Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm

Abdelfatah Ali; David Raisz; Karar Mahmoud

doi:10.1109/SGCF.2018.8408960

Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm

Abdelfatah Ali, David Raisz, Karar Mahmoud

Not published at Aalto University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Abstract

The output power generation of photovoltaic (PV) has an intermittent nature due to cloud transients. Consequently, considerable fluctuations in the voltages are expected in distribution systems with high PV penetrations. In this paper, a method is proposed to mitigate voltage fluctuations due to PV by simultaneously optimizing the reactive power of the PV inverters and charging/discharging power of the plug-in hybrid electric vehicles (PHEV). To effectively mitigate voltage fluctuations, we introduce a new objective function that represents the deviation of the voltage from the past moving average. The use of this new objective yields a high reduction in the voltage fluctuations. The artificial bee colony (ABC) algorithm is utilized to optimally solve the real-time optimization problem while considering the constraints of the distribution system, PV inverters, and PHEVs. The simulation results on the 33-bus distribution system demonstrate the effectiveness of the proposed method for mitigating the voltage fluctuations during a high fluctuating generation profile of PV.

Original language	English
Title of host publication	Proceedings of the 6th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2018
Editors	Ali Yilmaz Camurcu, Aydin Cetin
Publisher	IEEE
Pages	144-148
Number of pages	5
ISBN (Electronic)	9781538644782
DOIs	https://doi.org/10.1109/SGCF.2018.8408960
Publication status	Published - 9 Jul 2018
MoE publication type	A4 Article in a conference publication
Event	International Istanbul Smart Grids and Cities Congress and Fair - Istanbul, Turkey Duration: 25 Apr 2018 → 26 Apr 2018 Conference number: 6

Conference

Conference	International Istanbul Smart Grids and Cities Congress and Fair
Abbreviated title	ICSG
Country	Turkey
City	Istanbul
Period	25/04/2018 → 26/04/2018

Keywords

distribution systems
moving average
PHEVs
photovoltaic
Voltage fluctuations

Access to Document

10.1109/SGCF.2018.8408960

Link to publication in Scopus

Fingerprint Dive into the research topics of 'Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm'. Together they form a unique fingerprint.

Cite this

@inproceedings{1b2d9ed812344f688e3c866c764551ee,

title = "Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm",

abstract = "The output power generation of photovoltaic (PV) has an intermittent nature due to cloud transients. Consequently, considerable fluctuations in the voltages are expected in distribution systems with high PV penetrations. In this paper, a method is proposed to mitigate voltage fluctuations due to PV by simultaneously optimizing the reactive power of the PV inverters and charging/discharging power of the plug-in hybrid electric vehicles (PHEV). To effectively mitigate voltage fluctuations, we introduce a new objective function that represents the deviation of the voltage from the past moving average. The use of this new objective yields a high reduction in the voltage fluctuations. The artificial bee colony (ABC) algorithm is utilized to optimally solve the real-time optimization problem while considering the constraints of the distribution system, PV inverters, and PHEVs. The simulation results on the 33-bus distribution system demonstrate the effectiveness of the proposed method for mitigating the voltage fluctuations during a high fluctuating generation profile of PV.",

keywords = "distribution systems, moving average, PHEVs, photovoltaic, Voltage fluctuations",

author = "Abdelfatah Ali and David Raisz and Karar Mahmoud",

year = "2018",

month = jul,

day = "9",

doi = "10.1109/SGCF.2018.8408960",

language = "English",

pages = "144--148",

editor = "Camurcu, {Ali Yilmaz} and Aydin Cetin",

booktitle = "Proceedings of the 6th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2018",

publisher = "IEEE",

address = "United States",

note = "International Istanbul Smart Grids and Cities Congress and Fair, ICSG ; Conference date: 25-04-2018 Through 26-04-2018",

}

Ali, A, Raisz, D & Mahmoud, K 2018, Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm. in AY Camurcu & A Cetin (eds), Proceedings of the 6th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2018. IEEE, pp. 144-148, International Istanbul Smart Grids and Cities Congress and Fair, Istanbul, Turkey, 25/04/2018. https://doi.org/10.1109/SGCF.2018.8408960

Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm. / Ali, Abdelfatah; Raisz, David; Mahmoud, Karar.

Proceedings of the 6th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2018. ed. / Ali Yilmaz Camurcu; Aydin Cetin. IEEE, 2018. p. 144-148.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Mitigation of voltage fluctuation in distribution system connected with PV and PHEVs using artificial bee colony algorithm

AU - Ali, Abdelfatah

AU - Raisz, David

AU - Mahmoud, Karar

N1 - Conference code: 6

PY - 2018/7/9

Y1 - 2018/7/9

N2 - The output power generation of photovoltaic (PV) has an intermittent nature due to cloud transients. Consequently, considerable fluctuations in the voltages are expected in distribution systems with high PV penetrations. In this paper, a method is proposed to mitigate voltage fluctuations due to PV by simultaneously optimizing the reactive power of the PV inverters and charging/discharging power of the plug-in hybrid electric vehicles (PHEV). To effectively mitigate voltage fluctuations, we introduce a new objective function that represents the deviation of the voltage from the past moving average. The use of this new objective yields a high reduction in the voltage fluctuations. The artificial bee colony (ABC) algorithm is utilized to optimally solve the real-time optimization problem while considering the constraints of the distribution system, PV inverters, and PHEVs. The simulation results on the 33-bus distribution system demonstrate the effectiveness of the proposed method for mitigating the voltage fluctuations during a high fluctuating generation profile of PV.

AB - The output power generation of photovoltaic (PV) has an intermittent nature due to cloud transients. Consequently, considerable fluctuations in the voltages are expected in distribution systems with high PV penetrations. In this paper, a method is proposed to mitigate voltage fluctuations due to PV by simultaneously optimizing the reactive power of the PV inverters and charging/discharging power of the plug-in hybrid electric vehicles (PHEV). To effectively mitigate voltage fluctuations, we introduce a new objective function that represents the deviation of the voltage from the past moving average. The use of this new objective yields a high reduction in the voltage fluctuations. The artificial bee colony (ABC) algorithm is utilized to optimally solve the real-time optimization problem while considering the constraints of the distribution system, PV inverters, and PHEVs. The simulation results on the 33-bus distribution system demonstrate the effectiveness of the proposed method for mitigating the voltage fluctuations during a high fluctuating generation profile of PV.

KW - distribution systems

KW - moving average

KW - PHEVs

KW - photovoltaic

KW - Voltage fluctuations

UR - http://www.scopus.com/inward/record.url?scp=85050696106&partnerID=8YFLogxK

U2 - 10.1109/SGCF.2018.8408960

DO - 10.1109/SGCF.2018.8408960

M3 - Conference contribution

AN - SCOPUS:85050696106

SP - 144

EP - 148

BT - Proceedings of the 6th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2018

A2 - Camurcu, Ali Yilmaz

A2 - Cetin, Aydin

PB - IEEE

T2 - International Istanbul Smart Grids and Cities Congress and Fair

Y2 - 25 April 2018 through 26 April 2018

ER -