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西物院ITER项目强矩阵管理模式探索与成效
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作者 周晓璐 《管理学家》 2024年第7期16-18,共3页
ITER计划是目前全球规模最大、影响最深远的国际大科学工程,由欧盟、中国、美国、日本、俄罗斯、韩国、印度等七方共35个国家参与,也是我国参与的最大的国际合作项目,我国承担任务在所有七方中完成最好,多次受到ITER总干事的表扬。文章... ITER计划是目前全球规模最大、影响最深远的国际大科学工程,由欧盟、中国、美国、日本、俄罗斯、韩国、印度等七方共35个国家参与,也是我国参与的最大的国际合作项目,我国承担任务在所有七方中完成最好,多次受到ITER总干事的表扬。文章主要针对西物院ITER项目强矩阵管理模式探索进行了总结,希望为未来参与大科学工程项目提供借鉴。 展开更多
关键词 iter计划 项目管理 管理模式
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Fault Estimation for a Class of Markov Jump Piecewise-Affine Systems: Current Feedback Based Iterative Learning Approach
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作者 Yanzheng Zhu Nuo Xu +2 位作者 Fen Wu Xinkai Chen Donghua Zhou 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第2期418-429,共12页
In this paper, the issues of stochastic stability analysis and fault estimation are investigated for a class of continuoustime Markov jump piecewise-affine(PWA) systems against actuator and sensor faults. Firstly, a n... In this paper, the issues of stochastic stability analysis and fault estimation are investigated for a class of continuoustime Markov jump piecewise-affine(PWA) systems against actuator and sensor faults. Firstly, a novel mode-dependent PWA iterative learning observer with current feedback is designed to estimate the system states and faults, simultaneously, which contains both the previous iteration information and the current feedback mechanism. The auxiliary feedback channel optimizes the response speed of the observer, therefore the estimation error would converge to zero rapidly. Then, sufficient conditions for stochastic stability with guaranteed performance are demonstrated for the estimation error system, and the equivalence relations between the system information and the estimated information can be established via iterative accumulating representation.Finally, two illustrative examples containing a class of tunnel diode circuit systems are presented to fully demonstrate the effectiveness and superiority of the proposed iterative learning observer with current feedback. 展开更多
关键词 Current feedback fault estimation iterative learning observer Markov jump piecewise-affine system
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Fast and Accurate Predictor-Corrector Methods Using Feedback-Accelerated Picard Iteration for Strongly Nonlinear Problems
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作者 Xuechuan Wang Wei He +1 位作者 Haoyang Feng Satya N.Atluri 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第5期1263-1294,共32页
Although predictor-corrector methods have been extensively applied,they might not meet the requirements of practical applications and engineering tasks,particularly when high accuracy and efficiency are necessary.A no... Although predictor-corrector methods have been extensively applied,they might not meet the requirements of practical applications and engineering tasks,particularly when high accuracy and efficiency are necessary.A novel class of correctors based on feedback-accelerated Picard iteration(FAPI)is proposed to further enhance computational performance.With optimal feedback terms that do not require inversion of matrices,significantly faster convergence speed and higher numerical accuracy are achieved by these correctors compared with their counterparts;however,the computational complexities are comparably low.These advantages enable nonlinear engineering problems to be solved quickly and accurately,even with rough initial guesses from elementary predictors.The proposed method offers flexibility,enabling the use of the generated correctors for either bulk processing of collocation nodes in a domain or successive corrections of a single node in a finite difference approach.In our method,the functional formulas of FAPI are discretized into numerical forms using the collocation approach.These collocated iteration formulas can directly solve nonlinear problems,but they may require significant computational resources because of the manipulation of high-dimensionalmatrices.To address this,the collocated iteration formulas are further converted into finite difference forms,enabling the design of lightweight predictor-corrector algorithms for real-time computation.The generality of the proposed method is illustrated by deriving new correctors for three commonly employed finite-difference approaches:the modified Euler approach,the Adams-Bashforth-Moulton approach,and the implicit Runge-Kutta approach.Subsequently,the updated approaches are tested in solving strongly nonlinear problems,including the Matthieu equation,the Duffing equation,and the low-earth-orbit tracking problem.The numerical findings confirm the computational accuracy and efficiency of the derived predictor-corrector algorithms. 展开更多
关键词 Predictor-corrector method feedback-accelerated Picard iteration nonlinear dynamical system real-time computation
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On traceable iterated line graph and hamiltonian path index
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作者 NIU Zhao-hong XIONG Li-ming YANG Wei-hua 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2024年第2期239-252,共14页
Xiong and Liu[21]gave a characterization of the graphs G for which the n-iterated line graph L^(n)(G)is hamiltonian,for n≥2.In this paper,we study the existence of a hamiltonian path in L^(n)(G),and give a characteri... Xiong and Liu[21]gave a characterization of the graphs G for which the n-iterated line graph L^(n)(G)is hamiltonian,for n≥2.In this paper,we study the existence of a hamiltonian path in L^(n)(G),and give a characterization of G for which L^(n)(G)has a hamiltonian path.As applications,we use this characterization to give several upper bounds on the hamiltonian path index of a graph. 展开更多
关键词 iterated line graph TRACEABLE hamiltonian index hamiltonian path index
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Value Iteration-Based Cooperative Adaptive Optimal Control for Multi-Player Differential Games With Incomplete Information
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作者 Yun Zhang Lulu Zhang Yunze Cai 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第3期690-697,共8页
This paper presents a novel cooperative value iteration(VI)-based adaptive dynamic programming method for multi-player differential game models with a convergence proof.The players are divided into two groups in the l... This paper presents a novel cooperative value iteration(VI)-based adaptive dynamic programming method for multi-player differential game models with a convergence proof.The players are divided into two groups in the learning process and adapt their policies sequentially.Our method removes the dependence of admissible initial policies,which is one of the main drawbacks of the PI-based frameworks.Furthermore,this algorithm enables the players to adapt their control policies without full knowledge of others’ system parameters or control laws.The efficacy of our method is illustrated by three examples. 展开更多
关键词 Adaptive dynamic programming incomplete information multi-player differential game value iteration
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Calculation of Mass Concrete Temperature Containing Cooling Water Pipe Based on Substructure and Iteration Algorithm
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作者 Heng Zhang Chao Su +2 位作者 Zhizhong Song Zhenzhong Shen Huiguang Lei 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第1期813-826,共14页
Mathematical physics equations are often utilized to describe physical phenomena in various fields of science and engineering.One such equation is the Fourier equation,which is a commonly used and effective method for... Mathematical physics equations are often utilized to describe physical phenomena in various fields of science and engineering.One such equation is the Fourier equation,which is a commonly used and effective method for evaluating the effectiveness of temperature control measures for mass concrete.One important measure for temperature control in mass concrete is the use of cooling water pipes.However,the mismatch of grids between large-scale concrete models and small-scale cooling pipe models can result in a significant waste of calculation time when using the finite element method.Moreover,the temperature of the water in the cooling pipe needs to be iteratively calculated during the thermal transfer process.The substructure method can effectively solve this problem,and it has been validated by scholars.The Abaqus/Python secondary development technology provides engineers with enough flexibility to combine the substructure method with an iteration algorithm,which enables the creation of a parametric modeling calculation for cooling water pipes.This paper proposes such a method,which involves iterating the water pipe boundary and establishing the water pipe unit substructure to numerically simulate the concrete temperature field that contains a cooling water pipe.To verify the feasibility and accuracy of the proposed method,two classic numerical examples were analyzed.The results showed that this method has good applicability in cooling pipe calculations.When the value of the iteration parameterαis 0.4,the boundary temperature of the cooling water pipes can meet the accuracy requirements after 4∼5 iterations,effectively improving the computational efficiency.Overall,this approach provides a useful tool for engineers to analyze the temperature control measures accurately and efficiently for mass concrete,such as cooling water pipes,using Abaqus/Python secondary development. 展开更多
关键词 Fourier equation cooling water pipe mass concrete iteration algorithm
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Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems
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作者 Yunfeng Hu Chong Zhang +4 位作者 Bo Wang Jing Zhao Xun Gong Jinwu Gao Hong Chen 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第2期344-361,共18页
Aiming at the tracking problem of a class of discrete nonaffine nonlinear multi-input multi-output(MIMO) repetitive systems subjected to separable and nonseparable disturbances, a novel data-driven iterative learning ... Aiming at the tracking problem of a class of discrete nonaffine nonlinear multi-input multi-output(MIMO) repetitive systems subjected to separable and nonseparable disturbances, a novel data-driven iterative learning control(ILC) scheme based on the zeroing neural networks(ZNNs) is proposed. First, the equivalent dynamic linearization data model is obtained by means of dynamic linearization technology, which exists theoretically in the iteration domain. Then, the iterative extended state observer(IESO) is developed to estimate the disturbance and the coupling between systems, and the decoupled dynamic linearization model is obtained for the purpose of controller synthesis. To solve the zero-seeking tracking problem with inherent tolerance of noise,an ILC based on noise-tolerant modified ZNN is proposed. The strict assumptions imposed on the initialization conditions of each iteration in the existing ILC methods can be absolutely removed with our method. In addition, theoretical analysis indicates that the modified ZNN can converge to the exact solution of the zero-seeking tracking problem. Finally, a generalized example and an application-oriented example are presented to verify the effectiveness and superiority of the proposed process. 展开更多
关键词 Adaptive control control system synthesis data-driven iterative learning control neurocontroller nonlinear discrete time systems
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Adaptive state-constrained/model-free iterative sliding mode control for aerial robot trajectory tracking
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作者 Chen AN Jiaxi ZHOU Kai WANG 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2024年第4期603-618,共16页
This paper develops a novel hierarchical control strategy for improving the trajectory tracking capability of aerial robots under parameter uncertainties.The hierarchical control strategy is composed of an adaptive sl... This paper develops a novel hierarchical control strategy for improving the trajectory tracking capability of aerial robots under parameter uncertainties.The hierarchical control strategy is composed of an adaptive sliding mode controller and a model-free iterative sliding mode controller(MFISMC).A position controller is designed based on adaptive sliding mode control(SMC)to safely drive the aerial robot and ensure fast state convergence under external disturbances.Additionally,the MFISMC acts as an attitude controller to estimate the unmodeled dynamics without detailed knowledge of aerial robots.Then,the adaption laws are derived with the Lyapunov theory to guarantee the asymptotic tracking of the system state.Finally,to demonstrate the performance and robustness of the proposed control strategy,numerical simulations are carried out,which are also compared with other conventional strategies,such as proportional-integralderivative(PID),backstepping(BS),and SMC.The simulation results indicate that the proposed hierarchical control strategy can fulfill zero steady-state error and achieve faster convergence compared with conventional strategies. 展开更多
关键词 aerial robot hierarchical control strategy model-free iterative sliding mode controller(MFISMC) trajectory tracking reinforcement learning
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Iterative physical optics method based on efficient occlusion judgment with bounding volume hierarchy technology
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作者 Yang Su Yu-Mao Wu Jun Hu 《Journal of Electronic Science and Technology》 EI CAS CSCD 2024年第1期1-12,共12页
This paper builds a binary tree for the target based on the bounding volume hierarchy technology,thereby achieving strict acceleration of the shadow judgment process and reducing the computational complexity from the ... This paper builds a binary tree for the target based on the bounding volume hierarchy technology,thereby achieving strict acceleration of the shadow judgment process and reducing the computational complexity from the original O(N^(3))to O(N^(2)logN).Numerical results show that the proposed method is more efficient than the traditional method.It is verified in multiple examples that the proposed method can complete the convergence of the current.Moreover,the proposed method avoids the error of judging the lit-shadow relationship based on the normal vector,which is beneficial to current iteration and convergence.Compared with the brute force method,the current method can improve the simulation efficiency by 2 orders of magnitude.The proposed method is more suitable for scattering problems in electrically large cavities and complex scenarios. 展开更多
关键词 Bounding volume hierarchy Cavity scattering iterative physical optics(IPO)
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Vibration Suppression for Active Magnetic Bearings Using Adaptive Filter with Iterative Search Algorithm
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作者 Jin-Hui Ye Dan Shi +2 位作者 Yue-Sheng Qi Jin-Hui Gao Jian-Xin Shen 《CES Transactions on Electrical Machines and Systems》 EI CSCD 2024年第1期61-71,共11页
Active Magnetic Bearing(AMB) is a kind of electromagnetic support that makes the rotor movement frictionless and can suppress rotor vibration by controlling the magnetic force. The most common approach to restrain the... Active Magnetic Bearing(AMB) is a kind of electromagnetic support that makes the rotor movement frictionless and can suppress rotor vibration by controlling the magnetic force. The most common approach to restrain the rotor vibration in AMBs is to adopt a notch filter or adaptive filter in the AMB controller. However, these methods cannot obtain the precise amplitude and phase of the compensation current. Thus, they are not so effective in terms of suppressing the vibrations of the fundamental and other harmonic orders over the whole speed range. To improve the vibration suppression performance of AMBs,an adaptive filter based on Least Mean Square(LMS) is applied to extract the vibration signals from the rotor displacement signal. An Iterative Search Algorithm(ISA) is proposed in this paper to obtain the corresponding relationship between the compensation current and vibration signals. The ISA is responsible for searching the compensating amplitude and shifting phase online for the LMS filter, enabling the AMB controller to generate the corresponding compensation force for vibration suppression. The results of ISA are recorded to suppress vibration using the Look-Up Table(LUT) in variable speed range. Comprehensive simulations and experimental validations are carried out in fixed and variable speed range, and the results demonstrate that by employing the ISA, vibrations of the fundamental and other harmonic orders are suppressed effectively. 展开更多
关键词 Active Magnetic Bearing(AMB) Adaptive filter iterative search algorithm Least mean square(LMS) Vibration suppression
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基于ITER项目下某工程项目对国内外工程计价规则的差异分析及应对措施
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作者 赵思思 薛梦璇 《工程造价管理》 2024年第1期41-45,共5页
国际热核聚变实验堆(ITER)项目是世界上最大的热核聚变研究计划之一,吸引了众多国家的参与。文章根据ITER项目中某FIDIC合同框架下的施工项目,研究其工程计价规则与国内工程量清单计价规则的差异,主要关注投标报价工程量计算规则、目标... 国际热核聚变实验堆(ITER)项目是世界上最大的热核聚变研究计划之一,吸引了众多国家的参与。文章根据ITER项目中某FIDIC合同框架下的施工项目,研究其工程计价规则与国内工程量清单计价规则的差异,主要关注投标报价工程量计算规则、目标价机制(结算工程量计算规则)、单价计算规则、分包费用计算和划分这几点内容,总结该国际工程项目应用的工程计价规则,并分析其与国内工程量清单计价规则的差异。文章提出的应对措施有助于加深对国际工程计价规则与国内工程量清单计价规则之间差异的理解,为参与国际工程项目的决策者提供参考,以确保项目的成功实施。 展开更多
关键词 iter 计价规则 工程结算 国际工程
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The Alternating Group Explicit Iterative Method for the Regularized Long-Wave Equation
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作者 Anqi Xie Xiaojia Ye Guanyu Xue 《Journal of Applied Mathematics and Physics》 2024年第1期52-59,共8页
An Alternating Group Explicit (AGE) iterative method with intrinsic parallelism is constructed based on an implicit scheme for the Regularized Long-Wave (RLW) equation. The method can be used for the iteration solutio... An Alternating Group Explicit (AGE) iterative method with intrinsic parallelism is constructed based on an implicit scheme for the Regularized Long-Wave (RLW) equation. The method can be used for the iteration solution of a general tridiagonal system of equations with diagonal dominance. It is not only easy to implement, but also can directly carry out parallel computation. Convergence results are obtained by analysing the linear system. Numerical experiments show that the theory is accurate and the scheme is valid and reliable. 展开更多
关键词 RLW Equation AGE iterative Method PARALLELISM CONVERGENCE
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国际大科学计划工程——ITER项目中的工程师角色观察
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作者 徐汉洁 赵思思 《经济与社会发展研究》 2024年第15期0289-0291,共3页
国际热核聚变实验堆(ITER)项目及其 TAC-1 项目合同,采用 FIDIC 红皮书作为合同范本,由MOMENTUM 公司担任工程师。MOMENTUM 在 ITER 项目中承担 CMA(Construction Management as Agent)的关键角色,负责施工现场的协调、承包商的组织和... 国际热核聚变实验堆(ITER)项目及其 TAC-1 项目合同,采用 FIDIC 红皮书作为合同范本,由MOMENTUM 公司担任工程师。MOMENTUM 在 ITER 项目中承担 CMA(Construction Management as Agent)的关键角色,负责施工现场的协调、承包商的组织和管理、现场施工质量的监督、项目经理的角色,以及第三方确认人的职责。工程师这一角色在 ITER 国际大科学计划项目上的独特定位,以及 CMA 在聚变工程专业性、进度和成本控制、跨文化和地缘政治问题等方面面临一系列挑战,随着项目演进,其独立性逐渐减弱,角色逐渐淡化。 展开更多
关键词 iter项目 FIDIC红皮书 CMA公司 工程师 施工管理
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ITER国际大科学工程项目管理体系构建
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作者 侯和爽 《现代企业》 2024年第3期10-11,43,共3页
2008年中国正式加入国际热核聚变实验堆计划(下称ITER计划),这是我国参与的规模最大的国际大科学工程。ITER计划目标是建造并运行世界上第一个真正核聚变堆级装置,参与ITER计划能够推动我国核聚变战略技术和基础学科在国际平台竞技和发... 2008年中国正式加入国际热核聚变实验堆计划(下称ITER计划),这是我国参与的规模最大的国际大科学工程。ITER计划目标是建造并运行世界上第一个真正核聚变堆级装置,参与ITER计划能够推动我国核聚变战略技术和基础学科在国际平台竞技和发展,筑牢我国未来自主建设高性能核聚变堆这个科技战略制高点,为将我国建设成为核聚变大国奠定基础。 展开更多
关键词 iter计划 国际热核聚变实验堆 核聚变堆 管理体系构建 大科学工程项目 国际大科学工程 战略制高点 基础学科
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ITER气体注入系统注入管线和气体流量控制阀特性研究
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作者 谷正阳 赵宇轩 +5 位作者 李波 李伟 夏志伟 邓博文 刘浩 宫伟祥 《中国测试》 CAS 北大核心 2024年第5期180-185,共6页
为验证国际热核聚变实验堆计划(ITER)的气体注入系统(GIS)的设计是否能够满足装置运行的要求,以及为优化气体注入系统的气体加料控制模式提供直接而可靠的数据支撑。该研究在基于ITER GIS最终设计阶段提供的设计方案的基础上,在模拟实... 为验证国际热核聚变实验堆计划(ITER)的气体注入系统(GIS)的设计是否能够满足装置运行的要求,以及为优化气体注入系统的气体加料控制模式提供直接而可靠的数据支撑。该研究在基于ITER GIS最终设计阶段提供的设计方案的基础上,在模拟实验平台上进行实验研究,该研究涉及燃料气体H2、D2以及杂质气体Ne、Ar、N2及其混合气体的注入特性,包括其供气压力、注入管线结构对响应时间的影响。实验结论证明,气体注入系统的设计可以满足ITER装置的运行要求,且实验数据为ITER装置的气体控制模式,尤其是实现杂质气体快速、精确的控制,从而保障ITER装置安全运行,提供有力的技术支持。 展开更多
关键词 国际热核聚变实验堆计划 气体注入系统 气体输运特性 质量流量控制阀
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三维协同设计在ITER项目中的工程应用
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作者 江涛 王全明 +1 位作者 何开辉 吴姝琴 《核聚变与等离子体物理》 CAS CSCD 北大核心 2023年第1期6-11,共6页
介绍了在ITER协同设计统一框架下本地搭建的协同设计平台的基本情况,包括三维模型的基本种类、表达方式、数据交换方法以及人员的培训与资质考核等。以ITER气体注入系统采购包为例,介绍了协同设计在核工业西南物理研究院ITER项目工程设... 介绍了在ITER协同设计统一框架下本地搭建的协同设计平台的基本情况,包括三维模型的基本种类、表达方式、数据交换方法以及人员的培训与资质考核等。以ITER气体注入系统采购包为例,介绍了协同设计在核工业西南物理研究院ITER项目工程设计中的应用。 展开更多
关键词 iter 三维协同设计 计算机辅助设计
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ITER气体注入系统的MFC流量控制性能实验研究
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作者 赵宇轩 谷正阳 +7 位作者 刘生 李伟 夏志伟 宫伟祥 刘浩 邓博文 牟昌华 李波 《中国测试》 CAS 北大核心 2023年第10期188-193,共6页
ITER装置是以氘氚为燃料进行大规模核聚变反应的大型科学实验装置,气体注入系统是其重要的一个子系统。为验证和固化基于MFC(流量控制器)的ITER气体注入系统设计,对MFC的性能包括内漏、静磁场抗扰度、流量控制精度和响应时间进行实验研... ITER装置是以氘氚为燃料进行大规模核聚变反应的大型科学实验装置,气体注入系统是其重要的一个子系统。为验证和固化基于MFC(流量控制器)的ITER气体注入系统设计,对MFC的性能包括内漏、静磁场抗扰度、流量控制精度和响应时间进行实验研究并在真空模拟平台上对该气体注入原型系统开展验证测试。实验结果表明,基于MFC的ITER气体注入系统在技术参数上符合设计技术指标,同时还可为ITER装置气体注入控制方式设计提供参考,为未来聚变堆气体注入系统的设计和建造提供基础工程数据。 展开更多
关键词 MFC iter 气体注入系统 流量控制性能 实验研究
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Improved Adaptive Iterated Extended Kalman Filter for GNSS/INS/UWB-Integrated Fixed-Point Positioning 被引量:2
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作者 Qingdong Wu Chenxi Li +1 位作者 Tao Shen Yuan Xu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第3期1761-1772,共12页
To provide stable and accurate position information of control points in a complex coastal environment,an adaptive iterated extended Kalman filter(AIEKF)for fixed-point positioning integrating global navigation satell... To provide stable and accurate position information of control points in a complex coastal environment,an adaptive iterated extended Kalman filter(AIEKF)for fixed-point positioning integrating global navigation satellite system,inertial navigation system,and ultra wide band(UWB)is proposed.In thismethod,the switched global navigation satellite system(GNSS)and UWB measurement are used as the measurement of the proposed filter.For the data fusion filter,the expectation-maximization(EM)based IEKF is used as the forward filter,then,the Rauch-Tung-Striebel smoother for IEKF filter’s result smoothing.Tests illustrate that the proposed AIEKF is able to provide an accurate estimation. 展开更多
关键词 Rauch-tung-striebel ultra wide band global navigation satellite system adaptive iterated extended kalman filter
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基于Iterative映射和非线性拟合的鲸鱼优化算法 被引量:1
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作者 李赛宇 鞠传香 丁航奇 《重庆大学学报》 CAS CSCD 北大核心 2023年第8期120-131,共12页
为解决鲸鱼优化算法中收敛速度慢和寻优精度低等问题,提出一种基于Iterative映射和非线性拟合的鲸鱼优化算法(NWOA)。首先,该算法利用了Iterative映射对鲸鱼种群初始化,保证初始种群的多样性;其次,采用非线性拟合的策略对收敛因子和惯... 为解决鲸鱼优化算法中收敛速度慢和寻优精度低等问题,提出一种基于Iterative映射和非线性拟合的鲸鱼优化算法(NWOA)。首先,该算法利用了Iterative映射对鲸鱼种群初始化,保证初始种群的多样性;其次,采用非线性拟合的策略对收敛因子和惯性权重进行改进,以平衡算法的全局勘测能力和局部开发能力。通过对13种函数进行仿真实验,从均方差和平均值的角度分析,改进后算法寻优精度显著提高,且稳定性较强。实验结果表明NWOA与传统的鲸鱼优化算法相比,收敛速度明显加快。 展开更多
关键词 鲸鱼优化算法 iterative映射 非线性拟合 函数优化
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Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 被引量:1
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作者 Guangyu Zhu Xiaolu Li +2 位作者 Ranran Sun Yiyuan Yang Peng Zhang 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第3期781-791,共11页
Aimed at infinite horizon optimal control problems of discrete time-varying nonlinear systems,in this paper,a new iterative adaptive dynamic programming algorithm,which is the discrete-time time-varying policy iterati... Aimed at infinite horizon optimal control problems of discrete time-varying nonlinear systems,in this paper,a new iterative adaptive dynamic programming algorithm,which is the discrete-time time-varying policy iteration(DTTV)algorithm,is developed.The iterative control law is designed to update the iterative value function which approximates the index function of optimal performance.The admissibility of the iterative control law is analyzed.The results show that the iterative value function is non-increasingly convergent to the Bellman-equation optimal solution.To implement the algorithm,neural networks are employed and a new implementation structure is established,which avoids solving the generalized Bellman equation in each iteration.Finally,the optimal control laws for torsional pendulum and inverted pendulum systems are obtained by using the DTTV policy iteration algorithm,where the mass and pendulum bar length are permitted to be time-varying parameters.The effectiveness of the developed method is illustrated by numerical results and comparisons. 展开更多
关键词 Adaptive critic designs adaptive dynamic programming approximate dynamic programming optimal control policy iteration TIME-VARYING
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