Supervised Machine Learning-Based Protection for Transmission Line Connected to PV plant

Kharusi, Khalfan Al; Haffar, Abdelsalam El; Mesbah, Mostefa

doi:10.1109/iceccme52200.2021.9590956

2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) 2021

DOI: 10.1109/iceccme52200.2021.9590956

|View full text |Cite

Supervised Machine Learning-Based Protection for Transmission Line Connected to PV plant

Khalfan Al Kharusi¹,

Abdelsalam El Haffar

Mostefa Mesbah

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 20 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

A Review on the Impact of Transmission Line Compensation and RES Integration on Protection Schemes

Mazibuko,

Akindeji,

Moloi

2024

Energies

View full text Add to dashboard Cite

South Africa is currently experiencing an energy crisis because of a mismatch between energy supply and demand. Increasing energy demand necessitates the adequate operation of generation and transmission facilities to maintain the reliability of the power system. Transmission line compensation is used to increase the ability to transfer power, thereby enhancing system stability, voltage regulation, and reactive power balance. Also, in recent years, the introduction of renewable energy sources (RES) has proven to be effective in supporting the grid by providing additional energy. As a result, the dynamics of power systems have changed, and many developing nations are adopting the integration of renewable energy into the grid to increase the aspect ratio of the energy availability factor. While both techniques contribute to the grid’s ability to meet energy demand, they frequently introduce technical challenges that affect the stability and protection of the systems. This paper provides a comprehensive review of the challenges introduced by transmission line compensation and the integration of renewable energy, as well as the various techniques proposed in the literature to address these issues. Different compensation techniques, including fault detection, classification, and location, for compensated and uncompensated transmission lines, including those connected to renewable energy sources, are reviewed. This paper then analyzes the adaptive distance protection schemes available in the literature to mitigate the impact of compensation/integration of RES into the grid. Based on the literature reviewed, it is essential for protection engineers to understand the dynamics introduced by network topology incorporating a combination of RES and heavily compensated transmission lines.

show abstract

A Review on the Impact of Transmission Line Compensation and RES Integration on Protection Schemes

Mazibuko,

Akindeji,

Moloi

2024

Energies

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Supervised Machine Learning-Based Protection for Transmission Line Connected to PV plant

Cited by 1 publication

References 20 publications

A Review on the Impact of Transmission Line Compensation and RES Integration on Protection Schemes

A Review on the Impact of Transmission Line Compensation and RES Integration on Protection Schemes

Contact Info

Product

Resources

About