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Full Range Power Control Strategies for Variable-Speed Fixed-Pitch Wind Turbines 被引量:1
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作者 CHEN Jie GONG Chunying CHEN Jiawei CHEN Ran YAN Yangguang 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0014-I0014,共1页
关键词 风力发电机组 功率控制策略 定桨距 风力涡轮机 变速 公用事业 农村地区 城市地区
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Study on geometric models of non-numerically controlled machining revolving cutter with constant pitch 被引量:1
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作者 韩成顺 尚元江 +2 位作者 王景贺 唐余勇 董申 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2004年第4期356-360,共5页
This paper presents a new approach of designing the revolving cutter with constant pitch, and provides geometric models. The corresponding models in the non-numerically controlled manufacturing, such as designing the ... This paper presents a new approach of designing the revolving cutter with constant pitch, and provides geometric models. The corresponding models in the non-numerically controlled manufacturing, such as designing the helical groove, grinding wheel, relative feeding motion, and calculating the helical angle of the cutting edge, are introduced. The examples are given to testify that the design approach is simple and readily realized in machining the revolving cutter with constant pitch. The effective design and manufacture method provides general references for non-NC machining revolving cutter with constant pitch and reducing the equipments input. 展开更多
关键词 revolving cutter constant pitch non-numerically controlled machining geometric model
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The Control System Simulation of Variable-Speed Constant-Frequency Wind Turbine
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作者 窦金延 曹娜 《Journal of Measurement Science and Instrumentation》 CAS 2010年第S1期202-206,共5页
In general,Variable-Speed Constant Frequency (VSCF)Wind generation system is controlled by stator voltage orientation method which based on the mathematic model of VSCF Wind generation system and discussed the control... In general,Variable-Speed Constant Frequency (VSCF)Wind generation system is controlled by stator voltage orientation method which based on the mathematic model of VSCF Wind generation system and discussed the control strategy.Present the whole dynamic control model of variable-speed wind generator system in MATLAB/ Simulink,and the simulation results confirm the validity and effectiveness of the proposed control strategy. 展开更多
关键词 variable-speed constant-frequency MODEL wind turbines control system vector control
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Attitude control of a rigid spacecraft with one variable-speed control moment gyro
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作者 Hai-Chao Gui Lei Jin Shi-Jie Xu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2013年第5期749-760,共12页
Nonlinear controllability and attitude stabilization are studied for the underactuated nonholonomic dynamics of a rigid spacecraft with one variable-speed control moment gyro (VSCMG), which supplies only two interna... Nonlinear controllability and attitude stabilization are studied for the underactuated nonholonomic dynamics of a rigid spacecraft with one variable-speed control moment gyro (VSCMG), which supplies only two internal torques. Nonlinear controllability theory is used to show that the dynamics are locally controllable from the equilibrium point and thus can be asymptotically stabilized to the equilibrium point via time-invariant piecewise continuous feedback laws or time-periodic continuous feedback laws. Specifically, when the total angular momentum of the spacecraft-VSCMG system is zero, any orientation can be a controllable equilib- rium attitude. In this case, the attitude stabilization problem is addressed by designing a kinematic stabilizing law, which is implemented through a nonlinear proportional and deriva- tive controller, using the generalized dynamic inverse (GDI) method. The steady-state instability inherent in the GDI con- troller is elegantly avoided by appropriately choosing control gains. In order to obtain the command gimbal rate and wheel acceleration from control torques, a simple steering logic is constructed to accommodate the requirements of attitude sta- bilization and singularity avoidance of the VSCMG. Illustrative numerical examples verify the efficacy of the proposed control strategy. 展开更多
关键词 Attitude control inverse Nonholonomic system Generalized dynamic Small-time local controlla- bility - Stabilization variable-speed control moment gyro
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Fault tolerant control of electric pitch control system based on single current detection
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作者 李宏伟 付勃 +2 位作者 董海鹰 杨立霞 王睿敏 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第1期63-70,共8页
In view of the current sensors failure in electric pitch system,a variable universe fuzzy fault tolerant control method of electric pitch control system based on single current detection is proposed.When there is sing... In view of the current sensors failure in electric pitch system,a variable universe fuzzy fault tolerant control method of electric pitch control system based on single current detection is proposed.When there is single or two-current sensor fault occurs,based on the proposed method the missing current information can be reconstructed by using direct current(DC)bus current sensor and the three-phase current can be updated in time within any two adjacent sampling periods,so as to ensure stability of the closed-loop system.And then the switchover and fault tolerant control of fault current sensor would be accomplished by fault diagnosis method based on adaptive threshold judgment.For the reconstructed signal error caused by the modulation method and the main control target of electric pitch system,a variable universe fuzzy control method is used in the speed loop,which can improve the anti-disturbance ability to load variation,and the robustness of fault tolerance system.The results show that the fault tolerant control method makes the variable pitch control system still has ideal control characteristics in case of sensor failure although part of the system performance is lost,thus the correctness of the proposed method is verified. 展开更多
关键词 electric pitch control fault tolerant control variable universe fuzzy control single current detection
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Intelligent control for large-scale variable speed variable pitch wind turbines 被引量:12
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作者 XinfangZHANG DapingXU YibingLIU 《控制理论与应用(英文版)》 EI 2004年第3期305-311,共7页
Large-scale wind turbine generator systems have strong nonlinear multivariable characteristics with many uncertain factors and disturbances. Automatic control is crucial for the efficiency and reliability of wind turb... Large-scale wind turbine generator systems have strong nonlinear multivariable characteristics with many uncertain factors and disturbances. Automatic control is crucial for the efficiency and reliability of wind turbines. On the basis of simplified and proper model of variable speed variable pitch wind turbines, the effective wind speed is estimated using extended Kaiman filter. Intelligent control schemes proposed in the paper include two loops which operate in synchronism with each other. At below-rated wind speed, the inner loop adopts adaptive fuzzy control based on variable universe for generator torque regulation to realize maximum wind energy capture. At above-rated wind speed, a controller based on least square support vector machine is proposed to adjust pitch angle and keep rated output power. The simulation shows the effectiveness of the intelligent control. 展开更多
关键词 Wind turbines Adaptive fuzzy control Least square support vector machine Variable speed Variable pitch
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Nonsingular Terminal Sliding Mode Control With Ultra-Local Model and Single Input Interval Type-2 Fuzzy Logic Control for Pitch Control of Wind Turbines 被引量:7
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作者 Saber Abrazeh Ahmad Parvaresh +3 位作者 Saeid-Reza Mohseni Meisam Jahanshahi Zeitouni Meysam Gheisarnejad Mohammad Hassan Khooban 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2021年第3期690-700,共11页
As wind energy is becoming one of the fastestgrowing renewable energy resources,controlling large-scale wind turbines remains a challenging task due to its system model nonlinearities and high external uncertainties.T... As wind energy is becoming one of the fastestgrowing renewable energy resources,controlling large-scale wind turbines remains a challenging task due to its system model nonlinearities and high external uncertainties.The main goal of the current work is to propose an intelligent control of the wind turbine system without the need for model identification.For this purpose,a novel model-independent nonsingular terminal slidingmode control(MINTSMC)using the basic principles of the ultralocal model(ULM)and combined with the single input interval type-2 fuzzy logic control(SIT2-FLC)is developed for non-linear wind turbine pitch angle control.In the suggested control framework,the MINTSMC scheme is designed to regulate the wind turbine speed rotor,and a sliding-mode(SM)observer is adopted to estimate the unknown phenomena of the ULM.The auxiliary SIT2-FLC is added in the model-independent control structure to improve the rotor speed regulation and compensate for the SM observation estimation error.Extensive examinations and comparative analyses were made using a real-time softwarein-the-loop(RT-SiL)based on the dSPACE 1202 board to appraise the efficiency and applicability of the suggested modelindependent scheme in a real-time testbed. 展开更多
关键词 Interval type-2(IT2)fuzzy logic control modelindependent nonsingular terminal sliding-mode control(MINTSMC) pitch angle control real-time software-in-the-loop(RT-SiL)
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Research on Pitch Control Strategies of Horizontal Axis Tidal Current Turbine 被引量:3
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作者 WANG Bing-zhen HU Teng-yan +1 位作者 GUO Yi ZHANG Yuan-fei 《China Ocean Engineering》 SCIE EI CSCD 2020年第2期223-231,共9页
Based on blade element momentum theory and generator characteristic test,a dynamic simulation model of 150 kW horizontal-axis tidal current turbine was established.The matching of the dynamic characteristics between t... Based on blade element momentum theory and generator characteristic test,a dynamic simulation model of 150 kW horizontal-axis tidal current turbine was established.The matching of the dynamic characteristics between the turbine and generator under various current velocities is studied,and the influence of the pitch angle on the matching is analyzed.For the problem of maximum power output in case of low current speed and limiting power in high current speed,the relation between optimal pitch angle and output power is analyzed.On the basis of dynamic characteristic analysis,the variable pitch control strategy is developed.The performance of the turbine under various tidal conditions is simulated.The research results show that the designed controller enables the turbine to operate efficiently under the condition of low current speed,and achieve the goal of limited power at high current speed. 展开更多
关键词 tidal energy horizontal axis tidal current turbine(HATT) pitch control SIMULATION
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Blade pitch control of straight-bladed vertical axis wind turbine 被引量:1
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作者 梁迎彬 张立勋 +1 位作者 李二肖 张凤月 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第5期1106-1114,共9页
Collective pitch control and individual pitch control algorithms were present for straight-bladed vertical axis wind turbine to improve the self-starting capacity.Comparative analysis of straight-bladed vertical axis ... Collective pitch control and individual pitch control algorithms were present for straight-bladed vertical axis wind turbine to improve the self-starting capacity.Comparative analysis of straight-bladed vertical axis wind turbine(SB-VAWT) with or without pitch control was conducted from the aspects of aerodynamic force,flow structure and power coefficient.The computational fluid dynamics(CFD) prediction results show a significant increase in power coefficient for SB-VAWT with pitch control.According to the aerodynamic forces and total torque coefficient obtained at various tip speed ratios(TSRs),the results indicate that the blade pitch method can increase the power output and decrease the deformation of blade;especially,the total torque coefficient of blade pitch control at TSR 1.5 is about 2.5 times larger than that of fixed pitch case.Furthermore,experiment was carried out to verify the feasibility of pitch control methods.The results show that the present collective pitch control and individual pitch control methods can improve the self-starting capacity of SB-VAWT,and the former is much better and its proper operating TSRs ranges from 0.4 to 0.6. 展开更多
关键词 straight-bladed vertical axis wind turbine collective pitch control individual pitch control self-starting capacity
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The Pitch Control Algorithm of Wind Turbine Based on Fuzzy Control and PID Control 被引量:1
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作者 Rui Guo Jinsong Du +1 位作者 Jinghui Wu Yiyang Liu 《Energy and Power Engineering》 2013年第3期6-10,共5页
Due to the special features of great inertia, pure lag and non-linearity provided with wind turbine, coupled with complex and variable working condition, it is difficult to achieve satisfactory control results simply ... Due to the special features of great inertia, pure lag and non-linearity provided with wind turbine, coupled with complex and variable working condition, it is difficult to achieve satisfactory control results simply by employing traditional PID, which has the drawbacks such as adjustment inconvenience, poor anti-interference, and large overshoot, and prolonged adjust span. This paper puts forward one type of improved controller combining Fuzzy Control with PID Control. With larger speed deviation, the controller emphasizes Fuzzy Control to speed system response;with less speed deviation, the controller emphasizes PID Control to improve control accuracy. Simulation Test directing at the algorithm is based on the Bladed software, with the positive result of improved dynamic and static performance of wind turbine under large disturbance. 展开更多
关键词 FUZZY control pitch control WIND TURBINE Bladed
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Modeling and Analyzing Dynamic Response for An Offshore Bottom-Fixed Wind Turbine with Individual Pitch Control 被引量:1
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作者 XIE Shuang-yi ZHANG Kai-fei +2 位作者 HE Jiao GAO Jian ZHANG Cheng-lin 《China Ocean Engineering》 SCIE EI CSCD 2022年第3期372-383,共12页
The asymmetric or periodically varying blade loads resulted by wind shear become more significant as the blade length is increased to capture more wind power.Additionally,compared with the onshore wind turbines,their ... The asymmetric or periodically varying blade loads resulted by wind shear become more significant as the blade length is increased to capture more wind power.Additionally,compared with the onshore wind turbines,their offshore counterparts are subjected to additional wave loadings in addition to wind loadings within their lifetime.Therefore,vibration control and fatigue load mitigation are crucial for safe operation of large-scale offshore wind turbines.In view of this,a multi-body model of an offshore bottom-fixed wind turbine including a detailed drivetrain is established in this paper.Then,an individual pitch controller(IPC)is designed using disturbance accommodating control.State feedback is used to add damping in flexible modes of concern,and a state estimator is designed to predict unmeasured signals.Continued,a coupled aero-hydro-servo-elastic model is constructed.Based on this coupled model,the load reduction effect of IPC and the dynamic responses of the drivetrain are investigated.The results showed that the designed IPC can effectively reduce the structural loads of the wind turbine while stabilizing the turbine power out-put.Moreover,it is found that the drivetrain dynamic responses are improved under IPC. 展开更多
关键词 wind turbine individual pitch controller disturbance accommodating control multi-body modeling drivetrain
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Neural Network Predictive Control of Variable-pitch Wind Turbines Based on Small-world Optimization Algorithm 被引量:8
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作者 WANG Shuangxin LI Zhaoxia LIU Hairui 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0015-I0015,17,共1页
通过将混沌映射用于产生初始节点集和进行算子构造,提出一种新的基于实数编码的混沌小世界优化算法。采用4种算法对多例复杂函数的优化问题进行仿真试验,表明所提算法具有能够有效避免陷入局部极小值、快速搜索到最优值的能力。将上述... 通过将混沌映射用于产生初始节点集和进行算子构造,提出一种新的基于实数编码的混沌小世界优化算法。采用4种算法对多例复杂函数的优化问题进行仿真试验,表明所提算法具有能够有效避免陷入局部极小值、快速搜索到最优值的能力。将上述方法应用于变桨距风电机组启动并网时的转速控制,提出一种基于混沌小世界优化算法的神经网络预测控制策略,其预测模型由基于现场数据的神经网络模型建立。仿真与实际测试结果表明,该系统可以根据风速扰动提前预测电机的转速变化,使控制器超前动作,保证系统输出跟踪参考轨迹的方向稳步改变,确保风电机组平稳并网。 展开更多
关键词 优化算法 小世界 风力发电机组 预测控制 神经网络 变桨距 实时编码 混沌映射
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Comparative Performance of Fixed-Speed and Variable-Speed Wind Turbine Generator Systems 被引量:2
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作者 Mohamed Mansour Mohamed Nejib Mansouri Mohamed Faouzi Mimouni 《Journal of Mechanics Engineering and Automation》 2011年第1期74-81,共8页
In the early development of the wind energy, the majority of the wind turbines have been operated at constant speed. Subsequently, the number of variable-speed wind turbines installed in wind farms has increased. In t... In the early development of the wind energy, the majority of the wind turbines have been operated at constant speed. Subsequently, the number of variable-speed wind turbines installed in wind farms has increased. In this paper, a comparative performance of fixed and variable speed wind generators with Pitch angle control has been presented. The first is based on a squirrel cage Induction Generator (IG) of 315 kW rated power, connected directly to the grid. The second incorporated a Permanent Magnet Synchronous Generator (PMSG) of 750 kW rated power. The performances of each studied wind generator are evaluated by simulation works and variable speed operation is highlighted as preferred mode of operation. 展开更多
关键词 Fixed speed wind generator variable speed wind generator squirrel cage induction generator permanent magnet synchronous generator (PMSG) maximum power point tracking (MPPT) pitch control.
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OBSO Based Fractional PID for MPPT-Pitch Control of Wind Turbine Systems
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作者 Ibrahim M.Mehedi Ubaid M.Al-Saggaf +3 位作者 Mahendiran T.Vellingiri Ahmad H.Milyani Nordin Bin Saad Nor Zaihar Bin Yahaya 《Computers, Materials & Continua》 SCIE EI 2022年第5期4001-4017,共17页
In recent times,wind energy receives maximum attention and has become a significant green energy source globally.The wind turbine(WT)entered into several domains such as power electronics that are employed to assist t... In recent times,wind energy receives maximum attention and has become a significant green energy source globally.The wind turbine(WT)entered into several domains such as power electronics that are employed to assist the connection process of a wind energy system and grid.The turbulent characteristics of wind profile along with uncertainty in the design of WT make it highly challenging for prolific power extraction.The pitch control angle is employed to effectively operate the WT at the above nominal wind speed.Besides,the pitch controller needs to be intelligent for the extraction of sustainable secure energy and keep WTs in a safe operating region.To achieve this,proportional–integral–derivative(PID)controllers are widely used and the choice of optimal parameters in the PID controllers needs to be properly selected.With this motivation,this paper designs an oppositional brain storm optimization(OBSO)based fractional order PID(FOPID)design for sustainable and secure energy in WT systems.The proposed model aims to effectually extract the maximum power point(MPPT)in the low range of weather conditions and save the WT in high wind regions by the use of pitch control.The OBSO algorithm is derived from the integration of oppositional based learning(OBL)concept with the traditional BSO algorithm in order to improve the convergence rate,which is then applied to effectively choose the parameters involved in the FOPID controller.The performance of the presented model is validated on the pitch control of a 5 MW WT and the results are examined under different dimensions.The simulation outcomes ensured the promising characteristics of the proposed model over the other methods. 展开更多
关键词 Wind turbine wind energy pitch control brain storm optimization PID controller maximum power point
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Dynamic Positioning Control of Surge−Pitch Coupled Motion for Small-Waterplane-Area Marine Structures
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作者 HE Hua-cheng XU Sheng-wen +1 位作者 WANG Lei WANG Xue-feng 《China Ocean Engineering》 SCIE EI CSCD 2021年第4期598-608,共11页
For general dynamic positioning systems,controllers are mainly based on the feedback of motions only in the horizontal plane.However,for marine structures with a small water plane area and low metacentric height,undes... For general dynamic positioning systems,controllers are mainly based on the feedback of motions only in the horizontal plane.However,for marine structures with a small water plane area and low metacentric height,undesirable surge and pitch oscillations may be induced by the thruster actions.In this paper,three control laws are investigated to suppress the induced pitch motion by adding pitch rate,pitch angle or pitch acceleration into the feedback control loop.Extensive numerical simulations are conducted with a semi-submersible platform for each control law.The influences of additional terms on surge−pitch coupled motions are analyzed in both frequency and time domain.The mechanical constraints of the thrust allocation and the frequency characters of external forces are simultaneously considered.It is concluded that adding pitch angle or pitch acceleration into the feedback loop changes the natural frequency in pitch,and its performance is highly dependent on the frequency distribution of external forces,while adding pitch rate into the feedback loop is always effective in mitigating surge−pitch coupled motions. 展开更多
关键词 surge−pitch coupled motion control small-waterplane-area marine structures actuation constraints frequency and time domain analysis
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On Belly-flap for Pitch Control at Transonic Airfoil
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作者 SHEN Dong ZHANG Bin-qian CHEN Ying-chun 《International Journal of Plant Engineering and Management》 2011年第2期77-83,共7页
One of the issues about Blended-Wing-Body configuration (BWB) is its difficulty in pitch control due to the missing tail. To solve this problem, a novel pitch control surface, belly-flap, has been presented. In this... One of the issues about Blended-Wing-Body configuration (BWB) is its difficulty in pitch control due to the missing tail. To solve this problem, a novel pitch control surface, belly-flap, has been presented. In this paper, the feasibility of belly-flap being used as a transonic pitch control device for tailless configuration is investigated on a BWB in-body airfoil, using the computationalfluid dynamic (CFD) method. The size, location and deflection angle of the flap are studied to detect their effect on the aerodynamic characteristics. The results reveal that the bubble separation due to the belly-flap can affect shock position on the upper surface of the airfoil and change the surface pressure distribution. By choosing appropriate geometry parameters, the load distribution can be improved to obtain significant pitch-up moment increment in a wide angle of attack with no lift-loss and less lift-drag ratio decrement. 展开更多
关键词 BWB belly-flap pitch control shockwave position
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Robust Adaptive Pitch Control of Floating Wind Turbines
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作者 Ibrahim F. Jasim Najah F. Jasim 《Journal of Energy and Power Engineering》 2012年第5期845-848,共4页
In this paper, a modified sliding-mode adaptive controller is derived to achieve stability and output regulation for a class of dynamical systems represented by a non-homogeneous differential equation with unknown tim... In this paper, a modified sliding-mode adaptive controller is derived to achieve stability and output regulation for a class of dynamical systems represented by a non-homogeneous differential equation with unknown time-varying coefficients and unknown force function. In this scheme, the control law is constructed in terms of estimated values for the bounds of the unknown coefficients, where these values are continuously updated by adaptive laws to ensure asymptotic convergence to zero for the output function. The proposed controller is applied to solve the problem of pitch angle regulation for a floating wind turbine with dynamic uncertainty and external disturbances. Numerical simulations are performed to demonstrate the validity of the designed controller to achieve the desired pitch angle for the floating turbine's body. 展开更多
关键词 pitch control robust adaptive control floating wind turbines.
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沥青基碳纤维的制备工艺、反应机理及调控方法 被引量:1
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作者 刘金昌 严作贤 +2 位作者 王欣雨 解强 梁鼎成 《洁净煤技术》 CAS CSCD 北大核心 2024年第1期110-123,共14页
沥青基碳纤维是重要的工程碳纤维之一,在航空航天、国防军工等领域具有广泛应用。沥青基碳纤维制备流程长、影响因素多,归咎于对其制备工艺、反应机理及调控方法的认识不足,迄今工业化生产强度性能优异的沥青基碳纤维仍面临诸多困难。... 沥青基碳纤维是重要的工程碳纤维之一,在航空航天、国防军工等领域具有广泛应用。沥青基碳纤维制备流程长、影响因素多,归咎于对其制备工艺、反应机理及调控方法的认识不足,迄今工业化生产强度性能优异的沥青基碳纤维仍面临诸多困难。以碳纤维生产流程为主线,针对原料预处理、沥青前驱体调制、熔融纺丝、预氧化及炭化与石墨化的现状、方法、机理及调控进行深入探讨分析。沥青基碳纤维的原料有煤系、石油系、生物质系、高分子系和纯化合物,原料预处理方法主要有蒸馏和萃取;沥青前驱体的调制本质是以氢转移反应和自由基反应并行的液相炭化反应,包括环化、芳构化、低聚和缩聚等复杂的反应过程。芳烃低聚物在高温下缩聚形成稠环芳烃片状大分子的基本结构单元,基本结构单元经过热运动不断聚集,形成聚集体;由于范德华力作用使基本结构单元相互堆叠,形成平行堆积体,进而通过层积、堆积等过程形成基本构筑单元聚集体。基本构筑单元聚集体在不同反应条件下可以转变为长程无序、短程有序的难石墨化结构,也可以转变为长程有序、短程有序的易石墨化结构。以煤系、石油系和生物质系物质为原料调制沥青前驱体时,因其反应活性好,通常选用设备简单、操作容易、成本低廉的热缩聚法;而当以萘、甲基萘等纯化合物为原料时,因其反应活性差,需要较高的温度才能引发自由基反应,故通常采用催化合成法。熔融纺丝宏观上起到塑型的作用,通过改变纺丝参数和喷丝板的形状分别可以调节碳纤维的直径和形状;此外,熔融纺丝对中间相沥青前驱体的重排分子作用尤为明显,使得石墨微晶更易沿轴向一维排列形成有序的石墨晶体结构。为使沥青纤维在炭化过程中不发生融化,需要将沥青纤维由热塑性转变为热固性,即通过轻微的氧化反应,让沥青中的稠环芳烃分子经历氧化、缩合、分解和脱水,从而形成特定的交联结构,最终在纤维结构中生成一定量的含氧官能团。炭化是使预氧化后的纤维经过复杂的化学反应和结构转变形成具有炭材料分子结构特征的碳纤维。炭化过程中,石墨微晶发生重排,非碳原子被移除,碳元素含量进一步升高;经过石墨化后,石墨晶体结构更加完整、取向度更高,使碳纤维向石墨纤维转变,强度性能更加优异。另外,针对沥青基碳纤维的突破方向,提出了从分子维度定向可控制备的思路;并为碳纤维生产过程中耗时耗能的预氧化步骤的优化改进提供了具体方法。 展开更多
关键词 碳纤维 沥青基 制备 机理 调控
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基于模糊神经网络PID的煤矿掘进机俯仰控制研究
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作者 毛清华 陈彦璋 +3 位作者 马骋 王川伟 张飞 柴建权 《工矿自动化》 CSCD 北大核心 2024年第8期135-143,共9页
目前煤矿掘进机俯仰控制主要采用PID控制方法,在掘进机俯仰控制时变性与液压系统非线性情况下的控制精度不高。掘进机俯仰控制通过控制液压缸行程实现,将传统PID算法与模糊控制、神经网络等相结合,可有效提高液压缸行程控制精度。提出... 目前煤矿掘进机俯仰控制主要采用PID控制方法,在掘进机俯仰控制时变性与液压系统非线性情况下的控制精度不高。掘进机俯仰控制通过控制液压缸行程实现,将传统PID算法与模糊控制、神经网络等相结合,可有效提高液压缸行程控制精度。提出了一种基于模糊神经网络PID的煤矿掘进机俯仰控制方法。通过分析掘进机支撑部运动学关系,得到俯仰角与支撑部液压缸的数学关系;介绍了掘进机俯仰控制液压系统工作原理,建立了液压系统及其传递函数模型;将模糊控制与神经网络相结合,形成模糊神经网络,利用模糊神经网络优化PID控制参数,再结合支撑机构数学模型和液压系统传递函数模型,建立掘进机俯仰角模糊神经网络PID控制模型,实现煤矿掘进机俯仰机构自动精确控制。该方法可使掘进机俯仰机构更加快速、准确到达预设位置,解决掘进机俯仰控制中的时变性与非线性难题。仿真结果表明:模糊神经网络PID控制算法相较于模糊PID和PID控制算法,跟踪误差分别降低了69.34%和74.49%。通过液压缸位移控制模拟煤矿掘进机在突变工况和跟随工况下的俯仰控制,结果表明:模糊神经网络PID控制算法相比模糊PID和PID控制算法,俯仰控制跟踪误差最小,对位置信号的平均响应时间分别缩短了27.22%和50.33%,动态控制性能更好。 展开更多
关键词 掘进机俯仰控制 俯仰角 模糊神经网络PID 液压系统 液压缸位移控制 支撑机构
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针对风机变桨距控制系统隐蔽攻击的防御方法研究
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作者 王东风 张鹏 +2 位作者 黄宇 崔岩 孙茜 《电力科学与工程》 2024年第5期47-54,共8页
伴随信息化程度不断提高,隐蔽攻击将对风机变桨距控制系统构成威胁。为此,设计了一种防御结构。将攻击信号对被控对象的影响反馈给控制器,由控制器实时调节控制输出信号,进而防御隐蔽攻击。分别在有攻击和无攻击场景下分析了采用防御结... 伴随信息化程度不断提高,隐蔽攻击将对风机变桨距控制系统构成威胁。为此,设计了一种防御结构。将攻击信号对被控对象的影响反馈给控制器,由控制器实时调节控制输出信号,进而防御隐蔽攻击。分别在有攻击和无攻击场景下分析了采用防御结构后系统的稳定性。仿真结果显示,在隐蔽攻击时间段内,采用防御结构后,风机输出功率与设定值的平均误差为0.004 MW;在无攻击时间段内,风机输出功率与原系统保持一致。该结果说明,防御结构有效。 展开更多
关键词 风力发电 变桨距控制系统 隐蔽攻击 攻击防御
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