Event-Based Networked Islanding Detection for Distributed Solar PV Generation Systems

This paper proposes an event-based networked set-membership filtering method to detect islanding fault for distributed grid-connected solar photovoltaic generation systems. The method enables each set-membership filter to offer an ellipsoidal estimation set, which is used to judge whether or not the islanding fault happens. When islanding fault happens, the intersection of the ellipsoids is empty, and when islanding fault is free, the intersection of the ellipsoids is nonempty. In the filtering scheme, a novel event-triggered mechanism is proposed to reduce the transmission frequency for saving the communication resources. The condition of the existence of the set-membership algorithm is derived by a time-varying convex optimization approach. A simulation experiment and a comparative experiment are provided using Sim-Power-Systems implementation based on a 2-kW single-phase grid-connected power generation system to illustrate the effectiveness of the proposed method for the detection of the islanding fault and the reduction of the resource consumption, respectively.

[1]  P. Varaiya,et al.  Ellipsoidal Toolbox (ET) , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[2]  Emilio Figueres,et al.  Review of anti-islanding techniques in distributed generators , 2010 .

[3]  Zhe Chen,et al.  A Simple Adaptive Overcurrent Protection of Distribution Systems With Distributed Generation , 2011, IEEE Transactions on Smart Grid.

[4]  A Yazdani,et al.  Investigation of the Local Passive Anti-Islanding Scheme in a Distribution System Embedding a PMSG-Based Wind Farm , 2011, IEEE Transactions on Power Delivery.

[5]  Bin Wu,et al.  Improved Active Frequency Drift Anti-islanding Detection Method for Grid Connected Photovoltaic Systems , 2012, IEEE Transactions on Power Electronics.

[6]  G. Nikolakopoulos,et al.  Stator winding short circuit fault detection based on set membership identification for three phase induction motors , 2012, 2012 20th Mediterranean Conference on Control & Automation (MED).

[7]  Fuwen Yang,et al.  Robust set-membership filtering for systems with missing measurement: a linear matrix inequality approach , 2012, IET Signal Process..

[8]  Dong Yue,et al.  Event-based fault detection for networked systems with communication delay and nonlinear perturbation , 2013, J. Frankl. Inst..

[9]  Vicenç Puig,et al.  Nonlinear set-membership identification and fault detection using a Bayesian framework: Application to the wind turbine benchmark , 2013, 52nd IEEE Conference on Decision and Control.

[10]  Minrui Fei,et al.  Networked ℋ∞ filtering for discrete linear systems with a periodic event-triggering communication scheme , 2013, IET Signal Process..

[11]  Bo Zhou,et al.  A New Nonlinear Set Membership Filter Based on Guaranteed Bounding Ellipsoid Algorithm , 2013 .

[12]  Heng Wang,et al.  Robust fault detection using set membership estimation and T-S fuzzy neural network , 2013, 2013 American Control Conference.

[13]  Taskin Koçak,et al.  A Survey on Smart Grid Potential Applications and Communication Requirements , 2013, IEEE Transactions on Industrial Informatics.

[14]  Donghua Zhou,et al.  Event-triggered fault estimation for nonlinear systems with missing measurements , 2014, Proceedings of the 33rd Chinese Control Conference.

[15]  Byunggyu Yu An improved islanding detection method based on correlation technique using reactive power variation: AN IMPROVED ISLANDING DETECTION METHOD BASED ON CORRELATION , 2014 .

[16]  Fuwen Yang,et al.  A novel islanding fault detection for distributed generation systems , 2014 .

[17]  Mehdi Ferdowsi,et al.  An Event-Based Simulation Framework to Examine the Response of Power Grid to the Charging Demand of Plug-In Hybrid Electric Vehicles , 2014, IEEE Transactions on Industrial Informatics.

[18]  José Luis Guzmán,et al.  Generalized Predictive Control With Actuator Deadband for Event-Based Approaches , 2014, IEEE Transactions on Industrial Informatics.

[19]  Didier Dumur,et al.  Sensor fault detection and diagnosis using zonotopic set-membership estimation , 2014, 22nd Mediterranean Conference on Control and Automation.

[20]  Shengyuan Xu,et al.  Reachable set estimation for discrete‐time linear systems with time delays , 2015 .

[21]  Donghua Zhou,et al.  Event-Based Distributed Filtering With Stochastic Measurement Fading , 2015, IEEE Transactions on Industrial Informatics.

[22]  Qing-Long Han,et al.  Event-Based Set-Membership Leader-Following Consensus of Networked Multi-Agent Systems Subject to Limited Communication Resources and Unknown-But-Bounded Noise , 2017, IEEE Transactions on Industrial Electronics.

[23]  Fuwen Yang,et al.  Event-Based Distributed $H_{\infty }$ Filtering Networks of 2-DOF Quarter-Car Suspension Systems , 2016, IEEE Transactions on Industrial Informatics.