Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid

Yanbo Wang; Yanjun Tian; Xiongfei Wang; Zhe Chen; Yongdong Tan

doi:10.1049/cp.2014.0280

Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid

Yanbo Wang, Yanjun Tian, Xiongfei Wang, Zhe Chen, Yongdong Tan

AAU Energy

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

12 Citations (Scopus)

801 Downloads (Pure)

Abstract

State monitoring and analysis of distribution systems has become an urgent issue, and state estimation serves as an important tool to deal with it. In this paper, a Kalman-Filter-based state estimation method for a multi-bus islanded microgrid is presented. First, an overall small signal model with consideration of voltage performance and load characteristic is developed. Then, a Kalman-Filter-Based state estimation method is proposed to estimate system information instead of using communication facilities, where the estimator of each DG unit can dynamically obtain information of all the DG units as well as network voltages just by local voltage and current itself. The proposed estimation method is able to provide accurate states information to support system operation without any communication facilities. Simulation and experimental results are given for validating the proposed small signal model and state estimation method.

Original language	English
Title of host publication	Proceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014)
Number of pages	6
Publisher	Institution of Engineering and Technology
Publication date	Apr 2014
Pages	1-6
ISBN (Electronic)	978-1-84919-815-8
DOIs	https://doi.org/10.1049/cp.2014.0280
Publication status	Published - Apr 2014
Event	7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014 - Manchester, United Kingdom Duration: 8 Apr 2014 → 10 Apr 2014

Conference

Conference	7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014
Country/Territory	United Kingdom
City	Manchester
Period	08/04/2014 → 10/04/2014
Sponsor	ALTERA, Cummins Generator Technologies, Emerson Electric Co., et al., Knowledge Transfer Network KTN, OMICRON

Series	I E T Conference Publication Series
ISSN	0537-9989

Keywords

Droop control
Information exchange
Islanded microgrid
State estimation

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10.1049/cp.2014.0280

Kalman-Filter-Based State Estimation for System Information Exchange in a Multi-bus Islanded MicrogridSubmitted manuscript, 719 KB

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Cite this

@inproceedings{b6f62a39f05c4b6fb52c651a33ba2b4c,

title = "Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid",

abstract = "State monitoring and analysis of distribution systems has become an urgent issue, and state estimation serves as an important tool to deal with it. In this paper, a Kalman-Filter-based state estimation method for a multi-bus islanded microgrid is presented. First, an overall small signal model with consideration of voltage performance and load characteristic is developed. Then, a Kalman-Filter-Based state estimation method is proposed to estimate system information instead of using communication facilities, where the estimator of each DG unit can dynamically obtain information of all the DG units as well as network voltages just by local voltage and current itself. The proposed estimation method is able to provide accurate states information to support system operation without any communication facilities. Simulation and experimental results are given for validating the proposed small signal model and state estimation method.",

keywords = "Droop control, Information exchange, Islanded microgrid, State estimation",

author = "Yanbo Wang and Yanjun Tian and Xiongfei Wang and Zhe Chen and Yongdong Tan",

year = "2014",

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doi = "10.1049/cp.2014.0280",

language = "English",

series = "I E T Conference Publication Series",

publisher = "Institution of Engineering and Technology",

pages = "1--6",

booktitle = "Proceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014)",

address = "United States",

note = "7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014 ; Conference date: 08-04-2014 Through 10-04-2014",

}

Wang, Y, Tian, Y, Wang, X , Chen, Z & Tan, Y 2014, Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid. in Proceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014). Institution of Engineering and Technology, I E T Conference Publication Series, pp. 1-6, 7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014, Manchester, United Kingdom, 08/04/2014. https://doi.org/10.1049/cp.2014.0280

Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid. / Wang, Yanbo; Tian, Yanjun; Wang, Xiongfei et al.
Proceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014). Institution of Engineering and Technology, 2014. p. 1-6 (I E T Conference Publication Series).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid

AU - Wang, Yanbo

AU - Tian, Yanjun

AU - Wang, Xiongfei

AU - Chen, Zhe

AU - Tan, Yongdong

PY - 2014/4

Y1 - 2014/4

N2 - State monitoring and analysis of distribution systems has become an urgent issue, and state estimation serves as an important tool to deal with it. In this paper, a Kalman-Filter-based state estimation method for a multi-bus islanded microgrid is presented. First, an overall small signal model with consideration of voltage performance and load characteristic is developed. Then, a Kalman-Filter-Based state estimation method is proposed to estimate system information instead of using communication facilities, where the estimator of each DG unit can dynamically obtain information of all the DG units as well as network voltages just by local voltage and current itself. The proposed estimation method is able to provide accurate states information to support system operation without any communication facilities. Simulation and experimental results are given for validating the proposed small signal model and state estimation method.

AB - State monitoring and analysis of distribution systems has become an urgent issue, and state estimation serves as an important tool to deal with it. In this paper, a Kalman-Filter-based state estimation method for a multi-bus islanded microgrid is presented. First, an overall small signal model with consideration of voltage performance and load characteristic is developed. Then, a Kalman-Filter-Based state estimation method is proposed to estimate system information instead of using communication facilities, where the estimator of each DG unit can dynamically obtain information of all the DG units as well as network voltages just by local voltage and current itself. The proposed estimation method is able to provide accurate states information to support system operation without any communication facilities. Simulation and experimental results are given for validating the proposed small signal model and state estimation method.

KW - Droop control

KW - Information exchange

KW - Islanded microgrid

KW - State estimation

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U2 - 10.1049/cp.2014.0280

DO - 10.1049/cp.2014.0280

M3 - Article in proceeding

AN - SCOPUS:84907386508

T3 - I E T Conference Publication Series

SP - 1

EP - 6

BT - Proceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014)

PB - Institution of Engineering and Technology

T2 - 7th IET International Conference on Power Electronics, Machines and Drives, PEMD 2014

Y2 - 8 April 2014 through 10 April 2014

ER -

Wang Y, Tian Y, Wang X , Chen Z, Tan Y. Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid. In Proceedings of the 7th IET International Conference on Power Electronics, Machines and Drives (PEMD 2014). Institution of Engineering and Technology. 2014. p. 1-6. (I E T Conference Publication Series). doi: 10.1049/cp.2014.0280

Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid

Abstract

Conference

Keywords

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Development of a Secure, Economic and Environmentally-friendly Modern Power System

Cite this

Kalman-filter-based state estimation for system information exchange in a multi-bus islanded microgrid

Abstract

Conference

Keywords

Access to Document

AUB Link

Other files and links

Fingerprint

Projects

Development of a Secure, Economic and Environmentally-friendly Modern Power System

Cite this