Parallel massive-thread electromagnetic transient simulation on GPU

Zhou, Zhiyin; Dinavahi, Venkata

doi:10.1109/pesgm.2015.7285591

Cited by 17 publications

(16 citation statements)

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“…The approach presented by Zhou et al [13], used a special node mapping structure (NMS) to change the admittance matrix into a perfect block diagonal matrix. Although this approach has improved the performance of EMT simulations, there may be room for further acceleration.…”

Section: Emt Simulation Using Gpu-computingmentioning

confidence: 99%

“…Using several different test cases, the authors' earlier work [9], showed that GPU-based EMT simulation produces exactly the same result as the commercial tools. Other researchers also used this approach for creating large test cases [5], [12], [13], [30].…”

Section: Test Cases Used For Gpu Based Emt Simulationmentioning

confidence: 99%

“…The authors of this paper first reported GPU-based EMT simulation in 2011 [9] and further developments of the work were reported in [10], [11]. Recently Zhou et al [13] reported on another approach for GPU-based EMT simulation, known as Node Mapping J.K. Debnath and A.M. Gole are with the University of Manitoba, Winnipeg, MB, Canada R3T 5V6, Email: Aniruddha.Gole@umanitoba.ca.…”

Section: Introductionmentioning

confidence: 99%

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Graphics-Processing-Unit-Based Acceleration of Electromagnetic Transients Simulation

Debnath

Gole

Fung

2016

IEEE Trans. Power Delivery

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Section: Emt Simulation Using Gpu-computingmentioning

confidence: 99%

Section: Test Cases Used For Gpu Based Emt Simulationmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Graphics-Processing-Unit-Based Acceleration of Electromagnetic Transients Simulation

Debnath

Gole

Fung

2016

IEEE Trans. Power Delivery

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“…Donanım destekli benzeticiler, paralel işleme imkân tanıyan ve bünyesinde birçok işlemci bulunduran gerçek zamanlı benzetim gerçekleştirebilen platformlardır [5]. Bu platformlar; çok çekirdekli işlemciler [8], kişisel bilgisayar (PC) kümeleri [9], kullanıcı programlamalı kapı dizileri (FPGA'lar) [10], grafik kullanıcı ara yüzleri (GPU'lar) [11,12]…”

Section: Gi̇ri̇ş (Introduction)unclassified

Elektrikli Sürme Sistemlerinin Gerçek Zamanlı Döngüde Donanımsal Benzetimi ve Kalıcı mıknatıslı Bir Senkron Motor Sürücü Uygulaması

Erdoğan

2019

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım Ve Teknoloji

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In this study, the hardware used in real-time HIL simulation of electric drive systems are comparatively examined, and suitable platforms are suggested with respect to applications of electric drive systems. In the case study, a real-time simulation of vector controlled permanent magnet synchronous machine (PMSM) drive system is performed on a hybrid parallel hardware platform with an Intel core at 3.0 GHz and a field programmable gate array (FPGA), and the issues associated with the real-time simulation are discussed. Figure A. Schematic representation of HIL simulation of PMSM drive Purpose: This study aims at examining the real-time simulation hardware used in electric drive systems and performing a real-time simulation of vector controlled permanent magnet synchronous machine drive. In line with obtained experiences, it is also aimed at giving perspectives in choosing suitable simulation hardware for real-time hardware-in-the-loop (HIL) simulation of electric drive systems. Theory and Methods: Real-time HIL simulation hardware and their technologies for electric drive systems are comparatively examined and classified with respect to system scale and dynamic response time. A vector controlled PMSM drive model is then developed in Matlab/Simulink. The real-time simulation of the drive is finally performed on a multi-core, FPGA based parallel hardware platform. Results: The results have shown that a PMSM drive at 10 kHz can be simulated in real-time on multi-core, FPGA based hardware. The results are presented, and the issues associated with the real-time simulation are discussed in detail in Section 3. Conclusion: This results in this study has confirmed that the real-time HIL simulation of electric drive systems running up to several kHz, can be realized on multi-core based parallel hardware platforms. The drive systems running in the range of hundreds of kHz can require FPGAs in their real-time HIL simulation. In these applications, the real-time technologies which enable to use automatic HDL coder in generating VHDL / Verilog code like SIMULINK HDL coder can be advised for those who are not expert in developing HDL. GPUs or interconnected multi-FPGAs can be suggested for the real-time simulation of large scale electric drive systems with the system dynamics at milliseconds and microseconds.

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“…The authors of this paper first reported GPU-based EMT simulation in 2011 [9] and further developments of the work were reported in [10], [11]. Recently Zhou et al [13] reported on another approach for GPU-based EMT simulation, known as Node Mapping Structure (NMS). The approach presented in this paper is to speedup EMT simulation using GPU-based computing and is a potential alternative to the NMS algorithm.…”

Section: Introductionmentioning

confidence: 99%

Graphics processing unit based acceleration of electromagnetic transients simulation

Debnath

Gole

Fung

2016

2016 IEEE Power and Energy Society General Meeting (PESGM)

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Parallel massive-thread electromagnetic transient simulation on GPU

Cited by 17 publications

References 0 publications

Graphics-Processing-Unit-Based Acceleration of Electromagnetic Transients Simulation

Graphics-Processing-Unit-Based Acceleration of Electromagnetic Transients Simulation

Elektrikli Sürme Sistemlerinin Gerçek Zamanlı Döngüde Donanımsal Benzetimi ve Kalıcı mıknatıslı Bir Senkron Motor Sürücü Uygulaması

Graphics processing unit based acceleration of electromagnetic transients simulation

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