Demand Response Based on Kalman-Filtering for the Frequency Control

다국어 초록 (Multilingual Abstract)

DR control can be incorporated with traditional frequency control methods to achieve better performance. However, in the frequency measurement process, disturbances may infl uence the precision of measured frequency, and further infl uence the control performance. In this paper, a hierarchical DR control strategy is considered for the frequency control. In order to reduce the infl uence of detection error, a Kalman-fi ltering based method is proposed. At last, the eff ectiveness of the proposed method is verifi ed by the testing results.

참고문헌 (Reference)

1 Mathieu JL, "State estimation and control of electric loads to manage real-time energy imbalance" 28 (28): 430-440, 2013

2 Pourmousavi SA, "Real-time central demand response for primary frequency regulation in microgrids" 3 (3): 1988-1996, 2012

3 Kundur P, "Power system stability and control" EPRI, Palo Alto 1994

4 Chengwei F, "Minimum frequency estimation of power system considering governor deadbands" 11 (11): 3814-3822, 2017

5 Izumi Y, "Load frequency control by using demand response with H∞ in isolated power systems" 656-661, 2012

6 Li Q, "Investigation on a methodology to detect instantaneous reactive and harmonic currents in single-phase systems" 3887-3891, 2008

7 Pourmousavi SA, "Introducing dynamic demand response in the LFC model" 29 (29): 1562-1572, 2014

8 Chang-Chie LR, "Incorporating demand response with spinning reserve to realize an adaptive frequency restoration plan for system contingencies" 3 (3): 1145-1153, 2012

9 Chang-Chie LR, "Incorporating demand response with spinning reserve to realize an adaptive frequency restoration plan for system contingencies" 3 (3): 1145-1153, 2012

10 Miroslav MB, "Frequency tracking in power network in the presence of harmonics" 8 (8): 480-486, 1993

11 Dash PK, "Frequency estimation distorted power system signals using extended complex kalman fi lter" 14 (14): 761-766, 1999

12 Thomas WP, "Evaluation of frequency tracking method" 16 (16): 367-371, 2001

13 Bao YQ, "Design of a hybrid hierarchical demand response control scheme for the frequency control" 9 (9): 2303-2310, 2015

14 Bao YQ, "Demand response for frequency control of multi-area power system" 5 (5): 20-29, 2017

15 Zadeh RA, "Combination of Kalman fi lter and least-error square techniques in power system" 25 : 2868-2880, 2010

16 Routray A, "A novel Kalman fi lter for frequency estimation of distorted signals in power system" 51 : 469-479, 2002

17 Malik A, "A hybrid control approach for regulating frequency through demand response" 210 : 1347-1362, 2018

18 Zhou W, "A frequency detection algorithm based on dq coordinate transformation" 1-4, 2010

19 Richard AW, "A Kalman fi ltering approach to rapidly detecting modal changes in power systems" 22 (22): 1698-1706, 2007