Sigmoidal analysis of MCT power curves

Bhamini S. Bhujun; Kaleem M. Khodabux; Raj K. Dreepaul; Rani C. Naidu; Piyush Dhawankar; Krishna Busawon

doi:10.1109/EFEA56675.2022.10063812

Sigmoidal analysis of MCT power curves

Bhamini S. Bhujun, Kaleem M. Khodabux, Raj K. Dreepaul, Rani C. Naidu, Piyush Dhawankar, Krishna Busawon

Mathematics, Physics and Electrical Engineering

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

Abstract

The power curves of Marine Energy Conversion Systems (MECSs) exhibit a sigmoid relationship. The Logistic and Weibull functions are examples of standard sigmoid functions used in this context. In this research, we performed a comparative analysis to explore the suitability of the most well-known sigmoid functions for modelling marine current turbine power curves effectively. It is demonstrated that the Weibull and logistics functions are suitable for simulating marine current turbine power curves with slight inaccuracy and complexity. The gen-erated model is validated using the results of the marine energy conversion system's experiments.

Original language	English
Title of host publication	2022 7th International Conference on Environment Friendly Energies and Applications
Subtitle of host publication	Renewable and Sustainable Energy Systems, Hybrid Transportation Systems, Energy Transition, and Energy Security
Publisher	IEEE
Number of pages	4
ISBN (Electronic)	9798350333213
ISBN (Print)	9798350333220
DOIs	https://doi.org/10.1109/EFEA56675.2022.10063812
Publication status	Published - 16 Dec 2022
Event	7th International Conference on Environment Friendly Energies and Applications, EFEA 2022 - Bagatelle Moka MU, Mauritius Duration: 14 Dec 2022 → 16 Dec 2022

Publication series

Name	Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications
Publisher	IEEE
ISSN (Print)	2641-5925
ISSN (Electronic)	2688-2558

Conference

Conference	7th International Conference on Environment Friendly Energies and Applications, EFEA 2022
Country/Territory	Mauritius
City	Bagatelle Moka MU
Period	14/12/22 → 16/12/22

Keywords

Logistic function
Marine current turbine
Power curve
Weibull Distribution

UN SDGs

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

Access to Document

10.1109/EFEA56675.2022.10063812

Cite this

Bhujun, B. S., Khodabux, K. M., Dreepaul, R. K., C. Naidu, R., Dhawankar, P., & Busawon, K. (2022). Sigmoidal analysis of MCT power curves. In 2022 7th International Conference on Environment Friendly Energies and Applications: Renewable and Sustainable Energy Systems, Hybrid Transportation Systems, Energy Transition, and Energy Security (Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications). IEEE. https://doi.org/10.1109/EFEA56675.2022.10063812

Bhujun, Bhamini S. ; Khodabux, Kaleem M. ; Dreepaul, Raj K. et al. / Sigmoidal analysis of MCT power curves. 2022 7th International Conference on Environment Friendly Energies and Applications: Renewable and Sustainable Energy Systems, Hybrid Transportation Systems, Energy Transition, and Energy Security. IEEE, 2022. (Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications).

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title = "Sigmoidal analysis of MCT power curves",

abstract = "The power curves of Marine Energy Conversion Systems (MECSs) exhibit a sigmoid relationship. The Logistic and Weibull functions are examples of standard sigmoid functions used in this context. In this research, we performed a comparative analysis to explore the suitability of the most well-known sigmoid functions for modelling marine current turbine power curves effectively. It is demonstrated that the Weibull and logistics functions are suitable for simulating marine current turbine power curves with slight inaccuracy and complexity. The gen-erated model is validated using the results of the marine energy conversion system's experiments.",

keywords = "Logistic function, Marine current turbine, Power curve, Weibull Distribution",

author = "Bhujun, {Bhamini S.} and Khodabux, {Kaleem M.} and Dreepaul, {Raj K.} and {C. Naidu}, Rani and Piyush Dhawankar and Krishna Busawon",

year = "2022",

month = dec,

day = "16",

doi = "10.1109/EFEA56675.2022.10063812",

language = "English",

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publisher = "IEEE",

booktitle = "2022 7th International Conference on Environment Friendly Energies and Applications",

address = "United States",

note = "7th International Conference on Environment Friendly Energies and Applications, EFEA 2022 ; Conference date: 14-12-2022 Through 16-12-2022",

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Bhujun, BS, Khodabux, KM, Dreepaul, RK, C. Naidu, R, Dhawankar, P & Busawon, K 2022, Sigmoidal analysis of MCT power curves. in 2022 7th International Conference on Environment Friendly Energies and Applications: Renewable and Sustainable Energy Systems, Hybrid Transportation Systems, Energy Transition, and Energy Security. Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications, IEEE, 7th International Conference on Environment Friendly Energies and Applications, EFEA 2022, Bagatelle Moka MU, Mauritius, 14/12/22. https://doi.org/10.1109/EFEA56675.2022.10063812

Sigmoidal analysis of MCT power curves. / Bhujun, Bhamini S.; Khodabux, Kaleem M.; Dreepaul, Raj K. et al.
2022 7th International Conference on Environment Friendly Energies and Applications: Renewable and Sustainable Energy Systems, Hybrid Transportation Systems, Energy Transition, and Energy Security. IEEE, 2022. (Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications).

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

TY - GEN

T1 - Sigmoidal analysis of MCT power curves

AU - Bhujun, Bhamini S.

AU - Khodabux, Kaleem M.

AU - Dreepaul, Raj K.

AU - C. Naidu, Rani

AU - Dhawankar, Piyush

AU - Busawon, Krishna

PY - 2022/12/16

Y1 - 2022/12/16

N2 - The power curves of Marine Energy Conversion Systems (MECSs) exhibit a sigmoid relationship. The Logistic and Weibull functions are examples of standard sigmoid functions used in this context. In this research, we performed a comparative analysis to explore the suitability of the most well-known sigmoid functions for modelling marine current turbine power curves effectively. It is demonstrated that the Weibull and logistics functions are suitable for simulating marine current turbine power curves with slight inaccuracy and complexity. The gen-erated model is validated using the results of the marine energy conversion system's experiments.

AB - The power curves of Marine Energy Conversion Systems (MECSs) exhibit a sigmoid relationship. The Logistic and Weibull functions are examples of standard sigmoid functions used in this context. In this research, we performed a comparative analysis to explore the suitability of the most well-known sigmoid functions for modelling marine current turbine power curves effectively. It is demonstrated that the Weibull and logistics functions are suitable for simulating marine current turbine power curves with slight inaccuracy and complexity. The gen-erated model is validated using the results of the marine energy conversion system's experiments.

KW - Logistic function

KW - Marine current turbine

KW - Power curve

KW - Weibull Distribution

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U2 - 10.1109/EFEA56675.2022.10063812

DO - 10.1109/EFEA56675.2022.10063812

M3 - Conference contribution

AN - SCOPUS:85151301523

SN - 9798350333220

T3 - Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications

BT - 2022 7th International Conference on Environment Friendly Energies and Applications

PB - IEEE

T2 - 7th International Conference on Environment Friendly Energies and Applications, EFEA 2022

Y2 - 14 December 2022 through 16 December 2022

ER -

Bhujun BS, Khodabux KM, Dreepaul RK, C. Naidu R, Dhawankar P, Busawon K. Sigmoidal analysis of MCT power curves. In 2022 7th International Conference on Environment Friendly Energies and Applications: Renewable and Sustainable Energy Systems, Hybrid Transportation Systems, Energy Transition, and Energy Security. IEEE. 2022. (Proceedings of the IEEE International Symposium on Environment Friendly Energies and Applications). doi: 10.1109/EFEA56675.2022.10063812

Sigmoidal analysis of MCT power curves

Abstract

Publication series

Conference

Keywords

UN SDGs

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