Real-time Super Twisting Algorithm based fuzzy logic dynamic power management strategy for Hybrid Power Generation System

模糊逻辑 能源管理 可再生能源 功率(物理) 计算机科学 控制器(灌溉) 超级电容器 电源管理 混合动力 储能 能源管理系统 超调(微波通信) 试验台 荷电状态 控制理论(社会学) 控制工程 工程类 人工智能 能量(信号处理) 电池(电) 嵌入式系统 控制(管理) 电气工程 数学 电容 物理 量子力学 物理化学 化学 生物 电信 农学 统计 电极
作者
Mohammed Benzaouia,Bekkay Hajji,Abdelhamid Rabhi,Soufyane Benzaouia,Adel Mellit
出处
期刊:Journal of energy storage [Elsevier]
卷期号:65: 107316-107316 被引量:6
标识
DOI:10.1016/j.est.2023.107316
摘要

Energy generation through the combination of renewable systems is becoming attractive and applied in various applications, principally for water pumping applications. This paper presents the development and real time implementation of a robust power control strategy for a Hybrid Power Generation System (HPGS). The studied system consists of a photovoltaic renewable energy source associated with a hybrid energy storage system (HESS) composed of batteries and supercapacitors to supply a PMDC motor unit for water pumping applications. The control objectives are, to enhance the existing control laws which are based on linear PI controller with others based on non-linear Super-Twisting Algorithm (STA) to regulate the output power of the hybrid system and to satisfy the total demand, on the other hand, to prolong the durability of batteries by maintaining their state of charge in safe margins in order to overcome the ageing problem. For this purpose, a Fuzzy Logic-based Power Management Strategy (FL-PMS) is developed to identify the appropriate mode of operation for the system. Numerical simulations in Matlab/Simulink are performed to prove the effectiveness of the proposed control to reduce chattering and overshoot rates under fluctuating load demand and climatic conditions, as well as the accuracy of the FL-PMS in balancing the power requirements of the batteries and supercapacitors to ensure an optimal energy distribution. Finally, a test bench of the entire HPGS has been implemented and its real-time performance is intended to validate the simulation analysis. The obtained results show that the proposed control and FL-PMS strategies can improve the overall behaviour of the system and ensures a well-guided energy exchange, resulting in batteries protection.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
zbs发布了新的文献求助10
刚刚
刚刚
852应助北越城主采纳,获得30
刚刚
小不遛w完成签到,获得积分10
1秒前
organicboy完成签到,获得积分10
1秒前
量子星尘发布了新的文献求助10
1秒前
xinyu完成签到,获得积分10
2秒前
干嘛完成签到 ,获得积分20
3秒前
超越一切完成签到,获得积分10
3秒前
3秒前
3秒前
无花果应助东北采纳,获得10
3秒前
4秒前
巴旦木发布了新的文献求助10
4秒前
静仰星空完成签到,获得积分10
5秒前
5秒前
田様应助小景毕业采纳,获得10
5秒前
浮游应助科研通管家采纳,获得30
5秒前
wxnice发布了新的文献求助10
5秒前
FashionBoy应助科研通管家采纳,获得10
5秒前
优美紫槐应助科研通管家采纳,获得10
5秒前
lxp完成签到,获得积分10
5秒前
5秒前
Lucas应助科研通管家采纳,获得10
5秒前
5秒前
liyuqi61148完成签到,获得积分10
5秒前
浮游应助科研通管家采纳,获得10
6秒前
LiLiuli应助HAMS采纳,获得10
6秒前
赘婿应助呦呦采纳,获得10
6秒前
浮游应助科研通管家采纳,获得10
6秒前
英姑应助科研通管家采纳,获得10
6秒前
orixero应助科研通管家采纳,获得10
6秒前
111完成签到,获得积分10
6秒前
6秒前
6秒前
6秒前
6秒前
顾矜应助科研通管家采纳,获得10
6秒前
6秒前
7秒前
高分求助中
2025-2031全球及中国金刚石触媒粉行业研究及十五五规划分析报告 12000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Cambridge History of China: Volume 4, Sui and T'ang China, 589–906 AD, Part Two 1000
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 1000
Russian Foreign Policy: Change and Continuity 800
Real World Research, 5th Edition 800
Qualitative Data Analysis with NVivo By Jenine Beekhuyzen, Pat Bazeley · 2024 800
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5699262
求助须知:如何正确求助?哪些是违规求助? 5129994
关于积分的说明 15225198
捐赠科研通 4854268
什么是DOI,文献DOI怎么找? 2604550
邀请新用户注册赠送积分活动 1556014
关于科研通互助平台的介绍 1514297