiency of computer data processing. In order to solve the shortcomings of traditional algorithms, a fast information retrieval method based on a chaotic genetic algorithm is proposed [17].…”

Section: Fast Web Portal Information Retrieval Methods Based On a Cha...mentioning

confidence: 99%

Fast Retrieval Method of Portal Information Based on a Chaotic Genetic Algorithm

Zhao

Tai

2022

Mathematical Problems in Engineering

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The traditional retrieval method cannot respond to the influence of the change in the portal website’s information characteristics, resulting in low efficiency. In this regard, a fast information retrieval method based on a chaotic genetic algorithm is proposed. According to the relevant theory of association rules, the correlation between information data of dynamic portal websites is calculated; different portal website information is retrieved based on the Markov model output; a chaotic genetic algorithm is used to fuse different portal website information. The information data constructs a decision tree for rapid retrieval of portal information, uses the vector form to express the characteristics of portal information, and finally realizes the rapid retrieval of portal information. The experimental results show that the designed method takes up to 15 ms when the sample complexity is high, which shows that the designed method has high efficiency and is of great significance in practical applications.

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Section: Fast Web Portal Information Retrieval Methods Based On a Cha...mentioning

confidence: 99%

Fast Retrieval Method of Portal Information Based on a Chaotic Genetic Algorithm

Zhao

Tai

2022

Mathematical Problems in Engineering

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“…Each role is granted group access permissions within the system. There may be constraint relationships between operations during collaborative training, where one operation cannot be performed until another is completed, similar to the disassembly sequence of complex equipment [26,29]. However, there is limited research considering both role access and operation sequence simultaneously.…”

Section: Multiuser and Multirole Collaborative Interaction Managementmentioning

confidence: 99%

Research on an educational virtual training system for ship life‐saving appliances

Qiu,

Ren,

Wang

et al. 2024

Comp Applic In Engineering

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Life‐saving appliances (LSAs) play a crucial role in maritime emergencies, and seafarers need to undergo rigorous professional training on these appliances to ensure their competence in maritime work. However, traditional teaching and training that mainly rely on real appliances have several limitations. To address these limitations, we have developed a virtual training system that enables multiperson collaborative operation. To guarantee the system's scalability and versatility, the system framework is designed to be modular. In the networking function section, we establish a network architecture and apply state synchronization mechanisms to ensure consistent scenarios across multiusers. Additionally, we propose an interaction management model and an evaluation model for collaborative training and evaluation. Two collaborative training modes are designed to enhance the flexibility of the system. To evaluate the effectiveness of our system, we select 72 trainees to participate in a training and evaluation experiment. The evaluation model is validated by comparing it with expert evaluations. The results show that trainees can gain a better understanding of their roles and responsibilities and accurately remember the collaborative operation sequence. The training effect is positive, indicating that our system can effectively facilitate the teaching and training of LSAs.

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“…System software configuration as shown in table 1. The management and control system based on big data has opened up the communication channel between headquarters and network provincial data [8] . SOA architecture includes five modules: basic module, prevention module, supervision module, remediation module and target module.…”

Section: Optimization Of System Software Function Structurementioning

confidence: 99%

Remote fault management and control system of hydropower station based on 5G inspection robot

Lin¹,

Zhang²,

Fang³

et al. 2022

International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022)

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In order to more quickly and accurately identify and repair the remote fault of hydropower station, aiming at the poor effect of remote fault management and control of hydropower station, a design method of hydropower station remote fault management and control system based on 5G inspection robot is proposed, the system hardware configuration is optimized, and the system software function and operation process are improved, In order to achieve the design goal of hydropower station remote fault management and control system. Finally, experiments show that the remote fault management and control system of hydropower station based on 5G inspection robot has high practicability and accuracy in the process of practical application, and fully meets the research requirements.

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A Disassembly Sequence Planning Method With Team-Based Genetic Algorithm for Equipment Maintenance in Hydropower Station

Cited by 17 publications

References 46 publications

Fast Retrieval Method of Portal Information Based on a Chaotic Genetic Algorithm

Fast Retrieval Method of Portal Information Based on a Chaotic Genetic Algorithm

Research on an educational virtual training system for ship life‐saving appliances

Remote fault management and control system of hydropower station based on 5G inspection robot

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