Dynamic multi-stage under frequency load shedding considering uncertainty of generation loss

Under frequency load shedding (UFLS) as a special protection scheme is executed to arrest declining frequency. The setting parameters of a multi-stage load shedding plan are determined using a discretised model of dynamic system frequency response considering uncertainty of generation loss. The proposed probabilistic UFLS plan is formulated as a mixed integer linear programming optimisation problem to minimise the expected amount of load curtailment. The uncertainty of the proposed discretised dynamic load shedding plan is modelled using the point estimate method, and the obtained results are compared with those of the Monte-Carlo simulation method (MCSM). The utilised point estimate technique converts the continuous probability distribution functions of the uncertain parameter (i.e. the generation loss) to discrete statistical moments. The proposed probabilistic UFLS is solved using the BONMIN solver. The performance of the proposed dynamic UFLS plan is investigated for the IEEE 39-bus test system.

[1]  Turaj Amraee,et al.  Probabilistic undervoltage load shedding using point estimate method , 2015 .

[2]  Byung Man Kwak,et al.  Efficient statistical tolerance analysis for general distributions using three-point information , 2002 .

[3]  Sri Niwas Singh,et al.  A Synchrophasor Assisted Frequency and Voltage Stability Based Load Shedding Scheme for Self-Healing of Power System , 2011, IEEE Transactions on Smart Grid.

[4]  Majid Sanaye-Pasand,et al.  New centralised adaptive load-shedding algorithms to mitigate power system blackouts , 2009 .

[5]  Rafael Mihalic,et al.  WAMS-Based Underfrequency Load Shedding With Short-Term Frequency Prediction , 2016, IEEE Transactions on Power Delivery.

[6]  P. M. Anderson,et al.  An adaptive method for setting underfrequency load shedding relays , 1992 .

[7]  D. Agoris,et al.  Method Combining ANNs and Monte Carlo Simulation for the Selection of the Load Shedding Protection Strategies in Autonomous Power Systems , 2006, IEEE Transactions on Power Systems.

[8]  U Rudez,et al.  Analysis of Underfrequency Load Shedding Using a Frequency Gradient , 2011, IEEE Transactions on Power Delivery.

[9]  Vladimir Terzija Adaptive underfrequency load shedding based on the magnitude of the disturbance estimation , 2006 .

[10]  M. Sanaye-Pasand,et al.  Enhancement of Power System Stability Using Adaptive Combinational Load Shedding Methods , 2011, IEEE Transactions on Power Systems.

[11]  Ahmed Eltom,et al.  Hardware Implementation of an Automatic Adaptive Centralized Underfrequency Load Shedding Scheme , 2014, IEEE Transactions on Power Delivery.

[12]  G. Hahn A modified Euler method for dynamic analyses , 1991 .

[13]  L. Rouco,et al.  Performance Analysis of UFLS Schemes of Small Isolated Power Systems , 2012, IEEE Transactions on Power Systems.

[14]  U Rudez,et al.  Monitoring the First Frequency Derivative to Improve Adaptive Underfrequency Load-Shedding Schemes , 2011, IEEE Transactions on Power Systems.

[15]  Ying-Yi Hong,et al.  Genetic-Based Underfrequency Load Shedding in a Stand-Alone Power System Considering Fuzzy Loads , 2012, IEEE Transactions on Power Delivery.

[16]  Majid Sanaye-Pasand,et al.  Power system stability enhancement using a new combinational load-shedding algorithm , 2011 .

[17]  R.N. Allan,et al.  Probabilistic Load Flow Considering Dependence Between Input Nodal Powers , 1984, IEEE Transactions on Power Apparatus and Systems.

[18]  E. Rosenblueth Point estimates for probability moments. , 1975, Proceedings of the National Academy of Sciences of the United States of America.

[19]  Rafael Mihalic,et al.  Probability-based approach for parametrisation of traditional underfrequency load-shedding schemes , 2015 .

[20]  F. Silvestro,et al.  Implementation and comparison of different under frequency load-shedding schemes , 2001, 2001 Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.01CH37262).

[21]  Emilio Rosenblueth,et al.  Two-point estimates in probabilities , 1981 .

[22]  P. Kundur,et al.  Definition and classification of power system stability IEEE/CIGRE joint task force on stability terms and definitions , 2004, IEEE Transactions on Power Systems.

[23]  Haozhong Cheng,et al.  Planning for distributed wind generation under active management mode , 2013 .

[24]  Luis Rouco,et al.  Representative Operating and Contingency Scenarios for the Design of UFLS Schemes , 2010, IEEE Transactions on Power Systems.

[25]  F. D. Galiana,et al.  Under-Frequency Load Shedding Via Integer Programming , 2012, IEEE Transactions on Power Systems.

[26]  Bakhtyar Hoseinzadeh,et al.  Adaptive Tuning of Frequency Thresholds Using Voltage Drop Data in Decentralized Load Shedding , 2015, IEEE Transactions on Power Systems.