DING Zhaohao,YU Kaiyuan,WANG Cheng.Overload Risk Assessment of Power Transmission Line Considering Dynamic Line Rating[J].Automation of Electric Power Systems,2021,45(9):146-152.
DING Zhaohao,YU Kaiyuan,WANG Cheng.Overload Risk Assessment of Power Transmission Line Considering Dynamic Line Rating[J].Automation of Electric Power Systems,2021,45(9):146-152. DOI: 10.7500/AEPS20200716003.
Overload Risk Assessment of Power Transmission Line Considering Dynamic Line Rating
The purpose of dynamic line rating (DLR) technology is using dynamic environment parameters to calculate and set the ampere capacity of transmission lines. Compared with the setting method of the static line rating for transmission lines
the DLR technology can truly reflect the upper limit of real-time transmission power of the transmission line. However
the calculation of DLR values relies on environmental parameters that are highly uncertain and difficult to be accurately predicted
such as wind speed
solar radiation intensity and temperature. In other words
the upper limit of the maximum transmission power of the transmission line which is set according to the DLR mechanism is also uncertain. If the prediction deviation is too large
it may cause the transmission line overload
and even lead to the grid cascading fault. Therefore
this paper proposes a risk assessment method of power transmission line overload considering the DLR uncertainty. The uncertainty of the transmission line rating is described by the box uncertainty set
and the overload risk is taken as the assessment index to optimize the zero overload range of the transmission line. The evaluation problem in this paper mathematically belongs to a kind of two-stage robust optimization problem. The efficient solution of the model is realized by using column-and-constraints generation algorithm. Finally
the validity of the proposed model and algorithm is verified in the built test system.
WANG Tianzheng , ZHU Shijing , GUO Ruizhou , et al . Study on the dynamic current carrying capacity of the parallel grid line of Baihubao wind farm in Pinglu Shanxi province [J]. Power System Technology , 2016 , 40 ( 5 ): 1400 - 1405 .
IEEE standard for calculating the current-temperature relationship of bare overhead conductors: IEEE Std 738—2006 [S]. 2006 .
MICHIORRI A , NGUYEN H M , ALESSANDRINI S , et al . Forecasting for dynamic line rating [J]. Renewable and Sustainable Energy Reviews , 2015 , 52 : 1713 - 1730 .
WANG Y , YANG M , LIANG L , et al . Analysis on the DTR of transmission lines to improve the utilization of wind power [C]// IEEE Industry Applications Society Meeting , September 23 - 27 , 2018 , Portland , USA .
KARIMI S , MUSILEK P , KNIGHT A M . Dynamic thermal rating of transmission lines: a review [J]. Renewable and Sustainable Energy Reviews , 2018 , 91 : 600 - 612 .
WALLNERSTROM C J , HUANG Y , SODER L . Impact from dynamic line rating on wind power integration [J]. IEEE Transactions on Smart Grid , 2015 , 6 ( 1 ): 343 - 350 .
MO Yang . Study on the influence of temporal and spatial distribution of meteorological parameters on power grid operation state [D]. Jinan : Shandong University , 2019 .
NGUYEN H M , LILIEN J L , SCHELL P . Dynamic line rating and ampacity forecasting as the keys to optimise power line assets with the integration of res. the European project twenties demonstration inside central western Europe [C]// 22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013 ), June 10 - 13 , 2013 , Stockholm , Sweden .
QIU F , WANG J . Distributionally robust congestion management with dynamic line ratings [J]. IEEE Transactions on Power Systems , 2015 , 30 ( 4 ): 2198 - 2199 .
BUCHER M A , GÖRAN A . Robust corrective control measures in power systems with dynamic line rating [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 3 ): 2034 - 2043 .
CHENG W , RUI G , FENG Q , et al . Risk-based distributionally robust optimal power flow with dynamic line rating [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 6 ): 6074 - 6086 .
MA Guang , ZHANG Yining , CHEN Zhe , et al . Risk assessment method of AC-DC hybrid system with large scale wind power [J]. Power System Technology , 2019 , 43 ( 9 ): 3241 - 3252 .
CHEN Jiajia , ZHAO Yanlei , QI Baoxia , et al . Risk aversion assessment model of power system considering wind power prediction error [J]. Automation of Electric Power Systems , 2019 , 43 ( 3 ): 163 - 169 .
XIAO F , MCCALLEY J D . Power system risk assessment and control in a multi-objective framework [J]. IEEE Transactions on Power Systems , 2009 , 24 ( 1 ): 78 - 85 .
WANG C , LIU F , WANG J , et al . Risk-based admissibility assessment of wind generation integrated into a bulk power system [J]. IEEE Transaction on Sustainable Energy , 2016 , 7 ( 1 ): 325 - 336 .
ZHAO L , ZENG B . An exact algorithm for two-stage robust optimization with mixed integer recourse problems [EB/OL]. [ 2020-11-11 ]. http://www.optimization-online.org/DB_FILE/2012/01/3310.pdf http://www.optimization-online.org/DB_FILE/2012/01/3310.pdf .
ZENG B , ZHAO L . Solving two-stage robust optimization problems using a column-and-constraint generation method [J]. Operations Research Letters , 2013 , 41 ( 5 ): 457 - 461 .
ARROYO J M . Bilevel programming applied to power system vulnerability analysis under multiple contingencies [J]. IET Generation , Transmission & Distribution , 2010 , 4 ( 2 ): 178 - 190 .
MOHAMED Chaban , LIU Haoming , LI Weixing , et al . Calculation of available transmission capacity based on Benders decomposition algorithm under static security constraints [J]. Proceedings of the CSEE , 2003 , 23 ( 8 ): 8 - 12 .
ZHANG H , CHEN J , ZHANG Y . Optimal planning of integrated electricity and natural gas system based on C&CG algorithm [C]// 2019 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) , December 1 - 4 , 2019 , Macao , China .
Date of test system for risk assessment of transmission line considering dynamic line rating ampere capacity mechanism [EB/OL]. [ 2020-11-11 ]. https://sites.google.com/site/chengwang0617/home/data-sheet/dlrrisk https://sites.google.com/site/chengwang0617/home/data-sheet/dlrrisk .