Selective Harmonics Elimination Technique for Artificial Bee Colony Implementation

نویسندگان

چکیده

In this research, an Artificial Bee Colony (ABC) algorithm based Selective Harmonics Elimination (SHE) technique is used as a pulse generator in reduced switch fifteen level inverter that receives input from PV system. Pulse width modulation on mostly to suppress lower-order harmonics. A high gain DC-DC-SEPIC converter keeps the photovoltaic (PV) panel’s output voltage constant. The Grey Wolf Optimization (GWO) filter removes far more Photovoltaic panel energy sunlight frame. To eliminate harmonics, unique architecture employs multi-carrier duty cycle, high-frequency approach. proposed ABC harmonics elimination approach compared SHE strategies Particle Swarm (PSO) and Flower Pollination Algorithm (FPA). suggested system’s performance simulated measured using MATLAB simulation tool. has THD of 4.86%, which better than PSO FPA methods.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Elite Opposition-based Artificial Bee Colony Algorithm for Global Optimization

 Numerous problems in engineering and science can be converted into optimization problems. Artificial bee colony (ABC) algorithm is a newly developed stochastic optimization algorithm and has been widely used in many areas. However, due to the stochastic characteristics of its solution search equation, the traditional ABC algorithm often suffers from poor exploitation. Aiming at this weakness o...

متن کامل

Escalated convergent artificial bee colony

Escalated convergent artificial bee colony Shimpi Singh Jadon, Jagdish Chand Bansal & Ritu Tiwari To cite this article: Shimpi Singh Jadon, Jagdish Chand Bansal & Ritu Tiwari (2016) Escalated convergent artificial bee colony, Journal of Experimental & Theoretical Artificial Intelligence, 28:1-2, 181-200, DOI: 10.1080/0952813X.2015.1020523 To link to this article: http://dx.doi.org/10.1080/09528...

متن کامل

Enhanced Artificial Bee Colony Optimization

An enhanced Artificial Bee Colony (ABC) optimization algorithm, which is called the Interactive Artificial Bee Colony (IABC) optimization, for numerical optimization problems, is proposed in this paper. The onlooker bee is designed to move straightly to the picked coordinate indicated by the employed bee and evaluates the fitness values near it in the original Artificial Bee Colony algorithm in...

متن کامل

Self Adaptive Artificial Bee Colony

Artificial Bee Colony (ABC) optimization algorithm is a swarm intelligence based nature inspired algorithm, which has been proved a competitive algorithm with some popular natureinspired algorithms. It is found that ABC is more efficient in exploration as compare to exploitation. With a motivation to balance exploration and exploitation capabilities of ABC, this paper presents an adaptive versi...

متن کامل

An artificial bee colony approach for clustering

Clustering is a popular data analysis and data mining technique. In this paper, an artificial bee colony clustering algorithm is presented to optimally partition N objects into K clusters. The Deb’s rules are used to direct the search direction of each candidate. This algorithm has been tested on several well-known real datasets and compared with other popular heuristics algorithm in clustering...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computer systems science and engineering

سال: 2023

ISSN: ['0267-6192']

DOI: https://doi.org/10.32604/csse.2023.028662