# CJAYA_Algorithm
A new CJAYA is proposed to estimate the parameters of the SDM. Chaotic and self-adaptive weights are combined to get the best solutions
Parameters for defining photovoltaic models using measured voltage–current characteristics are essential for simulation, control, and evaluation of photovoltaic-based systems. This paper proposes an enhanced chaotic JAYA algorithm to classify the parameters of various photovoltaic models, such as the single-diode and double-diode models, accurately and reliably. The proposed algorithm introduces a self-adaptive weight to regulate the trend to reach the optimal solution and avoid the worst solution in various phases of the search space. The self-adaptive weight capability also allows the proposed technique to reach the best solution at the earliest phase, and later, the local search process starts, which also increase the ability to explore. A three different chaotic process, including sine, logistics and tent map, is proposed to optimize the consistency of each generation’s best solution. The proposed algorithm and its variants proposed are used to solve the parameter estimation problem of various PV models. To show the proficiency of the suggested algorithm and its variants, an extensive simulation is carried out using MATLAB/Simulink software. Two statistical tests are conducted and compared with the latest techniques for validating the performance of the suggested algorithm and its variants. Comprehensive analysis and experimental results display that the suggested algorithm can achieve highly competitive efficiency in terms of accuracy and reliability compared to other algorithms in the literature. This research will be backed up with extra online service and guidance for the paper’s source code at https://premkumarmanoharan.wixsite.com/mysite.
【光伏】基于CJAYA算法实现光伏模型SDM参数估计优化附matlab代码.zip
版权申诉
5星 · 超过95%的资源 66 浏览量
2023-04-12
10:58:07
上传
评论
收藏 469KB ZIP 举报
天天Matlab科研工作室
- 粉丝: 3w+
- 资源: 7258
最新资源
- Music-Player +PlayerActivity+ rockplayer+ SeeJoPlayer 播放器JAVA源码
- vscode-1.46.0.tar源码文件
- 最近很火植物大战僵尸杂交版2.08苹果+安卓+PC+防闪退工具V2+修改工具+高清工具+通关存档整合包更新
- 超级好用的截图工具PixPin,可录制Gif图
- Screenshot_2024-05-21-17-06-42-64_2332cb9b27b851b548ba47a91682926c.jpg
- 毕业设计参考 - 基于树莓派、OpenCV及Python的人脸识别
- node-v18.20.2-linux-arm64
- 222222222222
- 16张相机标定图片,可复现本文畸变矫正
- dbeaver-ce-23.3.1-x86_64-setup.zip
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈