hrcak mascot   Srce   HID

Izvorni znanstveni članak

Optimal Load Shedding Using an Ensemble of Artificial Neural Networks

Muhammad FaizanTahir ; The University of Lahore, Faculty of Electrical Engineering, Department of Engineering

Puni tekst: engleski, pdf (927 KB) str. 39-46 preuzimanja: 488* citiraj
APA 6th Edition
FaizanTahir, M. (2016). Optimal Load Shedding Using an Ensemble of Artificial Neural Networks. International journal of electrical and computer engineering systems, 7. (2.), 39-46. Preuzeto s https://hrcak.srce.hr/172789
MLA 8th Edition
FaizanTahir, Muhammad. "Optimal Load Shedding Using an Ensemble of Artificial Neural Networks." International journal of electrical and computer engineering systems, vol. 7., br. 2., 2016, str. 39-46. https://hrcak.srce.hr/172789. Citirano 02.12.2020.
Chicago 17th Edition
FaizanTahir, Muhammad. "Optimal Load Shedding Using an Ensemble of Artificial Neural Networks." International journal of electrical and computer engineering systems 7., br. 2. (2016): 39-46. https://hrcak.srce.hr/172789
Harvard
FaizanTahir, M. (2016). 'Optimal Load Shedding Using an Ensemble of Artificial Neural Networks', International journal of electrical and computer engineering systems, 7.(2.), str. 39-46. Preuzeto s: https://hrcak.srce.hr/172789 (Datum pristupa: 02.12.2020.)
Vancouver
FaizanTahir M. Optimal Load Shedding Using an Ensemble of Artificial Neural Networks. International journal of electrical and computer engineering systems [Internet]. 2016 [pristupljeno 02.12.2020.];7.(2.):39-46. Dostupno na: https://hrcak.srce.hr/172789
IEEE
M. FaizanTahir, "Optimal Load Shedding Using an Ensemble of Artificial Neural Networks", International journal of electrical and computer engineering systems, vol.7., br. 2., str. 39-46, 2016. [Online]. Dostupno na: https://hrcak.srce.hr/172789. [Citirano: 02.12.2020.]

Sažetak
Optimal load shedding is a very critical issue in power systems. It plays a vital role, especially in third world countries. A sudden increase in load can affect the important parameters of the power system like voltage, frequency and phase angle. This paper presents a case study of Pakistan’s power system, where the generated power, the load demand, frequency deviation and load shedding during a 24-hour period have been provided. An artificial neural network ensemble is aimed for optimal load shedding. The objective of this paper is to maintain power system frequency stability by shedding an accurate amount of load. Due to its fast convergence and improved generalization ability, the proposed algorithm helps to deal with load shedding in an efficient manner.

Ključne riječi
ensemble of artificial neural network; load shedding; power system stability

Hrčak ID: 172789

URI
https://hrcak.srce.hr/172789

Posjeta: 630 *