Simulation Study on Series Capacitor Compensation to Improve the Voltage Quality of Rural Power Distribution Network

In order to improve the voltage quality of rural power distribution network, the series capacitor in distribution lines is proposed. The principle of series capacitor compensation technology to improve the quality of rural power distribution lines voltage is analyzed. The real rural power distribution network simulation model is established by Power System Power System Analysis Software Package (PSASP). Simulation analysis the effect of series capacitor compensation technology to improve the voltage quality of rural power distribution network, The simulation results show that the series capacitor compensation can effectively improve the voltage quality and reduce network losses and improve the transmission capacity of rural power distribution network.

Research on the Sub-synchronous Oscillation in Wind Power Connected to Series Compensated Power System and its Influencing Factors

When wind farms,which is based on double fed induction generator(DFIG),are connected to the series compensation power system,the phenomenon of sub-synchronous oscillation(SSO)may occur.In order to study the sub-synchronous oscillation in wind power connected to series compensated power system and its influencing factors,we used RT-LAB to establish a simulation model concerning wind power connected to series-compensation power system.This model take a wind power connected to series compensation power system in north China as prototype.All influence factors of wind power SSO are simulated and analyzed by using time domain analysis method.The simulation results show that the effects of wind speed,series compensation degree and proportional control coefficient of rotor side converter(RSC)are most obvious.

Research on a Fast-Closing Switch Based Fault Current Limiter with Series Compensation

A new type of fault current limiter (FCL) with series compensation based fast-closing switch is proposed. It is composed of a capacitor bank and a reactor in series. The main control component is a fast-closing switch connected in parallel with the capacitors, which is driven by the electromagnetic repulsion force. When fault occurs, the switch closes and bypasses the capacitors, and the fault is limited by the reactor then. Simulated analysis and experiments show that it is feasible to develop the FCL with low cost and high reliability. The effectiveness of transient stability for power system is evaluated by digital simulation.

Compensation of Unbalanced Impedance of Asymmetric Wind Power PMSG Compensated by External Circuits in Series

The unbalanced impedance of the asymmetric 3-phase wind power permanent magnet synchronous generator(PMSG)compensated by external circuits in series with the 3-phase windings is investigated in this paper.The asymmetric impedance includes the unbalanced resistances,unbalanced self-inductances,and unbalanced mutual inductances.From the perspective of the second harmonic inductances in dq-frame and from the perspective of the second harmonic power,it is theoretically demonstrated that the original asymmetric 3-phase system with asymmetric impedance can be modified to a balanced system by external circuits consisting of resistances and inductances.Therefore,the second harmonic power and DC bus voltage due to the asymmetries can be suppressed naturally without any software modifications.The feasibility of this compensation method is validated by elaborate experiments at different speeds and under different load condition,although the effectiveness might be slightly affected by the non-linearity of the compensation inductance in practice.

Fault Locator Using Two-end Unsynchronized Measurements for UHV Series Compensated Double-circuit Lines

An accurate fault location algorithm for double-circuit series compensated lines is presented.Use of two-end unsynchronized measurements of current and voltage signals is considered.The algorithm applies two subroutines,designated for locating faults on particular line sections,and additionally the procedure for selecting the valid subroutine.The subroutines are formulated with use of the generalized fault loop model and the distributed parameter line model is applied.Performed ATP-EMTP based evaluation has shown the validity of the derived fault location algorithm and its high accuracy.

基于Taylor Series-LQR复合策略的双关节机械臂时滞补偿控制

为解决时滞导致的颤振问题,提出了一种基于Taylor Series-LQR(Linear Quadratic Regulator)复合策略的双关节机械臂时滞补偿控制方法。首先,利用两个一阶泰勒级数分别构建基于两机械臂当前理想控制力预测下一时滞时刻的理想控制力的预测方程;然后,利用这两个预测方程对描述双关节机械臂运动的状态方程进行扩展;最后,根据LQR控制策略设计时滞补偿预测控制器求取预测控制力。应用结果显示,随着时滞的变大,使用无补偿措施的LQR控制器的双关节机械臂的颤振逐渐增大,并最终走向运动发散,而使用Taylor Series-LQR时滞补偿预测控制器的双关节机械臂在较大时滞范围内均能稳定跟踪期望轨迹而不产生颤振,说明Taylor Series-LQR复合策略具有良好的双关节机械臂时滞补偿效果。

Key Techniques of High-voltage and Large-capacity Series Hybrid Active Power Filters

基于基波磁通补偿的串联混合型有源电力滤波器（active power filter,APF）应用于高电压、大容量的谐波抑制场合时,受变压器励磁支路谐波电压的影响,逆变器不能等效为基波电流源,其输出电流将含有大量的谐波,从而影响滤波效果。以逆变器为核心,推导出在励磁支路谐波压降影响下的串联变压器的谐波等效阻抗。并以此为基础,从理论上分析励磁电感和变比对串联变压器谐波等效阻抗和APF滤波效果的影响。仿真结果验证了理论分析的正确性。最后,针对广东某厂10kV、1MVA电力负荷,研制一套基于基波磁通补偿的串联混合型有源滤波器工程样机,取得非常好的滤波效果。

基于SVR-LSTM的人体上肢运动遮挡轨迹补偿方法

在人机协作过程中,由于光照条件等环境因素和机器人设备摆放等遮挡原因,导致使用基于视觉的运动捕捉设备对人体运动进行捕捉时时间序列的轨迹数据有缺失,进而导致意图识别不准确,增加了机器人运动的不确定性。因此,提出了一种基于支持向量回归(support vector regression,SVR)和长短期记忆(long short-term memory,LSTM)的人体上肢运动时间序列轨迹缺失补偿方法。采用网格搜索法对SVR模型中的参数进行优化来完善历史样本数据集,结合长短期记忆网络对短、长时间序列轨迹缺失的预测补全更精确的优势,将SVR模型补全的历史样本数据集输入LSTM模型训练,进一步降低补偿误差。实验结果表明,在三维空间350 mm的运动尺度范围内,轨迹缺失程度为10%时,SVR-LSTM模型补偿轨迹的平均误差是0.14 mm;轨迹缺失程度为30%时,SVR-LSTM模型补偿轨迹的平均误差是0.47 mm。

Connections Between Induction Generator Effect and Open-loop Modal Proximity to Cause Sub-synchronous Oscillations in Series-compensated Power System

The induction generator effect(IGE)and the openloop modal proximity(OLMP)are two different reasons why subsynchronous oscillations(SSOs)in a series-compensated power system(SCPS)may occur.The IGE attributes the growing SSOs to negative resistance,while the OLMP explains the SSO mechanism from the standpoint of modal conditions.In this paper,we investigate the connections between the IGE and the OLMP through equivalent RLC circuit and open-loop modal analysis.Our investigation is conducted for two types of seriescompensated power systems where either a synchronous generator or a DFIG is connected at the sending end.The investigation reveals the conditions,in which the IGE and the OLMP may jointly cause the growing SSOs,i.e.,both the IGE and the OLMP can explain why the growing SSOs occur.Furthermore,the investigation indicates that the IGE and the OLMP may be totally irrelevant and lead to growing SSOs separately.This implies that it is possible that in a SCPS,the growing SSOs are only due to the IGE,and the OLMP is non-existent,and vice versa.Hence,when the growing SSOs occurs in a SCPS,examination based on both the IGE and the OLMP should be carefully conducted in order to find if the oscillatory instability is due to the IGE,or the OLMP,or both of them.

Analysis and Control of S/SP Compensation Contactless Resonant Converters

非接触谐振变换器的补偿方式直接影响到系统的增益特性和控制特性，是非接触能量传输技术的研究重点之一。考虑到非接触应用场合中的变参数特性，论文提出了一种可适应负载及变压器参数变化的新型的串／串并（series／seriesparallel，S／SP）补偿拓扑。该补偿拓扑具有增益交点处输入相角为零，且增益交点值固定不随变压器耦合系数而改变的优点。论文对该新型补偿拓扑进行了特性分析；并针对其增益交点处输入相角为零以及增益交点处增益曲线相对平坦的优点，提出锁相环（phaselockloop，PLL）控制和恒频控制2种控制策略。采用所提出的补偿方式，设计了一台PLL控制60W的谐振变换器和一台1．5kW恒频控制的原理样机。实验结果与理论分析一致，验证了所提出的新型补偿方式的优点。1．5kW的样机在10cm气隙满载条件下效率达到95．2％。

Robust design of static synchronous series compensator-based stabilizer for damping inter-area oscillations using quadratic mathematical programming

This paper presents a procedure for designing a supplementary damping stabilizer for a static synchronous series compensator(SSSC) in multi-machine power systems.The objective is to shift the lightly damped inter-area modes toward the prescribed stability region.A lead-lag stabilizer is used to demonstrate this technique,in which a particular measure of stabilizer gain is considered as an objective function.Constraints of the problem for phase-lead and lag structures are derived.The objective function with the constraints is formed as a quadratic mathematical programming problem.For robust design,the parameters of the stabilizer are calculated under various operating conditions.Two types of SSSC-based stabilizer have been presented and designed.Numerical results including eigenvalue analysis and the nonlinear simulations on the 4-and 50-machine power systems are pre-sented to show the effectiveness of the proposed method.

Optimal Coordinated Operation of Distributed Static Series Compensators for Wide-area Network Congestion Relief

Relieving network congestions is a critical goal for the safe and flexible operation of modern power systems, especially in the presence of intermittent renewables or distributed generation. This paper deals with the real-time coordinated operation of distributed static series compensators(DSSCs) to remove network congestions by suitable modifications of the branch reactance. Several objective functions are considered and discussed to minimize the number of the devices involved in the control actions, the total losses or the total reactive power exchanged, leading to a non-convex mixed-integer non-linear programming problem. Then, a heuristic methodology combining the solution of a regular NLP with k-means clustering algorithm is proposed to get rid of the binary variables, in an attempt to reduce the computational cost. The proposed coordinated operation strategy of the DSSCs is tested on several benchmark systems, providing feasible and sufficiently optimal solutions in a reasonable time frame for practical systems.

Stock Price Prediction Using Predictive Error Compensation Wavelet Neural Networks

:Machine Learning(ML)algorithms have been widely used for financial time series prediction and trading through bots.In this work,we propose a Predictive Error Compensated Wavelet Neural Network(PEC-WNN)ML model that improves the prediction of next day closing prices.In the proposed model we use multiple neural networks where the first one uses the closing stock prices from multiple-scale time-domain inputs.An additional network is used for error estimation to compensate and reduce the prediction error of the main network instead of using recurrence.The performance of the proposed model is evaluated using six different stock data samples in the New York stock exchange.The results have demonstrated significant improvement in forecasting accuracy in all cases when the second network is used in accordance with the first one by adding the outputs.The RMSE error is 33%improved when the proposed PEC-WNN model is used compared to the Long ShortTerm Memory(LSTM)model.Furthermore,through the analysis of training mechanisms,we found that using the updated training the performance of the proposed model is improved.The contribution of this study is the applicability of simultaneously different time frames as inputs.Cascading the predictive error compensation not only reduces the error rate but also helps in avoiding overfitting problems.

抑制分布式静止串联补偿器对线路保护影响的方法研究

分布式静止串联补偿器(distributed static series compensator,DSSC)通过调节注入线路的电压可改变线路功率,优化电网潮流分布。针对现有交流线路保护算法难以适应DSSC串入线路运行的问题,提出了抑制DSSC对线路保护影响的方法。首先,分析了DSSC对交流线路保护的影响,证明了DSSC注入电压可能改变距离保护的阻抗测量值,导致距离保护有拒动或误动的风险。然后,提出了利用DSSC本体过流保护快速将DSSC旁路、或基于故障辅助判据主动将DSSC注入电压降为0的方法,以抑制不同类型的线路故障时DSSC对线路保护的影响。最后,基于硬件在环RTDS实时仿真平台以及浙江湖州DSSC示范工程现场进行试验,验证了所提抑制DSSC对交流线路保护影响的方法的有效性。

基于FSC和TCSC混合复用的交直流混联线路潜供电弧特性

为提高系统运行稳定性,高补偿度串补装置广泛投入使用,但线路故障后潜供电流存在高幅值的低频分量,潜供电弧难以自熄。针对此问题,基于交直流混联输电线路,研究了不同布置方式下串补度对潜供电流与恢复电压幅值影响,提出了一种固定串补(fixed series compensation,FSC)和可控串补(thyristor controlled series compensation,TCSC)混合复用抑制潜供电弧的方法。此外,为满足线路对高补偿度的需求,设计FSC和TCSC混合复用串补度最佳配置方案。结果表明,交直流混联线路采用串补度40%的双平台分散布置方式,潜供电流与恢复电压幅值达到最小,燃弧时间最短。高补偿度串补线路TCSC采用串补度10%、20%的配置方案更利于熄弧,提高重合闸成功率。

谐波减速器转矩原位测量及误差补偿

为实现协作机器人精准力控,利用谐波减速器柔轮变形研制了一种原位集成转矩传感器。提出了基于傅里叶级数模型的剩余纹波补偿方法提高测量精度。提出了基于傅里叶级数模型的剩余纹波补偿方法提高测量精度。首先,分析了柔轮底部应变规律,通过正弦叠加的原理设计了应变敏感栅结构;然后建立纹波与波发生器角度之间的傅里叶级数模型,补偿剩余纹波;最后,研制了测试平台进行加载测试,结果表明,在波发生器静止状态下施加瞬时激励和阶跃负载,自制转矩传感器与标准转矩传感器输出误差为0.988%和0.253%;在波发生器旋转状态下施加阶梯变化、正弦变化、正弦变化过程中人为碰撞三种形式的负载,自制转矩传感器与标准转矩传感器输出误差为3.822%,4.247%和4.456%。本文提出的补偿方法能有效降低剩余纹波对传感器输出的干扰,有利于推动关节转矩精准测量的实现。

基于EtherCAT总线的八轴七联动高级海况环境仿真平台

针对水流模拟海况时存在的运动不受控以及常规海况模拟平台模拟海况等级低,运动自由度不足等问题,提出利用八自由度运动平台模拟高级海况环境进行海浪涌动测试的方法。设计了由直线运动平台、旋转机构和6自由度(6-DOF)并联机构组成的串并联混合八自由度高级海况环境仿真平台,其运动加速度大,自由度多,运动方式多样。基于Ether CAT实时总线技术设计了八轴七联动的运动控制算法,并采用惯量匹配技术抑制抖动和噪声,实现了宽惯量范围的精确、稳定、同步(小于1μs)控制。设计了基于外部信号接收器的实时精密补偿技术和双齿轮消隙技术,提高了速率精度和平稳性,定位精度达到10μm。设计了复合叠加摇摆、文件仿真、复合叠加摇摆与文件仿真叠加运动和实时仿真运动方式,可模拟到五级高海况或将实航数据回灌后模拟水下、水面或机载的运动,用于导航系统的姿态模拟测试。

基于小波变换与改进时间序列模型的船舶升沉运动预测方法

船舶升沉运动信号的检测滞后严重影响了海洋升沉补偿系统性能,通过对升沉运动进行准确预测可以有效改善系统的稳定性和实时性。为了提高预测模型的实用性,设计了自回归时间序列模型,具有计算效率高、编程简单的特点。在此基础上为了进一步解决该模型对非平稳复杂海况和预测时长适应性差的问题,引入小波多尺度分析方法,形成了一种基于小波变换与改进自回归的组合预测模型,通过对历史数据进行分解变换、重构、子序列预测及预测数据合成实现了对升沉运动的在线多步预测。对平稳随机波形和船舶实测非平稳波形的理论测试与实验结果表明:该组合模型具有良好的预测性能,能有效减少由于升沉运动信号检测滞后而引起的海洋升沉补偿系统控制误差。

基于阻抗重塑的虚拟同步机次同步振荡抑制方法

虚拟同步机通过模拟转子运动方程从而使电力电子装置具有同步发电机的惯性和阻尼特性。然而,虚拟同步机与串联电容补偿电网连接时易发生次同步振荡。针对该问题,该文首先建立虚拟同步机与串联电容补偿电网的序阻抗模型,其次,采用伯德图分析次同步振荡发生的机理,研究传统有源阻尼方法的局限性。在此基础上,提出一种基于阻抗重塑的虚拟同步机次同步振荡抑制方法。在虚拟同步机阻尼系数的反馈回路中增加阻抗重塑控制器,进而利用伯德图分析改进系统的阻抗特性。该阻抗重塑方法可以减小虚拟同步机与串联电容补偿电网在低频段的阻抗相位差,有效抑制次同步振荡发生。相较于传统的有源阻尼控制方法,所提出的次同步振荡抑制方法可以较好的适应系统运行方式变化,并且不会引起虚拟同步机工作点偏移。最后,通过仿真和实验验证所提方法的有效性。

低压配电网用户相位识别方法研究

配电网由于负荷不均衡,会产生三相不平衡现象。该文提出一种用户相位识别和三相电流相位不平衡检测方法。该方法能够有效辨识同一台区下的用户相位,为用电信息采集和台区治理提供数据基础。考虑到电力信号的动态特性,首先借助泰勒级数来近似表示信号的时变相量;其次联立窗内每个数据点对应的关系方程,并通过最小二乘法求解出泰勒系数,得到精准的相量测量值,然后对用户与变压器处的相位分别进行相移与相位补偿;最后通过比较两者的相位差与所设阈值之间的关系实现用户相位归属关系识别。完成用户的相位识别之后,通过变压器低压侧三相电流的相位差值可判断配电网三相电流相位的不平衡情况,为配电网三相不平衡时的换相、电网重构等措施提供监测分析数据。仿真结果表明,文章所提方法在频率偏移条件下,可以实现台区用户相位的准确识别,而在谐波干扰条件下,识别成功率均高于90%。相比于传统的用户与变压器电压相关性分析方法,所提方法识别精度和鲁棒性均得到较大提升。