Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm

Ibrahim A. Ibrahim; Azah Mohamed; Tamer Khatib

doi:10.1109/SCORED.2015.7449372

Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm

Ibrahim A. Ibrahim, Azah Mohamed, Tamer Khatib

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

8 Citations (Scopus)

Abstract

This paper presents an optimization method for sizing a standalone PV system by considering improved PV array model, dynamic storage battery model, and realistic objective function. The loss of load probability is used to define the availability level of the system. Different PV/battery configurations with different availability levels are generated using the proposed numerical algorithm. These configurations are evaluated based on system availability and cost. Hourly metrological and load demand data are used in this research. The result shows that the optimal sizing ratio of the PV array (C_A) is 1.184, while the sizing ratio for battery (C_B) is 0.613 and the levelized cost of energy for the unit generated by the proposed system is 0.447$/kWh.

Original language	English
Title of host publication	Conference proceedings 2015 IEEE Student Conference on Research and Development (SCOReD)
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	43-48
Number of pages	6
ISBN (Electronic)	9781467395724, 9781467395717
DOIs	https://doi.org/10.1109/SCORED.2015.7449372
Publication status	Published - 2015
Externally published	Yes
Event	2015 IEEE Student Conference on Research and Development - Berjaya Times Square Hotel, Kuala Lumpur, Malaysia Duration: 13 Dec 2015 → 14 Dec 2015 Conference number: CFP15526-ART https://ieeemy.org/mysection/?p=2326

Conference

Conference	2015 IEEE Student Conference on Research and Development
Abbreviated title	SCOReD 2015
Country/Territory	Malaysia
City	Kuala Lumpur
Period	13/12/15 → 14/12/15
Internet address	https://ieeemy.org/mysection/?p=2326

Keywords

Optimal sizing
modeling of standalone PV system
random forests
LLP
TLCC

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10.1109/SCORED.2015.7449372

Cite this

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title = "Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm",

abstract = "This paper presents an optimization method for sizing a standalone PV system by considering improved PV array model, dynamic storage battery model, and realistic objective function. The loss of load probability is used to define the availability level of the system. Different PV/battery configurations with different availability levels are generated using the proposed numerical algorithm. These configurations are evaluated based on system availability and cost. Hourly metrological and load demand data are used in this research. The result shows that the optimal sizing ratio of the PV array (CA) is 1.184, while the sizing ratio for battery (CB) is 0.613 and the levelized cost of energy for the unit generated by the proposed system is 0.447$/kWh.",

keywords = "Optimal sizing, modeling of standalone PV system, random forests, LLP, TLCC",

author = "Ibrahim, {Ibrahim A.} and Azah Mohamed and Tamer Khatib",

year = "2015",

doi = "10.1109/SCORED.2015.7449372",

language = "English",

pages = "43--48",

booktitle = "Conference proceedings 2015 IEEE Student Conference on Research and Development (SCOReD)",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "2015 IEEE Student Conference on Research and Development, SCOReD 2015 ; Conference date: 13-12-2015 Through 14-12-2015",

url = "https://ieeemy.org/mysection/?p=2326",

}

Ibrahim, IA, Mohamed, A & Khatib, T 2015, Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm. in Conference proceedings 2015 IEEE Student Conference on Research and Development (SCOReD). Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 43-48, 2015 IEEE Student Conference on Research and Development, Kuala Lumpur, Malaysia, 13/12/15. https://doi.org/10.1109/SCORED.2015.7449372

Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm. / Ibrahim, Ibrahim A.; Mohamed, Azah; Khatib, Tamer.

Conference proceedings 2015 IEEE Student Conference on Research and Development (SCOReD). Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2015. p. 43-48.

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

TY - GEN

T1 - Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm

AU - Ibrahim, Ibrahim A.

AU - Mohamed, Azah

AU - Khatib, Tamer

N1 - Conference code: CFP15526-ART

PY - 2015

Y1 - 2015

N2 - This paper presents an optimization method for sizing a standalone PV system by considering improved PV array model, dynamic storage battery model, and realistic objective function. The loss of load probability is used to define the availability level of the system. Different PV/battery configurations with different availability levels are generated using the proposed numerical algorithm. These configurations are evaluated based on system availability and cost. Hourly metrological and load demand data are used in this research. The result shows that the optimal sizing ratio of the PV array (CA) is 1.184, while the sizing ratio for battery (CB) is 0.613 and the levelized cost of energy for the unit generated by the proposed system is 0.447$/kWh.

AB - This paper presents an optimization method for sizing a standalone PV system by considering improved PV array model, dynamic storage battery model, and realistic objective function. The loss of load probability is used to define the availability level of the system. Different PV/battery configurations with different availability levels are generated using the proposed numerical algorithm. These configurations are evaluated based on system availability and cost. Hourly metrological and load demand data are used in this research. The result shows that the optimal sizing ratio of the PV array (CA) is 1.184, while the sizing ratio for battery (CB) is 0.613 and the levelized cost of energy for the unit generated by the proposed system is 0.447$/kWh.

KW - Optimal sizing

KW - modeling of standalone PV system

KW - random forests

KW - LLP

KW - TLCC

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U2 - 10.1109/SCORED.2015.7449372

DO - 10.1109/SCORED.2015.7449372

M3 - Conference proceeding contribution

SP - 43

EP - 48

BT - Conference proceedings 2015 IEEE Student Conference on Research and Development (SCOReD)

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - 2015 IEEE Student Conference on Research and Development

Y2 - 13 December 2015 through 14 December 2015

ER -

Optimal modeling and sizing of a practical standalone PV/battery generation system using numerical algorithm

Abstract

Conference

Keywords

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