Implementation of predictive spectrum control of a LC filter using ADMM

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23220%2F17%3A43932724" target="_blank" >RIV/49777513:23220/17:43932724 - isvavai.cz</a>

Výsledek na webu

<a href="http://ieeexplore.ieee.org/document/8071272/" target="_blank" >http://ieeexplore.ieee.org/document/8071272/</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/PRECEDE.2017.8071272" target="_blank" >10.1109/PRECEDE.2017.8071272</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Implementation of predictive spectrum control of a LC filter using ADMM

Popis výsledku v původním jazyce

Constraints on current spectrum are common in many applications of power electronics such as power systems or traction applications. Model predictive control theory for systems with spectrum constraints has been recently developed. However, the implied optimization problem is the quadratically and linearly constrained quadratic programming (QLCQP) which is too complex to be directly implemented on short sampling periods common in power electronics. We are investigating the use of the alternating direction method of multipliers (ADMM) for QLCQP. This method allows for parallel processing which would allow its efficient implementation of a FPGA. On the problem of spectrum control of a LC filter, we study sensitivity of the method to its parameters to select the best possible parametrization and check suitability of its for implementation in FPGA.

Název v anglickém jazyce

Implementation of predictive spectrum control of a LC filter using ADMM

Popis výsledku anglicky

Constraints on current spectrum are common in many applications of power electronics such as power systems or traction applications. Model predictive control theory for systems with spectrum constraints has been recently developed. However, the implied optimization problem is the quadratically and linearly constrained quadratic programming (QLCQP) which is too complex to be directly implemented on short sampling periods common in power electronics. We are investigating the use of the alternating direction method of multipliers (ADMM) for QLCQP. This method allows for parallel processing which would allow its efficient implementation of a FPGA. On the problem of spectrum control of a LC filter, we study sensitivity of the method to its parameters to select the best possible parametrization and check suitability of its for implementation in FPGA.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20201 - Electrical and electronic engineering

Projekt

<a href="/cs/project/LO1607" target="_blank" >LO1607: RICE – Nové technologie a koncepce pro inteligentní průmyslové systémy</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2017

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings PRECEDE 2017 : 2017 IEEE International Symposium on Predictive Control of Electrical Drives and Power Electronics (PRECEDE)

ISBN

978-1-5386-0507-3

ISSN

—

e-ISSN

neuvedeno

Počet stran výsledku

5

Strana od-do

78-82

Název nakladatele

IEEE

Místo vydání

Piscataway

Místo konání akce

Pilsen, Czech republic

Datum konání akce

4. 9. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—