Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique

Yanuar Mahfudz Safarudin; Ardyono Priyadi; Mauridhi Hery Purnomo; Margo Pujiantara

doi:10.1109/ICITEED.2014.7007942

Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique

Identification Laboratory

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

28 Citations (Scopus)

Abstract

This paper proposes new Simplified Firefly Algorithm (SFA) with an updated β coefficient to maximum power point tracking (MPPT) of photovoltaic system under partial shading condition. The different from standard firefly algorithm is neglected a and y coefficients to simplify an algorithm. The other new feature is updated β coefficient for each iteration step in order to achieve faster convergence. This proposed algorithm is to obtain the optimal solution for MPPT of PV system under three shaded conditions. The simulation results are compared with traditional Perturbation and Observation (P&O) and standard Firefly Algorithm (FA) to verify the proposed method performance. Highest maximum powers and efficiencies are produced by the proposed algorithm. The ripple in steady state condition is also better than P&O and standard FA. The main advantage of proposed algorithm is simpler and faster convergence yet still accurate compared to standard firefly.

Original language	English
Title of host publication	Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering
Subtitle of host publication	Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781479953035
DOIs	https://doi.org/10.1109/ICITEED.2014.7007942
Publication status	Published - 12 Jan 2014
Event	6th International Conference on Information Technology and Electrical Engineering, ICITEE 2014 - Yogyakarta, Indonesia Duration: 7 Oct 2014 → 8 Oct 2014

Publication series

Name	Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014

Conference

Conference	6th International Conference on Information Technology and Electrical Engineering, ICITEE 2014
Country/Territory	Indonesia
City	Yogyakarta
Period	7/10/14 → 8/10/14

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Firefly Algorithm (FA)
Maximum Power-Point Tracking (MPPT)
Partial shaded condition (PSC)
Photovoltaik (PV) systems
Simplified Firefly Algorithm (SFA)

Access to Document

10.1109/ICITEED.2014.7007942

Cite this

Safarudin, Y. M., Priyadi, A., Purnomo, M. H., & Pujiantara, M. (2014). Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique. In Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014 Article 7007942 (Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICITEED.2014.7007942

Safarudin, Yanuar Mahfudz ; Priyadi, Ardyono ; Purnomo, Mauridhi Hery et al. / Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique. Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014. Institute of Electrical and Electronics Engineers Inc., 2014. (Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014).

@inproceedings{4b5b1f1e782d4b44b3d10e57e2ae0ed4,

title = "Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique",

abstract = "This paper proposes new Simplified Firefly Algorithm (SFA) with an updated β coefficient to maximum power point tracking (MPPT) of photovoltaic system under partial shading condition. The different from standard firefly algorithm is neglected a and y coefficients to simplify an algorithm. The other new feature is updated β coefficient for each iteration step in order to achieve faster convergence. This proposed algorithm is to obtain the optimal solution for MPPT of PV system under three shaded conditions. The simulation results are compared with traditional Perturbation and Observation (P\&O) and standard Firefly Algorithm (FA) to verify the proposed method performance. Highest maximum powers and efficiencies are produced by the proposed algorithm. The ripple in steady state condition is also better than P\&O and standard FA. The main advantage of proposed algorithm is simpler and faster convergence yet still accurate compared to standard firefly.",

keywords = "Firefly Algorithm (FA), Maximum Power-Point Tracking (MPPT), Partial shaded condition (PSC), Photovoltaik (PV) systems, Simplified Firefly Algorithm (SFA)",

author = "Safarudin, \{Yanuar Mahfudz\} and Ardyono Priyadi and Purnomo, \{Mauridhi Hery\} and Margo Pujiantara",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 6th International Conference on Information Technology and Electrical Engineering, ICITEE 2014 ; Conference date: 07-10-2014 Through 08-10-2014",

year = "2014",

month = jan,

day = "12",

doi = "10.1109/ICITEED.2014.7007942",

language = "English",

series = "Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering",

address = "United States",

}

Safarudin, YM, Priyadi, A , Purnomo, MH & Pujiantara, M 2014, Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique. in Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014., 7007942, Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014, Institute of Electrical and Electronics Engineers Inc., 6th International Conference on Information Technology and Electrical Engineering, ICITEE 2014, Yogyakarta, Indonesia, 7/10/14. https://doi.org/10.1109/ICITEED.2014.7007942

Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique. / Safarudin, Yanuar Mahfudz; Priyadi, Ardyono ; Purnomo, Mauridhi Hery et al.
Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014. Institute of Electrical and Electronics Engineers Inc., 2014. 7007942 (Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014).

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

TY - GEN

T1 - Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique

AU - Safarudin, Yanuar Mahfudz

AU - Priyadi, Ardyono

AU - Purnomo, Mauridhi Hery

AU - Pujiantara, Margo

PY - 2014/1/12

Y1 - 2014/1/12

N2 - This paper proposes new Simplified Firefly Algorithm (SFA) with an updated β coefficient to maximum power point tracking (MPPT) of photovoltaic system under partial shading condition. The different from standard firefly algorithm is neglected a and y coefficients to simplify an algorithm. The other new feature is updated β coefficient for each iteration step in order to achieve faster convergence. This proposed algorithm is to obtain the optimal solution for MPPT of PV system under three shaded conditions. The simulation results are compared with traditional Perturbation and Observation (P&O) and standard Firefly Algorithm (FA) to verify the proposed method performance. Highest maximum powers and efficiencies are produced by the proposed algorithm. The ripple in steady state condition is also better than P&O and standard FA. The main advantage of proposed algorithm is simpler and faster convergence yet still accurate compared to standard firefly.

AB - This paper proposes new Simplified Firefly Algorithm (SFA) with an updated β coefficient to maximum power point tracking (MPPT) of photovoltaic system under partial shading condition. The different from standard firefly algorithm is neglected a and y coefficients to simplify an algorithm. The other new feature is updated β coefficient for each iteration step in order to achieve faster convergence. This proposed algorithm is to obtain the optimal solution for MPPT of PV system under three shaded conditions. The simulation results are compared with traditional Perturbation and Observation (P&O) and standard Firefly Algorithm (FA) to verify the proposed method performance. Highest maximum powers and efficiencies are produced by the proposed algorithm. The ripple in steady state condition is also better than P&O and standard FA. The main advantage of proposed algorithm is simpler and faster convergence yet still accurate compared to standard firefly.

KW - Firefly Algorithm (FA)

KW - Maximum Power-Point Tracking (MPPT)

KW - Partial shaded condition (PSC)

KW - Photovoltaik (PV) systems

KW - Simplified Firefly Algorithm (SFA)

UR - https://www.scopus.com/pages/publications/84922831187

U2 - 10.1109/ICITEED.2014.7007942

DO - 10.1109/ICITEED.2014.7007942

M3 - Conference contribution

AN - SCOPUS:84922831187

T3 - Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014

BT - Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on Information Technology and Electrical Engineering, ICITEE 2014

Y2 - 7 October 2014 through 8 October 2014

ER -

Safarudin YM, Priyadi A , Purnomo MH , Pujiantara M. Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique. In Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014. Institute of Electrical and Electronics Engineers Inc. 2014. 7007942. (Proceedings - 2014 6th International Conference on Information Technology and Electrical Engineering: Leveraging Research and Technology Through University-Industry Collaboration, ICITEE 2014). doi: 10.1109/ICITEED.2014.7007942

Maximum power point tracking algorithm for photovoltaic system under partial shaded condition by means updating β firefly technique

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

Other files and links

Fingerprint

Cite this