Start-up phase plasma discharge design of a tokamak via control parameterization method
The tokamak start-up is a very important phase during the process to obtain a suitable equalizing plasma, and its governing model can be described as a set of nonlinear ordinary differential equations(ODEs). In this paper, we first estimate the parameters in the original model and set up an accurate...
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| Published in | Chinese physics B Vol. 24; no. 3; pp. 248 - 254 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
01.03.2015
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1674-1056 2058-3834 1741-4199 |
| DOI | 10.1088/1674-1056/24/3/035202 |
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| Abstract | The tokamak start-up is a very important phase during the process to obtain a suitable equalizing plasma, and its governing model can be described as a set of nonlinear ordinary differential equations(ODEs). In this paper, we first estimate the parameters in the original model and set up an accurate model to express how the variables change during the start-up phase, especially how the plasma current changes with respect to time and the loop voltage. Then, we apply the control parameterization method to obtain an approximate optimal parameters selection problem for the loop voltage design to achieve a desired plasma current target. Computational optimal control techniques such as the variational method and the costate method are employed to solve the problem, respectively. Finally, numerical simulations are performed and the results obtained via different methods are compared. Our numerical parameterization method and optimization procedure turn out to be effective. |
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| AbstractList | The tokamak start-up is a very important phase during the process to obtain a suitable equalizing plasma, and its governing model can be described as a set of nonlinear ordinary differential equations (ODEs). In this paper, we first estimate the parameters in the original model and set up an accurate model to express how the variables change during the start-up phase, especially how the plasma current changes with respect to time and the loop voltage. Then, we apply the control parameterization method to obtain an approximate optimal parameters selection problem for the loop voltage design to achieve a desired plasma current target. Computational optimal control techniques such as the variational method and the costate method are employed to solve the problem, respectively. Finally, numerical simulations are performed and the results obtained via different methods are compared. Our numerical parameterization method and optimization procedure turn out to be effective. The tokamak start-up is a very important phase during the process to obtain a suitable equalizing plasma, and its governing model can be described as a set of nonlinear ordinary differential equations(ODEs). In this paper, we first estimate the parameters in the original model and set up an accurate model to express how the variables change during the start-up phase, especially how the plasma current changes with respect to time and the loop voltage. Then, we apply the control parameterization method to obtain an approximate optimal parameters selection problem for the loop voltage design to achieve a desired plasma current target. Computational optimal control techniques such as the variational method and the costate method are employed to solve the problem, respectively. Finally, numerical simulations are performed and the results obtained via different methods are compared. Our numerical parameterization method and optimization procedure turn out to be effective. |
| Author | 郭珊 许珂 许超 任志刚 肖炳甲 |
| AuthorAffiliation | Department of Mathematics, Zhejiang University, Hangzhou 310027, China State Key Laboratory of Industrial Control Technology and Institute of Cyber-Systems & Control, Zhejiang University, Hangzhou 310027, China Institute of Plasma Physics, Chinese Academy of Sciences, Hefei 230031, China |
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| Cites_doi | 10.1007/s40305-013-0021-z 10.1088/0029-5515/47/6/E01 10.1016/j.automatica.2008.04.011 10.1080/10519990701450616 10.13182/FST10-A9268 10.1109/TPS.2009.2037626 10.1007/PL00011391 10.1088/0029-5515/11/6/005 10.1088/0029-5515/16/1/004 10.1088/0741-3335/38/9/007 10.1109/MCS.2006.1615271 |
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| DocumentTitleAlternate | Start-up phase plasma discharge design of a tokamak via control parameterization method |
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| Notes | tokamak,start-up,optimal control,variational method Guo Shan, Xu Ke, Xu Chao, Ren Zhi-Gang, and Xiao Bing-Jia( a) Department of Mathematics, Zhejiang University, Hangzhou 310027, China; b) State Key Laboratory of Industrial Control Technology and Institute of Cyber-Systems & Control, Zhejiang University, Hangzhou 310027, China;c) Institute of Plasma Physics, Chinese Academy of Sciences, Hefei 230031, China 11-5639/O4 The tokamak start-up is a very important phase during the process to obtain a suitable equalizing plasma, and its governing model can be described as a set of nonlinear ordinary differential equations(ODEs). In this paper, we first estimate the parameters in the original model and set up an accurate model to express how the variables change during the start-up phase, especially how the plasma current changes with respect to time and the loop voltage. Then, we apply the control parameterization method to obtain an approximate optimal parameters selection problem for the loop voltage design to achieve a desired plasma current target. Computational optimal control techniques such as the variational method and the costate method are employed to solve the problem, respectively. Finally, numerical simulations are performed and the results obtained via different methods are compared. Our numerical parameterization method and optimization procedure turn out to be effective. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
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| References | Lloyd B (7) 1996; 38 12 14 Papoular R (5) 1976; 16 16 Teo K L (11) 1991 Azizov E A (8) 2003; 1 Yu X (13) 2014; 23 Nocedal J (15) 2006 1 Mukhovatov V S (2) 1971; 11 3 Ikeda K (6) 2007; 47 Knoepful H (4) 1985 Leuer J A (10) 2010; 57 9 |
| References_xml | – ident: 12 doi: 10.1007/s40305-013-0021-z – start-page: 7 year: 1985 ident: 4 publication-title: Tokamak Start-up: Problems and Scenarios Related to the Transient Phases of a Thermonuclear Fusion Reactor – volume: 23 issn: 1674-1056 year: 2014 ident: 13 publication-title: Chin. Phys. B – start-page: 99 year: 1991 ident: 11 publication-title: A Unified Computational Approach to Optimal Control Problems – volume: 47 issn: 0029-5515 year: 2007 ident: 6 publication-title: Nucl. Fusion doi: 10.1088/0029-5515/47/6/E01 – ident: 16 doi: 10.1016/j.automatica.2008.04.011 – ident: 9 doi: 10.1080/10519990701450616 – volume: 57 start-page: 48 issn: 1536-1055 year: 2010 ident: 10 publication-title: Fusion Science and Technology doi: 10.13182/FST10-A9268 – start-page: 526 year: 2006 ident: 15 publication-title: Numerical Optimization – ident: 3 doi: 10.1109/TPS.2009.2037626 – ident: 14 doi: 10.1007/PL00011391 – volume: 11 start-page: 605 issn: 0029-5515 year: 1971 ident: 2 publication-title: Nucl. Fusion doi: 10.1088/0029-5515/11/6/005 – volume: 16 start-page: 37 issn: 0029-5515 year: 1976 ident: 5 publication-title: Nucl. Fusion doi: 10.1088/0029-5515/16/1/004 – volume: 38 start-page: 1627 issn: 0741-3335 year: 1996 ident: 7 publication-title: Plasma Phys. Control. Fusion doi: 10.1088/0741-3335/38/9/007 – ident: 1 doi: 10.1109/MCS.2006.1615271 – volume: 1 start-page: 49 issn: 1682-9344 year: 2003 ident: 8 publication-title: Problems of Atomic Science and Technology. Series: Plasma Physics |
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| SubjectTerms | Electric potential Mathematical models Optimization Parametrization Plasma (physics) Plasma currents Tokamak devices Variational methods Voltage 参数化方法 常微分方程 托卡马克 控制参数 数值模拟 电设计 等离子体电流 非线性微分方程 |
| Title | Start-up phase plasma discharge design of a tokamak via control parameterization method |
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