Massively Parallel Modeling of Battery Energy Storage Systems for AC/DC Grid High-Performance Transient Simulation

被引:5
作者
Lin, Ning [1 ]
Cao, Shiqi [2 ]
Dinavahi, Venkata [2 ]
机构
[1] Powertech Labs Inc, Surrey, BC V3W 7R7, Canada
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2R3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
AC/DC grid; battery energy storage; electromagnetic transients; graphics processing unit; high-performance computing; parallel processing; power system transient stability; STABILITY; IMPLEMENTATION;
D O I
10.1109/TPWRS.2022.3196286
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Extensive integration of power electronics apparatuses complicates the modern power grid and consequently necessitates time-domain transients study for its planning and operation. In this work, a heterogeneous computing architecture utilizing the CPU and graphics processing unit (GPU) is proposed for the efficient study of interactions between a power grid network and massive utility-scale battery energy storage systems (BESSs). The device-level electromagnetic transient (EMT) simulation aiming at enhanced fidelity of the BESS is conducted simultaneously with electro-mechanical transient stability (TS) simulation which suffices system-level dynamic security assessment. Since the reservation of a large amount of energy storage units is computationally intensive for the CPU, the concurrent multi-streaming, multithreading capability of GPU is exploited to achieve asynchronous sequential-parallel processing, so that the proposed EMT-TS cosimulation can flexibly harness all available computing resources. The multi-rate scheme is adopted for further computational burden alleviation in addition to achieving timely information exchange. It shows that the heterogeneous computation of an IEEE 118-bus system integrated with a substantial number of distributed batteries becomes feasible following the achievement of a remarkable speedup of over 200, and the device- as well as system-level accuracy are validated by MATLAB/Simulink and DSAToolsTM/TSAT simulation, respectively.
引用
收藏
页码:2736 / 2747
页数:12
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