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胎面重量控制系统的CPSO优化Smith预估线性自抗扰策略
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作者 吴俊杰 陈明霞 卢澎澎 《科学技术与工程》 北大核心 2023年第14期6105-6112,共8页
针对轮胎行业橡胶复合挤出线重量控制系统过程机理复杂、扰动过多且难以测量等问题,设计了一种史密斯预估与线性自抗扰控制(Smith prediction-linear active disturbance rejection control,Smith-LADRC)相结合的控制方式以实现对胎面... 针对轮胎行业橡胶复合挤出线重量控制系统过程机理复杂、扰动过多且难以测量等问题,设计了一种史密斯预估与线性自抗扰控制(Smith prediction-linear active disturbance rejection control,Smith-LADRC)相结合的控制方式以实现对胎面重量的稳定控制。建立仿真模型与比例-积分-微分(proportional-integral-differential,PID)、LADRC、Smith-PID进行控制效果对比以验证其优势,同时针对此控制器调参困难引入混沌粒子群算法(chaotic particle swarm optimization,CPSO)进行参数整定。经实验结果表明:Smith-LADRC相较于上述3种控制方法能够使系统具有较好的抗干扰性和鲁棒性;采用CPSO算法寻优后,相比于粒子群算法(particle swarm optimization,PSO),可以很好地达到控制目的,系统输出响应快速性均得到提高,相比手动调节能更好地对系统输出进行控制,同时节省参数调节时间,提高控制效率。 展开更多
关键词 重量系统控制 混沌粒子群算法 史密斯预估-自抗扰控制 参数优化
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Recent developments on applications of sequential loop closing and diagonal dominance control schemes to industrial multivariable system 被引量:4
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作者 A.H.Mazinan M.F.Kazemi 《Journal of Central South University》 SCIE EI CAS 2013年第12期3401-3420,共20页
With a focus on an industrial multivariable system, two subsystems including the flow and the level outputs are analysed and controlled, which have applicability in both real and academic environments. In such a case,... With a focus on an industrial multivariable system, two subsystems including the flow and the level outputs are analysed and controlled, which have applicability in both real and academic environments. In such a case, at first, each subsystem is distinctively represented by its model, since the outcomes point out that the chosen models have the same behavior as corresponding ones. Then, the industrial multivariable system and its presentation are achieved in line with the integration of these subsystems, since the interaction between them can not actually be ignored. To analyze the interaction presented, the Gershgorin bands need to be acquired, where the results are used to modify the system parameters to appropriate values. Subsequently, in the view of modeling results, the control concept in two different techniques including sequential loop closing control(SLCC) scheme and diagonal dominance control(DDC) schemes is proposed to implement on the system through the Profibus network, as long as the OPC(OLE for process control) server is utilized to communicate between the control schemes presented and the multivariable system. The real test scenarios are carried out and the corresponding outcomes in their present forms are acquired. In the same way, the proposed control schemes results are compared with each other, where the real consequences verify the validity of them in the field of the presented industrial multivariable system control. 展开更多
关键词 multivariable system diagonal dominance control sequential loop closing control Profibus network OPC server orifice relation interaction analysis Gershogerin bands non-minimum phase system
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Development and application of a neural network based coating weight control system for a hot-dip galvanizing line 被引量:1
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作者 Zai-sheng PAN Xuan-hao ZHOU Peng CHEN 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2018年第7期834-846,共13页
The hot-dip galvanizing line(HDGL) is a typical order-driven discrete-event process in steelmaking. It has some complicated dynamic characteristics such as a large time-varying delay, strong nonlinearity, and unmeasur... The hot-dip galvanizing line(HDGL) is a typical order-driven discrete-event process in steelmaking. It has some complicated dynamic characteristics such as a large time-varying delay, strong nonlinearity, and unmeasured disturbance, all of which lead to the difficulty of an online coating weight controller design. We propose a novel neural network based control system to solve these problems. The proposed method has been successfully applied to a real production line at Va Lin LY Steel Co., Loudi, China. The industrial application results show the effectiveness and efficiency of the proposed method, including significant reductions in the variance of the coating weight and the transition time. 展开更多
关键词 Neural network Hot-dip galvanizing line (HDGL) Coating weight control
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Weight control in design of space nuclear reactor system 被引量:1
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作者 WANG SanBing HE ChaoHui 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第10期2594-2598,共5页
Space nuclear power system is the key technology for deep space exploration missions in the future, especially for space base building-up. This paper evaluates several typical latest space nuclear reactor system (SNR... Space nuclear power system is the key technology for deep space exploration missions in the future, especially for space base building-up. This paper evaluates several typical latest space nuclear reactor system (SNRS) designs, and finds that most of their weights are heavier than necessary. From the point of weight-control, the SA4 design is the best but its design is more complex than others. A newly designed SNRS, based on the SAFE400 model, uses annular fuel and has better performance, with a fuel mass lower than that of the SAFE400 prototype by 18.75%. Meanwhile, different from former opinions, the delay neutron fractions of SNRS are not constant and change with the different SNRS designs. Therefore, designs of SNRS not to count the delayed neutron fracture or directly to consider it as 0.00677 are not appropriate. 展开更多
关键词 RTG SNRs power density SAFE400 MCNPX
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