The control design, based on self-adaptive PID with genetic algorithms(GA) tuning on-line was investigated, for the temperature control of industrial microwave drying rotary device with the multi-layer(IMDRDWM) and wi...The control design, based on self-adaptive PID with genetic algorithms(GA) tuning on-line was investigated, for the temperature control of industrial microwave drying rotary device with the multi-layer(IMDRDWM) and with multivariable nonlinear interaction of microwave and materials. The conventional PID control strategy incorporated with optimization GA was put forward to maintain the optimum drying temperature in order to keep the moisture content below 1%, whose adaptation ability included the cost function of optimization GA according to the output change. Simulations on five different industrial process models and practical temperature process control system for selenium-enriched slag drying intensively by using IMDRDWM were carried out systematically, indicating the reliability and effectiveness of control design. The parameters of proposed control design are all on-line implemented without iterative predictive calculations, and the closed-loop system stability is guaranteed, which makes the developed scheme simpler in its synthesis and application, providing the practical guidelines for the control implementation and the parameter design.展开更多
Double self-adaptive fuzzy PID algorithm-based control strategy was proposed to construct quasi-cascade control system to control the speed of the acid-pickling process of titanium plates and strips. It is very useful...Double self-adaptive fuzzy PID algorithm-based control strategy was proposed to construct quasi-cascade control system to control the speed of the acid-pickling process of titanium plates and strips. It is very useful in overcoming non-linear dynamic behavior, uncertain and time-varying parameters, un-modeled dynamics, and couples between the automatic turbulence control (ATC) and the automatic acid temperature control (AATC) with varying parameters during the operation process. The quasi-cascade control system of inner and outer loop self-adaptive fuzzy PID controller was built, which could effectively control the pickling speed of plates and strips. The simulated results and real application indicate that the plates and strips acid pickling speed control system has good performances of adaptively tracking the parameter variations and anti-disturbances, which ensures the match of acid pickling temperature and turbulence of flowing with acid pickling speed, improving the surface quality of plates and strips acid pickling, and energy efficiency.展开更多
针对矩形盾构管片拼装机拼装拱顶块和拱底块时需要同步控制两台机械手的问题,设计了基于CAN(Controller Area Network)总线的同步控制系统并采用同步PID(Proportion Integral Derivative)算法实现对同步误差的控制.对同步控制系统的工...针对矩形盾构管片拼装机拼装拱顶块和拱底块时需要同步控制两台机械手的问题,设计了基于CAN(Controller Area Network)总线的同步控制系统并采用同步PID(Proportion Integral Derivative)算法实现对同步误差的控制.对同步控制系统的工作原理以及系统的网络架构做了分析.建立了矩形盾构管片拼装机两台机械手沿径向的立柱同步升降和沿轴向的同步拼装头移动同步控制系统的仿真模型,并对这两个动作的同步PID控制性能进行仿真分析.通过矩形盾构管片同步立柱升降和同步拼装头移动的实验对同步控制性能进行验证,结果表明,同步PID算法可减小同步误差并将立柱升降同步误差控制在±3 mm之间,拼装头移动同步误差控制在不超过±1 mm,显示了同步PID控制在矩形盾构管片拼装过程中的有效性与可实现性.展开更多
基金Project(51090385) supported by the Major Program of National Natural Science Foundation of ChinaProject(2011IB001) supported by Yunnan Provincial Science and Technology Program,China+1 种基金Project(2012DFA70570) supported by the International Science & Technology Cooperation Program of ChinaProject(2011IA004) supported by the Yunnan Provincial International Cooperative Program,China
文摘The control design, based on self-adaptive PID with genetic algorithms(GA) tuning on-line was investigated, for the temperature control of industrial microwave drying rotary device with the multi-layer(IMDRDWM) and with multivariable nonlinear interaction of microwave and materials. The conventional PID control strategy incorporated with optimization GA was put forward to maintain the optimum drying temperature in order to keep the moisture content below 1%, whose adaptation ability included the cost function of optimization GA according to the output change. Simulations on five different industrial process models and practical temperature process control system for selenium-enriched slag drying intensively by using IMDRDWM were carried out systematically, indicating the reliability and effectiveness of control design. The parameters of proposed control design are all on-line implemented without iterative predictive calculations, and the closed-loop system stability is guaranteed, which makes the developed scheme simpler in its synthesis and application, providing the practical guidelines for the control implementation and the parameter design.
基金Project(51090385) supported by the National Natural Science Foundation of ChinaProject(2001IB001) supported by Yunnan Provincial Science and Technology Fund, China
文摘Double self-adaptive fuzzy PID algorithm-based control strategy was proposed to construct quasi-cascade control system to control the speed of the acid-pickling process of titanium plates and strips. It is very useful in overcoming non-linear dynamic behavior, uncertain and time-varying parameters, un-modeled dynamics, and couples between the automatic turbulence control (ATC) and the automatic acid temperature control (AATC) with varying parameters during the operation process. The quasi-cascade control system of inner and outer loop self-adaptive fuzzy PID controller was built, which could effectively control the pickling speed of plates and strips. The simulated results and real application indicate that the plates and strips acid pickling speed control system has good performances of adaptively tracking the parameter variations and anti-disturbances, which ensures the match of acid pickling temperature and turbulence of flowing with acid pickling speed, improving the surface quality of plates and strips acid pickling, and energy efficiency.
文摘针对矩形盾构管片拼装机拼装拱顶块和拱底块时需要同步控制两台机械手的问题,设计了基于CAN(Controller Area Network)总线的同步控制系统并采用同步PID(Proportion Integral Derivative)算法实现对同步误差的控制.对同步控制系统的工作原理以及系统的网络架构做了分析.建立了矩形盾构管片拼装机两台机械手沿径向的立柱同步升降和沿轴向的同步拼装头移动同步控制系统的仿真模型,并对这两个动作的同步PID控制性能进行仿真分析.通过矩形盾构管片同步立柱升降和同步拼装头移动的实验对同步控制性能进行验证,结果表明,同步PID算法可减小同步误差并将立柱升降同步误差控制在±3 mm之间,拼装头移动同步误差控制在不超过±1 mm,显示了同步PID控制在矩形盾构管片拼装过程中的有效性与可实现性.
