A Relative Assessment of Genetic Algorithm and Binary Particle Swarm Optimization Algorithm for Maximizing the Annual Profit of an Indian Offshore Wind Farm

Prasun BHATTACHARJEE

Makale detayları

A Relative Assessment of Genetic Algorithm and Binary Particle Swarm Optimization Algorithm for Maximizing the Annual Profit of an Indian Offshore Wind Farm

Yazarlar:

Prasun BHATTACHARJEE

Yayıncı:

Tokat Gaziosmanpasa University

Ana Başlıklar:

Uygulamalı fizik

Dergi:

Journal of New Results in Engineering and Natural Sciences 2022 Issue 15, pp.29-39

Belge Tipi:

Makale

Yayın Tarihi:

6/2022

Belge Dili:

İngilizce

Document ID (Org No.):

2000489647

Sıklık:

İki Yıllık

eISSN:

2651-4583

Özet:

 

Since climate change is prompting cataclysmic consequences across the world, renewable power generation technologies like wind power recommend fitting substitutes to fossil fuels for dwindling greenhouse gas production. For facilitating the escalating energy requisite of its rising economic structure, India must track down newer cost-effective wind power generation prospects. The current study intends to maximize the annual profit of an offshore wind power generating site in the Gulf of Khambhat exercising artificial intelligence. Genetic algorithm and binary particle swarm optimization algorithm have been applied at the same time to weigh their relative proficiency. The conclusions of the evaluation verify the enhanced competence of genetic algorithm over binary particle swarm optimization in optimizing the deemed purpose.

Makale detayları

A Relative Assessment of Genetic Algorithm and Binary Particle Swarm Optimization Algorithm for Maximizing the Annual Profit of an Indian Offshore Wind Farm

Yazarlar: Prasun BHATTACHARJEE

Yayıncı: Tokat Gaziosmanpasa University

Ana Başlıklar: Uygulamalı fizik

Dergi: Journal of New Results in Engineering and Natural Sciences 2022 Issue 15, pp.29-39

Belge Tipi: Makale

Yayın Tarihi: 6/2022

Belge Dili: İngilizce

Document ID (Org No.): 2000489647

Sıklık: İki Yıllık

eISSN: 2651-4583

Sayı

Yazarlar:

Prasun BHATTACHARJEE

Yayıncı:

Tokat Gaziosmanpasa University

Ana Başlıklar:

Uygulamalı fizik

Dergi:

Journal of New Results in Engineering and Natural Sciences 2022 Issue 15, pp.29-39

Belge Tipi:

Makale

Yayın Tarihi:

6/2022

Belge Dili:

İngilizce

Document ID (Org No.):

2000489647

Sıklık:

İki Yıllık

eISSN:

2651-4583