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检索条件"任意字段=8th International Workshop on Control Engineering and Advanced Algorithms, IWCEAA 2024"

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2024 8th international workshop on control engineering and advanced algorithms, iwceaa 2024

2024 8th International Workshop on Control Engineering and A...

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8th international workshop on control engineering and advanced algorithms, iwceaa 2024

ISBN: (纸本)9798331528881

the proceedings contain 31 papers. the topics discussed include: swish function based LMS algorithm with variable step size;research on the comprehensive performance evaluation method of genetic algorithm based on Euclidean distance minimization;optimization design of regional coverage remote sensing constellation based on improved particle swarm optimization algorithm;a domain-level transformation scenario classification algorithm based on multilevel feature representation;research of continuous thermoplastic coating equipment based on virtual simulation;and the mode of speed control and safety discussion of the permanent magnet synchronous elevator based on fuzzy logic control.

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Research Status and Application of Acceleration and Deceleration control algorithms 14th

Research Status and Application of Acceleration and Decelera...

引用

14th international workshop of advanced Manufacturing and Automation, IWAMA 2024

作者： Fangkeng, Xiang Zhiwei, Luo School of Mechanical and Automotive Engineering Xiamen University of Technology Xiamen361024 China

ISBN: (纸本)9789819626243

the basic principle, classification and application scenarios of acceleration and deceleration control algorithms are briefly described. the article mainly introduces several kinds of acceleration and deceleration control algorithms with more applications, analyzes the research status of acceleration and deceleration control algorithms at home and abroad, and gives examples of acceleration and deceleration control algorithms application scenarios. the importance of motion control is introduced by using the research and development equipment of the group, and finally the paper is summarized and outlook. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Deceleration

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10th international workshop on Big Data Management and Service, BDMS 2024, 9th international workshop on Big Data Quality Management, BDQM 2024, DASFAA 2024 workshop on Emerging Results in Data Science and engineering, ERDSE 2024 and 8th international workshop on Graph Data Management and Analysis, GDMA 2024 held in conjunction with 29th international Conference on Database Systems for advanced Applications, DASFAA 2024

10th International Workshop on Big Data Management and Servi...

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10th international workshop on Big Data Management and Service, BDMS 2024, 9th international workshop on Big Data Quality Management, BDQM 2024, DASFAA 2024 workshop on Emerging Results in Data Science and engineering, ERDSE 2024 and 8th international workshop on Graph Data Management and Analysis, GDMA 2024 held in conjunction with 29th international Conference on Database Systems for advanced Applications, DASFAA 2024

ISBN: (纸本)9789819609130

the proceedings contain 26 papers. the special focus in this conference is on Big Data Management and Service. the topics include: FAIth: A Fast, Accurate, and Lightweight Database-Agnostic Learned Cost Model;fast Approximate Temporal Butterfly Counting on Bipartite Graphs via Edge Sampling;Financial-ICS: Identifying Peer Firms via LongBERT from 10K Reports;establishing a Decentralized Diamond Quality Management System: Advancing Towards Global Standardization;co-estimation of Data Types and their Positional Distribution;Enhancing Load Forecasting with VAE-GAN-Based Data Cleaning for Electric Vehicle Charging Loads;audio-Guided Visual Knowledge Representation;boundary Point Detection Combining Gravity and Outlier Detection Methods;A Meta-learning Approach for Category-Aware Sequential Recommendation on POIs;automatic Post-editing of Speech Recognition System Output Using Large Language Models;comparative Analysis with Multiple Large-Scale Language Models for Automatic Generation of Funny Dialogues;effectiveness of the Programmed Visual Contents Comparison Method for Two Phase Collaborative Learning in Computer Programming Education: A Case Study;generating Achievement Relationship Graph Between Actions for Alternative Solution Recommendation;generating News Headline Containing Specific Person Name;Investigating Evidence in Sentence Similarity Using MASK in BERT;acceleration of Synopsis Construction for Bounded Approximate Query Processing;Query Expansion in Food Review Search with Synonymous Phrase Generation by LLM;Question Answer Summary Generation from Unstructured Texts by Using LLMs;Real Estate Information Exploration in VR with LoD control by Physical Distance;voices of Asynchronous Learning Students: Revealing Learning Characteristics through Vocabulary Analysis of Notes Tagged in Videos;review Search Interface Based on Search Result Summarization Using Large Language Model;yes-No Flowchart Generation for Interactive Exploration of Personalized Health Improve

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Grid-Based Decompositions for Spatial Data Under Local Differential Privacy 19th

Grid-Based Decompositions for Spatial Data Under Local Diff...

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19th international workshop on Data Privacy Management, DPM 2024, 8th international workshop on Cryptocurrencies and Blockchain Technology, CBT 2024 and 10th workshop on the Security of Industrial control Systems and of Cyber-Physical Systems, CyberICPS 2024 which were held in conjunction with the 29th European Symposium on Research in Computer Security, ESORICS 2024

作者： Balioglu, Berkay Kemal Khodaie, Alireza Taweel, Ameer Gursoy, M.Emre Department of Computer Engineering Koç University Istanbul Turkey

ISBN: (纸本)9783031823480

Local differential privacy (LDP) has recently emerged as a popular privacy standard. With the growing popularity of LDP, recent works have applied LDP to spatial data, and grid-based decompositions have been a common building block in DP and LDP. In this paper, we study three grid-based decomposition methods for spatial data under LDP: Uniform Grid (UG), PrivAG, and AAG. UG is a static approach that consists of equal-sized cells. To enable data-dependent decomposition, PrivAG was proposed by Yang et al. (2022). To advance the state-of-the-art in adaptive grids, this paper proposes the advanced Adaptive Grid (AAG) method. For each grid cell, following the intuition that the cell’s intra-cell density distribution will be affected by its neighbors, AAG performs uneven cell divisions depending on the neighboring cells’ densities. We experimentally compare UG, PrivAG, and AAG using three real-world location datasets, varying privacy budgets, and query sizes. Results show that AAG provides higher utility than PrivAG, demonstrating the superiority of our proposed approach. Furthermore, when the grid size is chosen optimally in UG, AAG still beats UG for small queries, but UG beats AAG for large (coarse-grained) queries. © the Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Differential privacy

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Sensorless control of PMSM Based on Improved Adaptive MRAS 8th

Sensorless Control of PMSM Based on Improved Adaptive MRAS

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8th international Conference on Life System Modeling and Simulation, LSMS 2024 and 8th international Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2024

作者： Chen, Xinqiang Yang, Jia Wei, Lisheng Lu, Huacai Anhui Key Laboratory of Electric Drive and Control Wuhu China School of Electrical Engineering Anhui Polytechnic University Wuhu China

ISBN: (纸本)9789819602933

To enhance the robustness and minimize the discrepancies between the estimated and actual values of speed and position in conventional Model Reference Adaptive System (MRAS) observers for Permanent Magnet Synchronous Motor (PMSM) control, this study introduces an advanced MRAS algorithm. To address the inherent limitations of the Proportional-Integral (PI) structure in the speed adaptive rate of conventional Model Reference Adaptive Systems (MRAS), which often lead to reduced accuracy in speed identification and compromised robustness, this study proposes an innovative approach. Specifically, the PI structure of the speed adaptive law is replaced with a sliding mode variable structure. Recognizing that the sliding mode variable structure may induce chattering, this paper introduces a super-twisting sliding mode algorithm derived from higher-order sliding mode algorithms to replace the PI structure in the MRAS speed adaptive law. Furthermore, an adaptive coefficient is incorporated into the integral term to enhance the precision of motor speed identification and mitigate chattering effects. the efficacy of this approach is demonstrated through experimental simulations conducted in MATLAB/SIMULINK, which reveal a significant reduction in estimation errors during the observer’s identification of motor parameters, thereby improving the response speed of the identification process. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Permanent magnets

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Enhancing Flexible Job Shop Scheduling through Competitive Domain Genetic Algorithm: Achieving Optimal Solutions 8th

Enhancing Flexible Job Shop Scheduling Through Competitive D...

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8th international Conference on Life System Modeling and Simulation, LSMS 2024 and 8th international Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2024

作者： He, Yong Zhou, Wenkang Huang, Yu Wei, Min Yang, Zhile Guo, Yuanjun China Construction Third Engineering Bureau Group Co. Ltd. Wuhan430075 China Shenzhen Institute of Advanced Technology Chinese Academy of Sciences ShenZhen518055 China China Nuclear Industry Maintenance CO. LTD. Shenzhen Branch Shenzhen China

ISBN: (纸本)9789819602933

In contemporary manufacturing systems, the extension of the traditional job-shop scheduling problem (JSP) to the flexible job-shop scheduling problem (FJSP) is of significant importance. FJSP introduces more complexities compared to the traditional JSP by allowing each operation the flexibility to be executed on any of the machines from a designated group, and is acknowledged as NP-hard. In order to effectively solve FJSP and minimize the maximum completion time, a new method called Competitive domain Genetic Algorithm (CNGA) is proposed. CNGA merges the broad-reaching search features of genetic algorithms (GA) with the focused search strengths of domain search, enhanced by a competitive mechanism, to effectively balance exploration and exploitation. CNGA’s design includes efficient coding strategies, innovative genetic operators, and dynamic neighborhood structures that are specifically tailored to address the complexity and needs of FJSPS. the algorithm introduces a competition mechanism to enhance the diversity and quality of solutions. through this mechanism, multiple solution candidates can compete with each other in the iterative process, so as to improve the possibility of finding the global optimal solution. To verify the performance of CNGA, this study tested the algorithm using two well-known FJSP benchmark examples, including 16 open questions, and compared it with some algorithms. the results show that CNGA is excellent in solving FJSP problems, and its superiority is better in solving quality, which provides a new solution for complex scheduling problems in manufacturing field. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Job shop scheduling

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the Mode of Speed control and Safety Discussion of the Permanent Magnet Cynchronous Elevator Based on Fuzzy Logic control 8

The Mode of Speed Control and Safety Discussion of the Perma...

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8th international workshop on control engineering and advanced algorithms, iwceaa 2024

作者： Xue, Zhaoling Shanghai Institute of Special Equipment Inspection and Technical Research Shanghai China

ISBN: (纸本)9798331528881

the control mode of permanent magnet synchronous motor commonly used in traction elevator is analyzed, and the mathematical model of permanent magnet synchronous motor is introduced to obtain the relationship between motor torque and current parameter change. then, combined with the fuzzy logic control principle, the fuzzy logic control mode of the permanent magnet synchronous motor used in the elevator is analyzed, the effect of the fuzzy logic control system is analyzed, and its impact on the safety performance of the elevator is discussed. © 2024 IEEE.

关键词： Elevators

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Research on the Comprehensive Performance Evaluation Method of Genetic Algorithm Based on Euclidean Distance Minimization 8

Research on the Comprehensive Performance Evaluation Method ...

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8th international workshop on control engineering and advanced algorithms, iwceaa 2024

作者： Gao, Donglin Qin, Honglei Li, Fuhe School of Electronics and Information Engineering Bei Hang University China Ship Research and Development Academe Beijing China School of Electronics and Information Engineering Bei Hang University Beijing China China Ship Research and Development Academe Beijing China

ISBN: (纸本)9798331528881

In order to solve the problem of selecting optimal control parameters for various genetic operators in genetic algorithms, this article propose a comprehensive performance evaluation function based on minimizing Euclidean distance in three-dimensional space, Quantitatively evaluate the performance of algorithms with different control parameters by using comprehensive optimization instead of one or two aspects of optimization. the correctness of this method was verified through experiments of directly selecting proportional parameters through selection operators and determining the probability of crossover operators. © 2024 IEEE.

关键词： Optimization algorithms

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Adaptive Sliding Mode Trajectory Tracking control of Mobile Robots 8

Adaptive Sliding Mode Trajectory Tracking Control of Mobile ...

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8th international workshop on control engineering and advanced algorithms, iwceaa 2024

作者： Wu, Tao Cai, Muxia Miao, Xiaodong College of Mechanical and Power Engineering Nanjing Tech University Nanjing China

ISBN: (纸本)9798331528881

To enhance the stability of mobile manipulators in tracking dynamic noncooperative targets within complex environments, this paper proposes an adaptive sliding mode control method. First, considering the characteristics of system nonlinearity, strong coupling effects, and gravitational influences, a dynamic model of the mobile manipulator is established using Lagrange's equations. Next, addressing the significant impact of the coupling between the chassis and the manipulator on system control and motion accuracy, an adaptive sliding mode dynamic programming trajectory tracking control strategy is designed to improve the system's balance and stability. Finally, through simulations conducted using Matlab in conjunction with the Virtual Robot Experimentation Platform (VREP), the effectiveness of the proposed control method is validated under various operating conditions. © 2024 IEEE.

关键词： Sliding mode control

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Chaotic Motion control Strategy for Gear System Based on RNN 8

Chaotic Motion Control Strategy for Gear System Based on RNN

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8th international workshop on control engineering and advanced algorithms, iwceaa 2024

作者： Wei, Xiaojuan Li, Xiaoqi Li, Ningzhou Qiu, Sixuan School of Railway Transportation Shanghai Institute of Technology Shanghai China

ISBN: (纸本)9798331528881

To address the chaotic motion control problem in a single-degree-of-freedom gear system, a chaotic control method based on an external driving force controlled by a Recurrent Neural Network (RNN), optimized using the Harris Hawks Optimization (HHO) algorithm, is proposed. First, the relationship and characteristics between chaotic motion and variations in external driving forces are analyzed by bifurcation diagrams, Poincaré sections, and phase portraits, which reveal the evolution from bifurcation to chaos in the system. the temporal characteristics of the external driving force control method are explored. Acoording to this, the RNN-based chaotic controller was designed. Finally, a multi-objective optimization fitness function (MOFF) is constructed to guide the HHO algorithm optimizing the controller parameters. Simulation results demonstrate the effectiveness of the proposed control method. © 2024 IEEE.

关键词： Degrees of freedom (mechanics)

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