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Protection Challenges Under Bulk Penetration of Renewable Energy Resources in Power Systems:A Review 被引量:47
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作者 Vishnuvardhan Telukunta Janmejaya Pradhan +1 位作者 Anubha Agrawal Manohar Singh 《CSEE Journal of Power and Energy Systems》 SCIE 2017年第4期365-379,共15页
Among different sources of alternate energy,wind and solar are two prominent and promising alternatives to meet the future electricity needs for mankind.Generally,these sources are integrated at the distribution utili... Among different sources of alternate energy,wind and solar are two prominent and promising alternatives to meet the future electricity needs for mankind.Generally,these sources are integrated at the distribution utilities to supply the local distribution customers.If the power generated by these sources is bulk,then they are either integrated at the distribution/transmission level or may be operated in an island mode if feasible.The integration of these renewables in the power network will change the fault level and network topologies.These fault levels are intermittent in nature and existing protection schemes may fail to operate because of their pre-set condition.Therefore,the design and selection of a proper protection scheme is very much essential for reliable control and operation of renewable integrated power systems.Depending upon the level of infeed and location of the renewable integration,the protection requirements are different.For low renewable infeed at the distribution level,the existing relay settings are immune from any small change in the network fault current from new incoming renewables.However,bulk renewable infeed requires modification in the existing protection schemes to accommodate the fault current variation from the incoming renewables.For bulk penetration of the renewable,the requirement of modified/additional protection schemes is unavoidable.Adaptive relaying and non-adaptive relaying schemes are discussed in the literature for protection of power networks,which are experiencing dynamic fault currents and frequent changing network topologies.This article presents a detailed review of protection schemes for renewable integrated power networks which includes distribution,transmission and microgrid systems.The merits and demerits of these protection schemes are also identified in this article for the added interest of the readers.The visible scope of advance protection schemes which may be suitable for providing reliable protection for dynamic fault current networks is also explored. 展开更多
关键词 Adaptive relaying distribution systems distance protection doubly fed induction generator MICROGRID PROTECTION renewable energy source
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Design,analysis and control of hybrid excited doubly salient stator-permanent-magnet motor 被引量:16
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作者 ZHU XiaoYong1,2 & CHENG Ming1 1 Engineering Research Center for Motion Control of MOE,School of Electrical Engineering,Southeast University,Nanjing 210096,China 2 School of Electrical and Information Engineering,Jiangsu University,Zhenjiang 212013,China 《Science China(Technological Sciences)》 SCIE EI CAS 2010年第1期188-199,共12页
In this paper,a new hybrid excited doubly salient stator-permanent-magnet motor is proposed,where both permanent magnets and DC field windings are located in the stator.In theory,the mathematical model and design meth... In this paper,a new hybrid excited doubly salient stator-permanent-magnet motor is proposed,where both permanent magnets and DC field windings are located in the stator.In theory,the mathematical model and design method of the motor are developed.The corresponding output power equation and the relationship between the flux control capability and the extended speed range are deduced in details.By using an efficient "one-step" three-dimensional(3D) finite element method,the electromagnetic performances are analyzed,in which the leakage flux outside the stator circumference and end-effect are taken into account.Based on the operation principle of the motor,the control strategy and scheme are developed and implemented experimentally.Both experimental results and finite element analysis show that the proposed motor not only maintains the advantages of doubly salient permanent magnet motors,but also offers high energy efficiency over a wide speed range,which makes the motor an interesting candidate for electric vehicles. 展开更多
关键词 STATOR PERMANENT MAGNET MOTOR hybrid excitation doubly salient finite element method flux WEAKENING control
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电网电压跌落下双馈风力发电机组暂态性能的比较分析 被引量:14
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作者 李辉 叶仁杰 +2 位作者 韩力 王荷生 Chen Z 《太阳能学报》 EI CAS CSCD 北大核心 2010年第6期775-781,共7页
为了较全面地研究不同运行工况下并网双馈风力发电机组的暂态运行性能,该文基于双馈发电机电磁暂态模型,采用等效集中质量法,建立了考虑风力机和发电机之间传动轴扭转柔性的风力机两个质量块等效模型。在此基础上,基于定子电压定向的矢... 为了较全面地研究不同运行工况下并网双馈风力发电机组的暂态运行性能,该文基于双馈发电机电磁暂态模型,采用等效集中质量法,建立了考虑风力机和发电机之间传动轴扭转柔性的风力机两个质量块等效模型。在此基础上,基于定子电压定向的矢量控制策略,对风电机组在不同风力机输出转矩、不同电网电压跌落和不同故障持续时间下分别进行了暂态运行性能的仿真,并对风力机不同质量块等效模型的结果进行比较。结果表明,双馈风力发电机组暂态性能与风力机传动链柔性、电压跌落程度和故障持续时间等密切相关。 展开更多
关键词 电网 电压跌落 双馈发电机 风力发电机组 暂态性能 比较分析 DIP GRID WIND TURBINE doubly FED INDUCTION GENERATOR ANALYSIS 风力机 运行性能 等效模型 持续时间 质量块 矢量控制策略 定子电压定向 电磁暂态模型 集中质量法
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Impact of increased wind power generation on subsynchronous resonance of turbine-generator units 被引量:13
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作者 Jing LI Xiao-Ping ZHANG 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2016年第2期219-228,共10页
With more and more wind power generation integrated into power grids to replace the conventional turbine-generator (T-G) units,how the subsynchronous resonance (SSR) of conventional T-G units is affected becomes an im... With more and more wind power generation integrated into power grids to replace the conventional turbine-generator (T-G) units,how the subsynchronous resonance (SSR) of conventional T-G units is affected becomes an important technical issue.In this paper,a group of T-G units are interconnected with a series compensated transmission line,and some units are substituted by a nearby DFIG-based wind farm (WF).Under such circumstances,the SSR of power systems would change accordingly.This paper establishes the mathematical model to analyze the torsional interaction (TI) and the induction generator effect of the T-G units.Both eigenvalue analysis and time domain simulations demonstrate the impact of DFIG-based WF on SSR of power systems and how the control parameters of wind farms can affect the SSR. 展开更多
关键词 Subsynchronous resonance(SSR) doubly fed induction generator(DFIG) Torsional interaction(TI) Induction machine effect(IGE)
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Modified vector controlled DFIG wind energy system based on barrier function adaptive sliding mode control 被引量:13
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作者 Tummala S.L.V.Ayyarao 《Protection and Control of Modern Power Systems》 2019年第1期34-41,共8页
Increased penetration of wind energy systems has serious concerns on power system stability. In spite of several advantages, doubly fed induction generator (DFIG) based wind energy systems are very sensitive to grid d... Increased penetration of wind energy systems has serious concerns on power system stability. In spite of several advantages, doubly fed induction generator (DFIG) based wind energy systems are very sensitive to grid disturbances. DFIG system with conventional vector control is not robust to disturbances as it is based on PI controllers. The objective of this paper is to design a new vector control that is robust to external disturbances. To achieve this, inner current loop of the conventional vector control is replaced with sliding mode control. In order to avoid chattering effect and achieve finite time convergence, the control gains are selected based on positive semi-definite barrier function. The proposed barrier function adaptive sliding mode (BFASMC) is evaluated by testing it on a benchmark multi-machine power system model under various operating conditions. The simulated results show that the proposed method is robust to various disturbances. 展开更多
关键词 doubly fed induction generator(DFIG) Wind power generation Sliding mode control Robust control
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DFIG sliding mode control fed by back-to-back converter with DC-link voltage control for variable wind turbine PWM speed 被引量:8
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作者 Youcef BEKAKRA Djilani BEN ATTOUS 《Frontiers in Energy》 SCIE CSCD 2014年第3期345-354,共10页
This paper proposes an indirect power control of doubly fed induction generator (DFIG) with the rotor connected to the electric grid through a back-to-back pulse width modulation (PWM) converter for variable speed... This paper proposes an indirect power control of doubly fed induction generator (DFIG) with the rotor connected to the electric grid through a back-to-back pulse width modulation (PWM) converter for variable speed wind power generation. Appropriate state space model of the DFIG is deduced. An original control strategy based on a variable structure control theory, also called sliding mode control, is applied to achieve the control of the active and reactive power exchanged between the stator of the DFIG and the grid. A proportional-integral-(P1) controller is used to keep the DC-link voltage constant for a back-to-back PWM converter. Simulations are conducted for validation of the digital controller operation using Matlab/Simulink software. 展开更多
关键词 doubly fed induction generator (DFIG) windturbine back-to-back pulse width modulation (PWM) DC-link voltage sliding mode control
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A Generalized Existence Theorem of Backward Doubly Stochastic Differential Equations 被引量:7
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作者 Qian LIN 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2010年第8期1525-1534,共10页
In this paper, we deal with a class of one-dimensional backward doubly stochastic differential equations (BDSDEs). We obtain a generalized comparison theorem and a generalized existence theorem of BDSDEs.
关键词 Backward doubly stochastic differential equations comparison theorem existence theorem backward stochastic integral
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Cauchy problem and initial traces for a doubly nonlinear degenerate parabolic equation 被引量:6
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作者 赵俊宁 徐中海 《Science China Mathematics》 SCIE 1996年第7期673-684,共12页
The Cauchy problem and initial traces for the doubly degenerate parabolic equationsare studied. Under certain growth condition on the initial datum u0(x) as the existence of solution is proved. The results obtained ar... The Cauchy problem and initial traces for the doubly degenerate parabolic equationsare studied. Under certain growth condition on the initial datum u0(x) as the existence of solution is proved. The results obtained are optimal in the dass of nonnegative locally bounded solution, for which a Harnack-type inequality holds. 展开更多
关键词 INITIAL TRACES CAUCHY problem doubly DEGENERATE parabolic equations.
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Analysis and control of novel split-winding doubly salient permanent magnet motor for adjustable speed drive 被引量:6
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作者 程明 周鹗 《Science China(Technological Sciences)》 SCIE EI CAS 2001年第4期353-364,共12页
In this paper, a novel split-winding doubly salient permanentmagnet (DSPM) motor is proposed and the theoretical and experimental studies on the magnetic field, static characteristics and control strategy of this moto... In this paper, a novel split-winding doubly salient permanentmagnet (DSPM) motor is proposed and the theoretical and experimental studies on the magnetic field, static characteristics and control strategy of this motor are carried out. The steady-state and dynamic models are presented and the output power equation is derived. The feasibility of extending the operation range of the DSPM motor by using split-windings is proved. The finite element method is used to analyze the magnetic field, in which the leakage flux outside the stator circumference is taken into account. Based on the operation principle and the static characteristics of the motor, the control strategy and scheme are developed and implemented in a microcomputer-based controller. According to the features of the 4-phase 8/6-pole DSPM motor, a half-bridge power converter without neutral is adopted to reduce the number of power devices and to eliminate the problem of voltage unbalance in the split capacitors. The experimental results on the prototype machine not only verify the theoretical analysis, but also show that the proposed DSPM motor drive possesses good steady-state and dynamic performances, offering high efficiency over wide power range, and that the split-winding topology can effectively extend the operation range of the DSPM motor. 展开更多
关键词 doubly salient permanent magnet motor variable speed drive control strategy split-winding finite element leakage flux INDUCTANCE
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Channel Estimation for OTFS System over Doubly Spread Sparse Acoustic Channels 被引量:4
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作者 Yang Zhang Qunfei Zhang +1 位作者 Chengbing He Chao Long 《China Communications》 SCIE CSCD 2023年第1期50-65,共16页
This paper addresses sparse channels estimation problem for the generalized linear models(GLM)in the orthogonal time frequency space(OTFS)underwater acoustic(UWA)system.OTFS works in the delay-Doppler domain,where tim... This paper addresses sparse channels estimation problem for the generalized linear models(GLM)in the orthogonal time frequency space(OTFS)underwater acoustic(UWA)system.OTFS works in the delay-Doppler domain,where timevarying channels are characterized as delay-Doppler impulse responses.In fact,a typical doubly spread UWA channel is associated with several resolvable paths,which exhibits a structured sparsity in the delayDoppler domain.To leverage the structured sparsity of the doubly spread UWA channel,we develop a structured sparsity-based generalized approximated message passing(GAMP)algorithm for reliable channel estimation in quantized OTFS systems.The proposed algorithm has a lower computational complexity compared to the conventional Bayesian algorithm.In addition,the expectation maximum algorithm is employed to learn the sparsity ratio and the noise variance.Simulation and experimental results show that the proposed algorithm has superior performance and low computational complexity for quantized OTFS systems. 展开更多
关键词 OTFS doubly spread UWA channel delay-Doppler domain GAMP
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Review of sub-synchronous interaction in wind integrated power systems: classification, challenges, and mitigation techniques 被引量:4
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作者 Neevatika Verma Narendra Kumar +2 位作者 Saket Gupta Hasmat Malik Fausto Pedro García Márquez 《Protection and Control of Modern Power Systems》 SCIE EI 2023年第2期13-38,共26页
Emerging sub-synchronous interactions(SSI)in wind-integrated power systems have added intense attention after numerous incidents in the US and China due to the involvement of series compensated transmission lines and ... Emerging sub-synchronous interactions(SSI)in wind-integrated power systems have added intense attention after numerous incidents in the US and China due to the involvement of series compensated transmission lines and power electronics devices.SSI phenomenon occurs when two power system elements exchange energy below the synchro-nous frequency.SSI phenomenon related to wind power plants is one of the most significant challenges to main-taining stability,while SSI phenomenon in practical wind farms,which has been observed recently,has not yet been described on the source of conventional SSI literature.This paper first explains the traditional development of SSI and its classification as given by the IEEE,and then it proposes a classification of SSI according to the current research status,reviews several mitigation techniques and challenges,and discusses analysis techniques for SSI.The paper also describes the effect of the active damping controllers,control scheme parameters,degree of series compensation,and various techniques used in wind power plants(WPPs).In particular,a supplementary damping controller with converter controllers in Doubly Fed Induction Generator based WPPs is briefly pronounced.This paper provides a real-istic viewpoint and a potential outlook for the readers to properly deal with SSI and its mitigation techniques,which can help power engineers for the planning,economical operation,and future expansion of sustainable development. 展开更多
关键词 Damping controller doubly fed induction generator(DFIG) Series compensations Sub-synchronous interactions(SSI) Sub-synchronous resonance(SSR)
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Extinction and Positivity for a Doubly Nonlinear Degenerate Parabolic Equation 被引量:5
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作者 Hong Jun YUAN Song Zhe LIAN Chun Ling CAO Wen Jie GAO Xiao Jing XU 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2007年第10期1751-1756,共6页
The aims of this paper are to discuss the extinction and positivity for the solution of the initial boundary value problem and Cauchy problem of ut = div([↓△u^m|p-2↓△u^m). It is proved that the weak solution wi... The aims of this paper are to discuss the extinction and positivity for the solution of the initial boundary value problem and Cauchy problem of ut = div([↓△u^m|p-2↓△u^m). It is proved that the weak solution will be extinct for 1 〈 p ≤ 1 + 1/m and will be positive for p 〉 1 + 1/m for large t, where m 〉 0. 展开更多
关键词 doubly degenerate equation evolution equation EXTINCTION POSITIVITY
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The Exterior Tricomi Problem for Generalized Mixed Equations with Parabolic Degeneracy 被引量:4
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作者 Guo Chun WEN 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2006年第5期1385-1398,共14页
This paper deals with the exterior Tricomi problem for generalized mixed equations with parabolic degeneracy. Firstly the representation of solutions of the problem for the equations is given, and then the uniqueness ... This paper deals with the exterior Tricomi problem for generalized mixed equations with parabolic degeneracy. Firstly the representation of solutions of the problem for the equations is given, and then the uniqueness and existence of solutions are proved by a new method. 展开更多
关键词 Exterior Tricomi problem Equations of mixed type doubly connected domain
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EXACT SOLUTION FOR ORTHOTROPIC MATERIALS WEAKENED BY DOUBLY PERIODIC CRACKS OF UNEQUAL SIZE UNDER ANTIPLANE SHEAR 被引量:4
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作者 Junhua Xiao Chiping Jiang 《Acta Mechanica Solida Sinica》 SCIE EI 2009年第1期53-63,共11页
Orthotropic materials weakened by a doubly periodic array of cracks under far-field antiplane shear are investigated, where the fundamental cell contains four cracks of unequal size. By applying the mapping technique,... Orthotropic materials weakened by a doubly periodic array of cracks under far-field antiplane shear are investigated, where the fundamental cell contains four cracks of unequal size. By applying the mapping technique, the elliptical function theory and the theory of analytical function boundary value problems, a closed form solution of the whole-field stress is obtained. The exact formulae for the stress intensity factor at the crack tip and the effective antiplane shear modulus of the cracked orthotropic material are derived. A comparison with the finite element method shows the efficiency and accuracy of the present method. Several illustrative examples are provided, and an interesting phenomenon is observed, that is, the stress intensity factor and the dimensionless effective modulus are independent of the material property for a doubly periodic cracked isotropic material, but depend strongly on the material property for the doubly periodic cracked orthotropic material. Such a phenomenon for antiplane problems is similar to that for in-plane problems. The present solution can provide benchmark results for other numerical and approximate methods. 展开更多
关键词 orthotropic material a doubly periodic array of cracks antiplane shear boundary value problem stress intensity factor effective modulus
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Dynamic contribution of variable-speed wind energy conversion system in system frequency regulation 被引量:4
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作者 Yajvender Pal VERMA Ashwani KUMAR 《Frontiers in Energy》 CSCD 2012年第2期184-192,共9页
Frequency regulation in a generation mix having large wind power penetration is a critical issue, as wind units isolate from the grid during disturbances with advanced power electronics controllers and reduce equivale... Frequency regulation in a generation mix having large wind power penetration is a critical issue, as wind units isolate from the grid during disturbances with advanced power electronics controllers and reduce equivalent system inertia. Thus, it is important that wind turbines also contribute to system frequency control. This paper examines the dynamic contribution of doubly fed induction generator (DFIG)-based wind turbine in system frequency regulation. The modified inertial support scheme is proposed which helps the DFIG to provide the short term transient active power support to the grid during transients and arrests the fall in frequency. The frequency deviation is considered by the controller to provide the inertial control. An additional reference power output is used which helps the DFIG to release kinetic energy stored in rotating masses of the turbine. The optimal speed control parameters have been used for the DFIG to increases its participation in frequency control. The simulations carried out in a two-area interconnected power system demonstrate the contribution of the DFIG in load frequency control. 展开更多
关键词 doubly fed induction generator (DFIG) load frequency control inertial control wind energy conversion system (WECS)
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On Existence of Entropy Solution for a Doubly Nonlinear Differential Equation with L1 -Data
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作者 Safimba Soma Mohamed Bance 《Journal of Applied Mathematics and Physics》 2023年第12期4092-4127,共36页
We consider a class of doubly nonlinear history-dependent problems having a convection term and a pseudomonotone nonlinear diffusion operator associated an equation of the type ?<sub>t</sub>(k * (b(v) - b(... We consider a class of doubly nonlinear history-dependent problems having a convection term and a pseudomonotone nonlinear diffusion operator associated an equation of the type ?<sub>t</sub>(k * (b(v) - b(v<sub>0</sub>))) - div(a(x,Dv) + F(v)) = f where the right hand side belongs to L<sup>1</sup>. The kernel k belongs to the large class of PC kernels. In particular, the case of fractional time derivatives of order α ∈ (0,1) is included. Assuming b nondecreasing with L<sup>1</sup>-data, we prove existence in the framework of entropy solutions. The approach adopted for the proof is based on a several step approximation method and by using a result in the case of a strictly increasing b. 展开更多
关键词 Fractional Time Derivative Nonlinear Volterra Equation doubly Nonlinear Entropy Solution
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Adaptive fractional integral terminal sliding mode power control of UPFC in DFIG wind farm penetrated multimachine power system 被引量:6
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作者 P.K.Dash R.K.Patnaik S.P.Mishra 《Protection and Control of Modern Power Systems》 2018年第1期79-92,共14页
With an aim to improve the transient stability of a DFIG wind farm penetrated multimachine power system(MPN),an adaptive fractional integral terminal sliding mode power control(AFITSMPC)strategy has been proposed for ... With an aim to improve the transient stability of a DFIG wind farm penetrated multimachine power system(MPN),an adaptive fractional integral terminal sliding mode power control(AFITSMPC)strategy has been proposed for the unified power flow controller(UPFC),which is compensating the MPN.The proposed AFITSMPC controls the dq-axis series injected voltage,which controls the admittance model(AM)of the UPFC.As a result the power output of the DFIG stabilizes which helps in maintaining the equilibrium between the electrical and mechanical power of the nearby generators.Subsequently the rotor angular deviation of the respective generators gets recovered,which significantly stabilizes the MPN.The proposed AFITSMPC for the admittance model of the UPFC has been validated in a DFIG wind farm penetrated 2 area 4 machine power system in the MATLAB environment.The robustness and efficacy of the proposed control strategy of the UPFC,in contrast to the conventional PI control is vindicated under a number of intrinsic operating conditions,and the results analyzed are satisfactory. 展开更多
关键词 Adaptive fractional integral terminal sliding mode power control doubly fed induction generator Multimachine power network Unified power flow controller
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The Doubly Truncated Generalized Log-Lindley Distribution
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作者 Abd-Elmoneim A. M. Teamah Hussin M. Elmenify 《Applied Mathematics》 2023年第7期481-495,共15页
The aim of this paper is to present generalized log-Lindely (GLL) distribution, as a new model, and find doubly truncated generalized log-Lindely (DTGLL) distribution, truncation in probability distributions may occur... The aim of this paper is to present generalized log-Lindely (GLL) distribution, as a new model, and find doubly truncated generalized log-Lindely (DTGLL) distribution, truncation in probability distributions may occur in many studies such as life testing, and reliability. We illustrate the applicability of GLL and DTGLL distributions by Real data application. The GLL distribution can handle the risk rate functions in the form of panich and increase. This property makes GLL useful in survival analysis. Various statistical and reliability measures are obtained for the model, including hazard rate function, moments, moment generating function, mean and variance, quantiles function, Skewness and kurtosis, mean deviations, mean inactivity time and strong mean inactivity time. The estimation of model parameters is justified by the maximum Likelihood method. An application to real data shows that DTGLL distribution can provide better suitability than GLL and some other known distributions. 展开更多
关键词 Log-Lindley Distribution Quantile Function Maximum Likelihood Estimation doubly Truncated
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Forward-backward doubly stochastic differential equations and related stochastic partial differential equations 被引量:6
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作者 ZHU QingFeng SHI YuFeng 《Science China Mathematics》 SCIE 2012年第12期2517-2534,共18页
The notion of bridge is introduced for systems of coupled forward-backward doubly stochastic differential equations (FBDSDEs). It is proved that if two FBDSDEs are linked by a bridge, then they have the same unique ... The notion of bridge is introduced for systems of coupled forward-backward doubly stochastic differential equations (FBDSDEs). It is proved that if two FBDSDEs are linked by a bridge, then they have the same unique solvability. Consequently, by constructing appropriate bridges, we obtain several classes of uniquely solvable FBDSDEs. Finally, the probabilistie interpretation for the solutions to a class of quasilinear stochastic partial differential equations (SPDEs) combined with algebra equations is given. One distinctive character of this result is that the forward component of the FBDSDEs is coupled with the backvzard variable. 展开更多
关键词 forward-backward doubly stochastic differential equations BRIDGE measurable solution stochasticpartial differential equations
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Reliability of a Multicomponent Stress-strength Model Based on a Bivariate Kumaraswamy Distribution with Censored Data
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作者 Cong-hua CHENG 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2024年第2期478-507,共30页
In this paper,we consider a system which has k statistically independent and identically distributed strength components and each component is constructed by a pair of statistically dependent elements with doubly type... In this paper,we consider a system which has k statistically independent and identically distributed strength components and each component is constructed by a pair of statistically dependent elements with doubly type-II censored scheme.These elements(X1,Y1),(X2,Y2),…,(Xk,Yk)follow a bivariate Kumaraswamy distribution and each element is exposed to a common random stress T which follows a Kumaraswamy distribution.The system is regarded as operating only if at least s out of k(1≤s≤k)strength variables exceed the random stress.The multicomponent reliability of the system is given by Rs,k=P(at least s of the(Z1,…,Zk)exceed T)where Zi=min(Xi,Yi),i=1,…,k.The Bayes estimates of Rs,k have been developed by using the Markov Chain Monte Carlo methods due to the lack of explicit forms.The uniformly minimum variance unbiased and exact Bayes estimates of Rs,k are obtained analytically when the common second shape parameter is known.The asymptotic confidence interval and the highest probability density credible interval are constructed for Rs,k.The reliability estimators are compared by using the estimated risks through Monte Carlo simulations. 展开更多
关键词 stress-strength model bivariate Kumaraswamy distribution multicomponent reliability doubly Type-II censored scheme interval estimation
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