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Concepts and challenges in the design of a tokamak plasma control system. ITER PCS for First Plasma and beyond

Concepts and challenges in the design of a tokamak plasma co...

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ieee conference on control technology and applications (CCTA)

作者： Zabeo, L. de Vries, P. C. Snipes, J. A. Ravensbergen, T. Gribov, Y. Raupp, G. Treutterer, W. Pironti, A. de Tommasi, G. Cinque, M. Mattei, M. Humphreys, D. Walker, M. Rimini, F. Moreau, P. Nouailletas, R. ITER Org F-13067 St Paul Les Durance France EURATOM Max Planck Inst Plasma Phys Garching Germany Univ Napoli Federico II CREATE Naples Italy Gen Atom San Diego San Diego CA USA Culham Ctr Fusion Energy Culham Sci Ctr Abingdon Oxon England CEA IRFM St Paul Les Durance France

ISBN: (数字)9781665473385

ISBN: (纸本)9781665473385

Electricity production through the control of nuclear fusion reactions is a promising option to meet the increasing demand for clean energy sources. The magnetically confined approach based on the tokamak is presently investigated through the international ITER project. ITER is the largest fusion development project aimed at demonstrating the capability of generating 500MW of fusion power with an input of 50MW (Q=10) for long durations (> 5 min) by controlling fusion reactions. The project requires a multidisciplinary development approach from materials to cooling system and, of course, control. The high temperature plasmas generated in a tokamak require continuous control to guarantee the achievement and sustainment of the required performance to demonstrate a high fusion energy gain. This requires an integrated set of controls with multiple inputs and multiple outputs, sharing the available actuators supported by an effective system to avoid, where possible, conditions that could ultimately, compromise the integrity of the device. This role is in the scope of the Plasma control System (PCS). A lot of experience has been already gained from present fusion devices, but the scale of ITER and future reactors requires further developments in the field. The control in ITER is similar to other devices, but more complexity is required by the new physics to be explored in ITER scenarios, the robustness against larger loads (e.g. high neutron flux rate) and the systematic application of multiple controls sharing resources or by narrow operational spaces/proximity to instability boundaries associated with high Q operation. Moreover, the design of the PCS requires a model-based approach, considering that the machine for which it is designed is under construction. On the other hand, while the control schemes will be validated through simulations ahead of operation, the PCS will only be fully tested and commissioned through ITER operation itself. In this paper, an overview of a

关键词： Performance evaluation Systematics Production Fusion reactors Tokamak devices Robustness Plasmas

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The Practice of Using a SoftPLC to control the Electromechanical Units of a Training Turning Machine

The Practice of Using a SoftPLC to Control the Electromechan...

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2023 International conference on Industrial Engineering, applications and Manufacturing, ICIEAM 2023

作者： Martinov, Georgi Nikishechkin, Petr A. Moscow State University of Technology Stankin Department of Computer-Architecture Control Systems Moscow Russia

ISBN: (纸本)9781665475952

The process of developing a PLC program for controlling the electromechanical units of modern machine tools with computer numerical control (CNC) has been formalized. The architecture of a two-computer CNC system with an integrated SoftPLC is given and the specifics of using the touch operator panel and virtual machine panel are considered. A set of libraries developed in the FBD (Functional Block Diagram) language for controlling the electrical automation units of a turning machine is proposed. An example of controlling the electric automation of a training lathe via the high-speed EtherCAT field bus using relatively inexpensive third-party solutions for servo drives and I/O modules that provide the required accuracy and speed is given. © 2023 ieee.

关键词： Lathes

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EV Charging Load Forecasting Method Considering Time-of-Use Price and Meteorological Factors 7

EV Charging Load Forecasting Method Considering Time-of-Use ...

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7th International conference on Power and Energy applications, ICPEA 2024

作者： Li, Guangxiao Yang, Yilu Wang, Chunyi Xu, Ziyu Wang, Yue Liu, Yutian State Grid Jining Power Supply Company Development Planning Department Jining China State Grid Shandong Electric Power Company Development Planning Department Jinan China Key Laboratory of Power System Intelligent Dispatch and Control Ministry of Education Shandong University Jinan China

ISBN: (纸本)9798350356113

The randomness of load fluctuations at electric vehicle (EV) charging stations presents a significant challenge for the accurate load forecasting. Considering time-of-use (TOU) price and meteorological factors, EV charging load forecasting method for EV charging station is proposed. First, the factors affecting charging load are analyzed using the Pearson correlation coefficient and the maximum information coefficient (MIC). Key factors such as TOU price, temperature, weekday type, and recent historical load data are determined. Next, convolutional neural network (CNN) is used to extract important features and capture complex nonlinear relationships from key factors. Finally, the extracted features are processed by gated recurrent unit (GRU) network to forecast charging load at different time scales. Case study is conducted using load data from EV charging station with a capacity of 1800 kW. The results demonstrate that the CNN-GRU model significantly improves forecasting accuracy at 4h, 24h, 72h, and 168h forecasting lengths compared to other models. © 2024 ieee.

关键词： Charging stations

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A Registration and Fusion Method of 3D Cross-source Point Cloud Data for Modeling Accurate Models of Small Celestial Bodies

A Registration and Fusion Method of 3D Cross-source Point Cl...

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2024 ieee International conference on Robotics and Biomimetics, ROBIO 2024

作者： He, Xuan Zhao, Qingjie Lv, Xingchen Wang, Lei Liu, Wangwang School of Computer Science and Technology Beijing Institute of Technology Beijing100081 China Beijing Institute of Control Engineering Beijing100190 China

ISBN: (纸本)9781665481090

High-precision three-dimensional models of small celestial bodies are important for deep space exploration tasks. The homologous point cloud obtained from a single sensor has limitations in terms of accuracy and density. For example, the point cloud obtained by RGB camera has rich information and high density, but low precision. The point cloud obtained by laser scanning has high precision but low density. Therefore, we hope to register and fuse the point clouds obtained from different sensors, synthesize the advantages of cross-source point clouds obtained from different source domains, and improve the density, accuracy and other aspects of small celestial point clouds. To solve the common problems of cross-source point clouds, we adopt an end-to-end feature measurement point cloud registration framework, which does not need to search the corresponding points between two point clouds, and reduces the difficulty of processing cross-source point cloud data. Aiming at the problem that some stray points on the registered point cloud surface affect the accuracy of the point cloud, a point cloud fusion optimization method based on Euclidean distance is proposed. The stray points around the point cloud are removed to reduce the loss of normal points. The accuracy of point cloud is improved by the fusion after registration. Experiments show that the proposed method can effectively improve the density and accuracy of small celestial body models. © 2024 ieee.

关键词： Laser applications

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Transformation from 5G N/W to 6G N/W Through technology Inclusion 4

Transformation from 5G N/W to 6G N/W Through Technology Incl...

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4th ieee International conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2024

作者： Vaish, Rohit Earshia, V. Diana Jeba Paulin, M. Al-Jawahry, Hassan M. Maheshwari, B. Mohanraj, T. Ies College of Technology Department of Electronics & Communication Engineering M. P Bhopal India Chennai TamilNadu Avadi India Nehru Institute of Technology Department of Electronics and Communication Engineering Tamil Nadu T.M.Palayam India The Islamic University College of Technical Engineering Department of Computers Techniques Engineering Najaf Iraq Prince Shri Venkateshwara Padmavathy Engineering College Department of Electronics and Communication Engineering TN India Karpagam Academy of Higher Education Department of Computer Science Engineering TN Coimbatore India

ISBN: (纸本)9798350360165

For us, figuring out where we are or where our resources are has always been important. While technology has greatly benefited this quest, real-time interior locating remains a daunting problem, from conventional instruments like sextants to contemporary outside GPS devices. With the introduction of 5G mobile networks, network-based location became a practical option. With the help of sophisticated radio technologies, decreased end-to-end latency, specialist control protocols, and increased processing power at the network edge, 5G's full promise for indoor and outdoor placement could now be realized. This study provides a thorough introduction to network-based positioning, examining advanced machine-learning-supported solutions as well as underlying ideas. A detailed comparison of learning methods used in network-based positioning is a significant addition. The article provides a forward-looking strategy to positioning using these advanced networks, as we expect the progression to 6G networks. Various application examples from different sectors are offered to highlight the topic's practical ramifications, with a focus on industrial industry vehicular applications. The goal of the material is to be both insightful and educational, serving as a useful tool for comprehending and managing the rapidly changing field of location-based technology. © 2024 ieee.

关键词： 5G mobile communication systems

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Electromagnetic Performance and Vibration Analysis of a Special-shaped External-rotor Machine 18

Electromagnetic Performance and Vibration Analysis of a Spec...

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18th ieee conference on Industrial Electronics and applications, ICIEA 2023

作者： Dong, Ziwei Yan, Liang Lu, Zhang Beihang University School of Automation Science and Electrical Engineering Beijing100191 China Beihang University Science and Technology on Aircraft Control Laboratory Beijing100191 China Tianmushan Laboratory Xixi Octagon City Yuhang District Hangzhou310023 China Beihang University Ningbo Institute of Technology Ningbo315800 China Zhejiang University State Key Laboratory of Fluid Power and Mechatronic Systems Hangzhou China

ISBN: (纸本)9798350312201

Permanent magnet synchronous machines have advantages such as small size, light weight, high efficiency, etc. It is more and more widely used in robots, electromagnetic propulsion, electric vehicles and so on. High power density and high torque density are urgent need for those applications. The electromagnetic design of machines mostly adopt multi-pole magnet patterns to reduce the stator yoke size. It helps to decrease the mass of the machine with the same power and improve the torque density. As the number of poles grows larger, the frequency and the core loss of per unit volume will also increase with the same speed, which can aggravate the heat problem of the machine. It is easy to generate the low-order vibration with high flux density. Therefore, the performance of a special-shaped external-rotor machine and comparisons with the traditional machine are analyzed in this paper. Numerical simulation is conduced to validated that the special-shaped magnet pattern can reduce the torque ripple, improve the torque output and power density. From the two-dimensional Fourier analysis of the radial electromagnetic force, it is found that the low-order amplitude of the special-shaped machine is greatly reduced, so the vibration can be avoided. Subsequently, the vibration simulation is carried out to indicate that the magnet pattern can satisfy low level in vibration and noise of the machine. © 2023 ieee.

关键词： Vibration analysis

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applications of Artificial Intelligence and Machine Learning in Contemporary Quality Engineering 7

Applications of Artificial Intelligence and Machine Learning...

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2023 7th International conference On Computing, Communication, control And Automation, ICCUBEA 2023

作者： Pradeep, Aneesh New Uzbekistan University Software Engineering Tashkent Uzbekistan

ISBN: (纸本)9798350304268

The increasing complexity and global competition in various industries have compelled organizations to prioritize quality engineering as a critical factor for success. In recent years, Artificial Intelligence (AI) and Machine Learning (ML) have emerged as transformative technologies with the potential to revolutionize quality engineering practices. This paper explores the applications of artificial intelligence (AI) and machine learning (ML) in contemporary quality engineering. With the rapid growth of technology and increased demand for quality products, there is a need for efficient and effective methods for quality control. AI and ML provide innovative solutions for improving quality engineering processes' accuracy, speed, and *** discuss the role of AI and ML in data analysis and decision-making processes, enabling quality engineers to identify patterns, anomalies, and correlations within vast datasets. These techniques empower organizations to make data-driven decisions, optimize processes, and detect potential quality issues in realtime. The limitations and difficulties of these technologies are discussed, along with potential future lines of investigation. The research presented in this paper suggests that AI and ML hold great promise for revolutionizing quality engineering and raising standards across the board for goods and services. © 2023 ieee.

关键词： artificial Intelligence machine Learning predictive maintenance process optimization quality engineering

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Self-Sovereign Identity as a Service: Architecture in Practice 46

Self-Sovereign Identity as a Service: Architecture in Practi...

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46th Annual ieee-Computer-Society International Computers, Software, and applications conference (COMPSAC) - Computers, Software, and applications in an Uncertain World

作者： Ding, Yepeng Sato, Hiroyuki Univ Tokyo Tokyo Japan

ISBN: (纸本)9781665488105

Self-sovereign identity (SSI) has gained a large amount of interest. It enables physical entities to retain ownership and control of their digital identities, forming a conceptually decentralized architecture. With the support of distributed ledger technology (DLT), it is possible to implement this conceptually decentralized architecture in practice and further bring technical advantages such as privacy protection, security enhancement, and high availability. However, developing such a relatively new identity model has high costs and risks with uncertainty. To facilitate the use of the DLT-based SSI in practice, we formulate Self-Sovereign Identity as a Service (SSIaaS), a concept that enables a system, especially a system cluster, to readily adopt SSI as its identity model for identification, authentication, and authorization. We propose a practical architecture by elaborating the service concept, SSI, and DLT to implement SSIaaS platforms and SSI services. Besides, we present an architecture for constructing and customizing SSI services with a set of architectural patterns and provide corresponding evaluations. Furthermore, we demonstrate the feasibility of our proposed architecture in practice with Selfid, an SSIaaS platform based on our proposed architecture.

关键词： self-sovereign identity distributed ledger technology software engineering digital identity management blockchain architectural pattern

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Research on Logistics Cold Chain System Based on Computer 3D Intelligent Electrical Remote control 5

Research on Logistics Cold Chain System Based on Computer 3D...

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2023 5th International conference on Artificial Intelligence and Computer applications, ICAICA 2023

作者： Tian, Jing School of Cold Chain Logistics and Supply Chain Shandong Institute of Commerce and Technology Jinan250103 China

ISBN: (纸本)9798350323313

This paper studies and establishes a new tracking and monitoring system of cold chain logistics based on GPS. A wireless temperature and humidity sensing and monitoring network is established in refrigerated truck using Zigbee communication technology. GPS technology is used to locate the current physical space. Access data transmission network through Zigbee protocol to achieve remote monitoring. The microcontroller uses LM3S811 as the core and uses CC2420 to communicate with Zigbee. After testing, the software can work normally. Based on Zigbee wireless sensing technology and cloud computing platform, this paper establishes a tracking and monitoring system based on cold chain logistics, which includes ZigBee-based wireless sensor network, cloud-based data transmission network, terminal and remote monitoring center. This system can not only meet the real-time monitoring requirements of cold chain logistics, but also has good scalability and maintainability. This paper proposes a new cold chain logistics tracking and monitoring system based on Zigbee and cloud computing technology. It meets design requirements and can reliably load data to the cloud computing platform. © 2023 ieee.

关键词： Zigbee

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IoT-Based Spin-Coater for Thin Films Fabrication 2

IoT-Based Spin-Coater for Thin Films Fabrication

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2nd International conference on Power, Electrical, Electronics and Industrial applications, PEEIACON 2024

作者： Mahadi, M.R.H. Zaman, M.M. Hossain, M.F. Alam, M.A. Hasan, M. Arefin, H.M.Z. Rajshahi University of Engineering and Technology Dept. of Electrical and Electronic Engineering Rajshahi6204 Bangladesh

ISBN: (纸本)9798331517984

This paper outlines the development of a low-cost Internet of Things (IoT)-based spin-coater for thin film deposition. Compared to existing commercial microcontroller-based spin-coaters, the standout feature of this spin-coater is its ability to connect with the user for system control and data input via hotspot/Wi-Fi/Bluetooth and to store data for future use. This spin-coater can be operated remotely inside a glovebox for device fabrication, providing superior monitoring of the spin-coating process through smartphones or web browsers. ZnO thin films have been deposited on a glass substrate using IoT-based and commercial spin-coaters. The structural, optical, and surface morphological properties of the ZnO films can be compared for both Systems. The experimental data shows comparable transmittance and absorbance, a 3.19 eV bandgap energy, and a 23.99 nm larger crystallite structure compared to a 3.18 eV bandgap energy of 21.68 nm in the commercial spincoater. The SEM images reveal a nanofiber structure. The system is simple, lightweight, and cost-effective, eliminating the need for a vacuum pump as required by commercial systems. © 2024 ieee.

关键词： Vacuum pumps

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