Active Frequency Response Based on Model Predictive Control for Bulk Power System

To solve frequency stability problems caused by the high-power loss of ultra-high voltage faults and the high penetration levels of renewable energy, a method of active frequency response (AFR) based on model predictive control (MPC) for bulk power system is proposed. On the basis of the time-space...

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Veröffentlicht in:IEEE transactions on power systems Jg. 34; H. 4; S. 3002 - 3013
Hauptverfasser: Jin, Cuicui, Li, Weidong, Shen, Jiakai, Li, Ping, Liu, Liu, Wen, Kerui
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.07.2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Active frequency response
Computer simulation
Control
Control stability
Control systems
Control theory
Feedback control
Feedforward control
Frequency control
frequency nadir
Frequency response
Frequency stability
Generators
High voltages
model predictive control
Optimization
Power grids
Power loss
Power system stability
Predictive control
primary frequency control
Stability analysis
Time-frequency analysis
ISSN:0885-8950, 1558-0679
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Abstract To solve frequency stability problems caused by the high-power loss of ultra-high voltage faults and the high penetration levels of renewable energy, a method of active frequency response (AFR) based on model predictive control (MPC) for bulk power system is proposed. On the basis of the time-space distribution characteristics of the frequency in power system, a control framework of AFR is built, in which the frequency response control is transformed from decentralized feedback control to centralized feedforward control, and the theoretical basis for the coordination and optimization of multiple frequency regulation means is provided. By using MPC, not only the control hysteresis problems caused by the existing frequency response delay are overcome, but also the regulation characteristics of types of frequency regulation means and the operation constrains of power system are comprehensively considered. Furthermore, on the premise of ensuring system operation safety, the frequency response capability of power system is fully utilized. The analysis and simulation results for a two-area interconnected power system with multiple sources and a real large scale power system show that the proposed method is feasible and effective.
AbstractList To solve frequency stability problems caused by the high-power loss of ultra-high voltage faults and the high penetration levels of renewable energy, a method of active frequency response (AFR) based on model predictive control (MPC) for bulk power system is proposed. On the basis of the time-space distribution characteristics of the frequency in power system, a control framework of AFR is built, in which the frequency response control is transformed from decentralized feedback control to centralized feedforward control, and the theoretical basis for the coordination and optimization of multiple frequency regulation means is provided. By using MPC, not only the control hysteresis problems caused by the existing frequency response delay are overcome, but also the regulation characteristics of types of frequency regulation means and the operation constrains of power system are comprehensively considered. Furthermore, on the premise of ensuring system operation safety, the frequency response capability of power system is fully utilized. The analysis and simulation results for a two-area interconnected power system with multiple sources and a real large scale power system show that the proposed method is feasible and effective.
Author Shen, Jiakai
Wen, Kerui
Li, Weidong
Li, Ping
Liu, Liu
Jin, Cuicui
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Cites_doi 10.1109/TPWRS.2018.2799483
10.1109/TSTE.2010.2072938
10.1109/TSG.2014.2347401
10.1109/TCSI.2007.902542
10.1109/TPWRS.2017.2782792
10.1109/TPWRS.2005.857386
10.1049/iet-gtd.2011.0810
10.1109/TPWRS.2009.2037006
10.1109/TPWRS.2015.2503565
10.1109/TAC.2014.2298140
10.1016/j.ijepes.2013.06.029
10.1109/TPWRS.2008.2009398
10.1016/j.rser.2016.11.170
10.1109/TIE.2016.2613923
10.1109/TEC.2015.2417130
10.1109/JPROC.2005.846336
10.1109/MPE.2015.2432372
10.1109/TPWRS.2016.2619364
10.1109/TPWRS.2018.2809793
10.1109/TPWRS.2016.2605165
10.1109/JPROC.2009.2013613
10.1109/TIE.2016.2642882
10.1016/j.apenergy.2013.06.058
10.1109/TSTE.2013.2261567
10.1109/TSG.2010.2071889
10.1109/TPWRS.2014.2347047
10.1109/TSG.2016.2562672
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References ref13
ref12
ref15
ref14
ref31
ref30
ref11
ref10
anderson (ref18) 2003
ref2
ref17
ref19
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
soeterboek (ref29) 1992
ref8
ref7
huang (ref1) 0; 97
ref9
kundur (ref16) 1994
ref4
ref3
ref6
ref5
(ref27) 2012
References_xml – ident: ref17
  doi: 10.1109/TPWRS.2018.2799483
– ident: ref8
  doi: 10.1109/TSTE.2010.2072938
– ident: ref24
  doi: 10.1109/TSG.2014.2347401
– ident: ref19
  doi: 10.1109/TCSI.2007.902542
– ident: ref25
  doi: 10.1109/TPWRS.2017.2782792
– year: 1992
  ident: ref29
  publication-title: Predictive Control&#x2014 A Unified Approach
– ident: ref20
  doi: 10.1109/TPWRS.2005.857386
– ident: ref12
  doi: 10.1049/iet-gtd.2011.0810
– ident: ref4
  doi: 10.1109/TPWRS.2009.2037006
– ident: ref31
  doi: 10.1109/TPWRS.2015.2503565
– year: 1994
  ident: ref16
  publication-title: Power System Stability and Control
– ident: ref5
  doi: 10.1109/TAC.2014.2298140
– ident: ref30
  doi: 10.1016/j.ijepes.2013.06.029
– ident: ref11
  doi: 10.1109/TPWRS.2008.2009398
– ident: ref2
  doi: 10.1016/j.rser.2016.11.170
– year: 2012
  ident: ref27
  article-title: Operational reserve ad hoc team report
– ident: ref14
  doi: 10.1109/TIE.2016.2613923
– ident: ref9
  doi: 10.1109/TEC.2015.2417130
– ident: ref23
  doi: 10.1109/JPROC.2005.846336
– ident: ref21
  doi: 10.1109/MPE.2015.2432372
– ident: ref13
  doi: 10.1109/TPWRS.2016.2619364
– ident: ref28
  doi: 10.1109/TPWRS.2018.2809793
– ident: ref3
  doi: 10.1109/TPWRS.2016.2605165
– volume: 97
  start-page: 555
  year: 0
  ident: ref1
  article-title: Ultra high voltage transmission in China: Developments, current status and future prospects
  publication-title: Proc IEEE
  doi: 10.1109/JPROC.2009.2013613
– year: 2003
  ident: ref18
  publication-title: Power Systems Control and Stability
– ident: ref15
  doi: 10.1109/TIE.2016.2642882
– ident: ref6
  doi: 10.1016/j.apenergy.2013.06.058
– ident: ref10
  doi: 10.1109/TSTE.2013.2261567
– ident: ref22
  doi: 10.1109/TSG.2010.2071889
– ident: ref26
  doi: 10.1109/TPWRS.2014.2347047
– ident: ref7
  doi: 10.1109/TSG.2016.2562672
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SubjectTerms Active frequency response
Computer simulation
Control
Control stability
Control systems
Control theory
Feedback control
Feedforward control
Frequency control
frequency nadir
Frequency response
Frequency stability
Generators
High voltages
model predictive control
Optimization
Power grids
Power loss
Power system stability
Predictive control
primary frequency control
Stability analysis
Time-frequency analysis
Title Active Frequency Response Based on Model Predictive Control for Bulk Power System
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