首页 > 最新文献

2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)最新文献

英文 中文
State of Charge (SOC) Estimation on Lead-Acid Batteries Using the Coulomb Counting Method 基于库仑计数法的铅酸电池荷电状态估算
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953693
H. Suryoatmojo, Sjamsjul Anam, Zainul Rahmawan, D. A. Asfani, Mohamad Angga Faurahmansyah, P. Prabowo
Batteries are an important component in the implementation of renewable energy. One type of battery that is often used in the implementation of renewable energy is lead-acid batteries. Accurate estimation of the SOC (state of charge) value is one of the important parameters in the design of a BMS (Battery Management System). Accurate determination of the estimation of the SOC value is necessary to avoid the battery operating in an over charge and over discharge state. One method of estimating SOC that is quite easy and often used is Coulomb Counting. The determination of SOC estimation by this method is carried out by adding up the incoming charge or the charge coming out of the battery within a certain period of time. Charge summation can be done by summing the current in the battery, both at the time of charging and discharge. In this research, SOC monitoring tool was designed using the coulomb counting method to monitor the SOC value of the battery both at the time of charging and discharge. In its implementation, this method is very dependent on the accurate initial SOC value and the accuracy of the current sensor used. The type of current sensor used in this SOC monitoring tool is ACS712 which has good accuracy. Based on the results of the tests carried out, the amount of charge on the battery is directly proportional to the SOC on the battery itself.
电池是实现可再生能源的重要组成部分。一种经常用于实现可再生能源的电池是铅酸电池。电池荷电状态(SOC)值的准确估计是电池管理系统设计中的重要参数之一。为了避免电池在过充过放状态下工作,必须准确地确定荷电状态的估计值。估计SOC的一种非常简单且经常使用的方法是库仑计数。该方法的荷电状态估计是通过将电池在一定时间内的输入电量或输出电量相加来确定的。充电求和可以通过充电和放电时电池中的电流求和来完成。本研究设计了SOC监测工具,采用库仑计数法对电池充电和放电时的SOC值进行监测。在其实现中,该方法非常依赖于精确的初始SOC值和所使用的电流传感器的精度。本SOC监测工具中使用的电流传感器类型为ACS712,具有良好的精度。根据所进行的测试结果,电池上的充电量与电池本身的SOC成正比。
{"title":"State of Charge (SOC) Estimation on Lead-Acid Batteries Using the Coulomb Counting Method","authors":"H. Suryoatmojo, Sjamsjul Anam, Zainul Rahmawan, D. A. Asfani, Mohamad Angga Faurahmansyah, P. Prabowo","doi":"10.1109/ICSGCE55997.2022.9953693","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953693","url":null,"abstract":"Batteries are an important component in the implementation of renewable energy. One type of battery that is often used in the implementation of renewable energy is lead-acid batteries. Accurate estimation of the SOC (state of charge) value is one of the important parameters in the design of a BMS (Battery Management System). Accurate determination of the estimation of the SOC value is necessary to avoid the battery operating in an over charge and over discharge state. One method of estimating SOC that is quite easy and often used is Coulomb Counting. The determination of SOC estimation by this method is carried out by adding up the incoming charge or the charge coming out of the battery within a certain period of time. Charge summation can be done by summing the current in the battery, both at the time of charging and discharge. In this research, SOC monitoring tool was designed using the coulomb counting method to monitor the SOC value of the battery both at the time of charging and discharge. In its implementation, this method is very dependent on the accurate initial SOC value and the accuracy of the current sensor used. The type of current sensor used in this SOC monitoring tool is ACS712 which has good accuracy. Based on the results of the tests carried out, the amount of charge on the battery is directly proportional to the SOC on the battery itself.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"10878 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114693906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Estimating Battery State of Health using Machine Learning 使用机器学习估计电池的健康状态
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953596
Ameera Arif, Muhammad Hassaan, Mujahid Abdullah, Ahmad Nadeem, N. Arshad
The share of energy consumption in the transportation sector is projected to increase at an annual average rate of 1.4% up to 2040. This is primarily due to a transition towards electric vehicles (EVs) from internal combustion engine- based modes of transportation. Batteries are the most crucial component in EVs, constituting a significant share of the price of the vehicle. With usage, batteries degrade, thereby, limiting their ability to store energy which adversely impacts the driving range offered by EVs. Therefore, the need is to study the deterioration of batteries in electric means of transportation. We have created data-driven models to monitor battery health, predict the deterioration in batteries and give insights to the EV owners to make better decisions. The dataset used in this study is published by Sandia National Labs (SNL). It is a result of experiments performed on NMC cells. We present a comparison of three models - multiple linear regression, support vector regression, and artificial neural network for battery health monitoring with mean average percentage error (MAPE) of 1.99, 0.74, and 0.72 respectively.
预计到2040年,交通运输部门的能源消费份额将以年均1.4%的速度增长。这主要是由于以内燃机为基础的交通方式向电动汽车(ev)的过渡。电池是电动汽车中最关键的部件,占汽车价格的很大一部分。随着使用,电池会退化,从而限制了它们储存能量的能力,从而对电动汽车提供的行驶里程产生不利影响。因此,有必要对电动交通工具中电池的劣化进行研究。我们已经创建了数据驱动的模型来监测电池的健康状况,预测电池的恶化,并为电动汽车车主提供更好的决策。本研究使用的数据集由桑迪亚国家实验室(SNL)发布。这是在NMC细胞上进行的实验结果。我们提出了三种模型的比较-多元线性回归,支持向量回归和人工神经网络电池健康监测的平均平均百分比误差(MAPE)分别为1.99,0.74和0.72。
{"title":"Estimating Battery State of Health using Machine Learning","authors":"Ameera Arif, Muhammad Hassaan, Mujahid Abdullah, Ahmad Nadeem, N. Arshad","doi":"10.1109/ICSGCE55997.2022.9953596","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953596","url":null,"abstract":"The share of energy consumption in the transportation sector is projected to increase at an annual average rate of 1.4% up to 2040. This is primarily due to a transition towards electric vehicles (EVs) from internal combustion engine- based modes of transportation. Batteries are the most crucial component in EVs, constituting a significant share of the price of the vehicle. With usage, batteries degrade, thereby, limiting their ability to store energy which adversely impacts the driving range offered by EVs. Therefore, the need is to study the deterioration of batteries in electric means of transportation. We have created data-driven models to monitor battery health, predict the deterioration in batteries and give insights to the EV owners to make better decisions. The dataset used in this study is published by Sandia National Labs (SNL). It is a result of experiments performed on NMC cells. We present a comparison of three models - multiple linear regression, support vector regression, and artificial neural network for battery health monitoring with mean average percentage error (MAPE) of 1.99, 0.74, and 0.72 respectively.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117307736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research of Monitoring System in Offshore Wind Farm 海上风电场监测系统研究
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953703
Zhanpeng Xu
Aiming at the problems of traditional wind power development and considering the actual situation of offshore wind power, this paper proposes a digital offshore wind farm concept with basic characteristics of intelligent control, integration of monitoring system, information digitization, networked communication, and standardization of information sharing. This paper presents a complete digital monitoring system scheme for offshore wind farm under a unified information platform to achieve panoramic monitoring and information sharing. A monitoring system model including a two-level architecture of onshore and offshore is adopted to adapt to the special geographical environment of offshore wind farm. This paper describes the function of onshore centralized control center, the offshore step-up substation and wind turbine monitoring system and also the communication between them, then points out the future development direction of the digital offshore wind farm.
针对传统风电发展存在的问题,结合海上风电的实际情况,提出了以控制智能化、监测系统一体化、信息数字化、通信网络化、信息共享标准化为基本特征的数字化海上风电场概念。本文提出了一种统一信息平台下的完整的海上风电场数字化监测系统方案,实现了海上风电场的全景监测和信息共享。为适应海上风电场特殊的地理环境,采用了陆上和海上两级结构的监测系统模型。介绍了陆上集中控制中心、海上升压变电所和风力机监控系统的功能以及它们之间的通信,指出了数字化海上风电场未来的发展方向。
{"title":"Research of Monitoring System in Offshore Wind Farm","authors":"Zhanpeng Xu","doi":"10.1109/ICSGCE55997.2022.9953703","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953703","url":null,"abstract":"Aiming at the problems of traditional wind power development and considering the actual situation of offshore wind power, this paper proposes a digital offshore wind farm concept with basic characteristics of intelligent control, integration of monitoring system, information digitization, networked communication, and standardization of information sharing. This paper presents a complete digital monitoring system scheme for offshore wind farm under a unified information platform to achieve panoramic monitoring and information sharing. A monitoring system model including a two-level architecture of onshore and offshore is adopted to adapt to the special geographical environment of offshore wind farm. This paper describes the function of onshore centralized control center, the offshore step-up substation and wind turbine monitoring system and also the communication between them, then points out the future development direction of the digital offshore wind farm.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128692476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal Control of Diesel Engine Generator Using Variable Speed Permanent Magnet Synchronous Generator Based on Fuzzy Controller 基于模糊控制器的变速永磁同步发电机柴油机最优控制
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953645
H. Suryoatmojo, Alfina Rahma Aulia, D. Riawan, Rifki Daris Dzulfikar, Prabowo, Suwito
A Diesel Engine Generator (DEG) is the most widely used choice for primary or emergency energy sources on islands, in remote areas, and worldwide as a reliable source. Conventionally, diesel generators operate at a constant speed and work at a particular minimum load. Constant speed operation is intended to keep the system voltage frequency stable. However, this can reduce generator efficiency when load demand is low. Operating a variable speed to the diesel generator can be used to reduce the fuel consumption (inefficiency) of the generator. The choice of PMSG as a generator in the DEG system is made because PMSG has several advantages. In the DEG control method, the most popular is PID control, but it isn’t easy to achieve better performance. Based on the results from the related research, fuzzy logic-based control is an effective method. This study presents the optimal control modeling and simulation of DEG on variable speed operation using Permanent Magnet Synchronous Generator (PMSG) with Fuzzy-based control to achieve better system performance based on load changes. The result showed that operating the variable speed could increase the efficiency of fuel consumption by up to 21.41%. In addition, fuzzy control can achieve a faster settling time and minor overshoot than the PI control.
柴油发动机发电机(DEG)是岛屿、偏远地区和世界范围内最广泛使用的主要或应急能源,是一种可靠的能源。传统上,柴油发电机以恒定的速度运行,并在特定的最小负载下工作。恒速运行是为了保持系统电压频率的稳定。然而,当负荷需求较低时,这会降低发电机的效率。对柴油发电机进行变速操作可用于减少发电机的燃油消耗(低效率)。在DEG系统中选择PMSG作为发生器是因为PMSG有几个优点。在DEG控制方法中,最常用的是PID控制,但要达到较好的性能并不容易。从相关研究结果来看,基于模糊逻辑的控制是一种有效的控制方法。针对永磁同步发电机(PMSG)变速运行DEG的最优控制建模与仿真,提出了基于模糊控制的控制方法,使系统能够根据负载变化获得更好的性能。结果表明,采用变速模式可使燃油效率提高21.41%。此外,与PI控制相比,模糊控制可以实现更快的稳定时间和较小的超调。
{"title":"Optimal Control of Diesel Engine Generator Using Variable Speed Permanent Magnet Synchronous Generator Based on Fuzzy Controller","authors":"H. Suryoatmojo, Alfina Rahma Aulia, D. Riawan, Rifki Daris Dzulfikar, Prabowo, Suwito","doi":"10.1109/ICSGCE55997.2022.9953645","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953645","url":null,"abstract":"A Diesel Engine Generator (DEG) is the most widely used choice for primary or emergency energy sources on islands, in remote areas, and worldwide as a reliable source. Conventionally, diesel generators operate at a constant speed and work at a particular minimum load. Constant speed operation is intended to keep the system voltage frequency stable. However, this can reduce generator efficiency when load demand is low. Operating a variable speed to the diesel generator can be used to reduce the fuel consumption (inefficiency) of the generator. The choice of PMSG as a generator in the DEG system is made because PMSG has several advantages. In the DEG control method, the most popular is PID control, but it isn’t easy to achieve better performance. Based on the results from the related research, fuzzy logic-based control is an effective method. This study presents the optimal control modeling and simulation of DEG on variable speed operation using Permanent Magnet Synchronous Generator (PMSG) with Fuzzy-based control to achieve better system performance based on load changes. The result showed that operating the variable speed could increase the efficiency of fuel consumption by up to 21.41%. In addition, fuzzy control can achieve a faster settling time and minor overshoot than the PI control.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114772179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation on the Fuel Concentration in the Concentric Staged Combustor 同心分级燃烧室燃料浓度的研究
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953656
N. Meng, Feng Li, Yuxiang Chen
The concentric staged combustor has become a research hotspot in the field of aero-engine with its special way of combustion organizing in high temperature rise situation, and the swirler is one of the important components that affect the performance of the combustor. In this study, the numerical simulation method is used to calculate the fuel concentration distribution by changing the pilot swirler stage angle in the concentric staged combustor. For the distribution of fuel concentration, the results revealed that the turbulent kinetic energy of the flow field and the atomization and evaporation process of the fuel are affected by the structural change of the pilot swirler stage. The vaporization of the liquid-phase fuel and the gas-phase fuel concentration in the central recirculation zone of the combustion chamber increase with the decrease of the number of swirls, which is beneficial to the combustion of the combustion chamber when the high temperature rises. The results provide valuable insights into the fuel concentration flow characteristics in the concentric staged combustion chamber.
同心分段燃烧室以其特殊的高温工况燃烧组织方式成为航空发动机领域的研究热点,而旋流器是影响该燃烧室性能的重要部件之一。在本研究中,采用数值模拟的方法,通过改变同轴分级燃烧室中先导旋流器的级角来计算燃油浓度分布。对于燃料浓度的分布,研究结果表明,先导旋流器级结构的变化影响了流场的湍流动能和燃料的雾化蒸发过程。随着旋流次数的减少,燃烧室中央再循环区内液相燃料的汽化和气相燃料浓度增加,有利于高温升高时燃烧室的燃烧。研究结果为研究同心分级燃烧室的燃料浓度流动特性提供了有价值的见解。
{"title":"Investigation on the Fuel Concentration in the Concentric Staged Combustor","authors":"N. Meng, Feng Li, Yuxiang Chen","doi":"10.1109/ICSGCE55997.2022.9953656","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953656","url":null,"abstract":"The concentric staged combustor has become a research hotspot in the field of aero-engine with its special way of combustion organizing in high temperature rise situation, and the swirler is one of the important components that affect the performance of the combustor. In this study, the numerical simulation method is used to calculate the fuel concentration distribution by changing the pilot swirler stage angle in the concentric staged combustor. For the distribution of fuel concentration, the results revealed that the turbulent kinetic energy of the flow field and the atomization and evaporation process of the fuel are affected by the structural change of the pilot swirler stage. The vaporization of the liquid-phase fuel and the gas-phase fuel concentration in the central recirculation zone of the combustion chamber increase with the decrease of the number of swirls, which is beneficial to the combustion of the combustion chamber when the high temperature rises. The results provide valuable insights into the fuel concentration flow characteristics in the concentric staged combustion chamber.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122002632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improve Dynamic Response of A New Type of Predictive Controller Based on Erea Equivalent 改进基于Erea等效的新型预测控制器动态响应
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953731
Mingming Li, Linwei Zhou, Huafeng Xiao, Ming-Ming Cheng
Predictive control has high dynamic response characteristics and can effectively improve the performance of inverters. Proportional-Proportional-Delay (PPD) is a new type of predictive controller. Compared with the existing predictive controllers, it has the advantages of less computation and higher bandwidth, and it can theoretically realize deadbeat control. However, in the actual digital system, the excitation voltage output by the PPD controller is limited by the limiter module in some working conditions, which reduces the response speed of system. This paper first analyzes the mechanism that the limiter module affects the dynamic characteristics of PPD controller, and deduces the most seriously affected working conditions. Then, based on the area equivalent principle of excitation voltage, a strategy for improving the dynamic characteristics of PPD controller in the actual system is proposed. The core idea of this strategy is to allocate the limited excitation voltage to the modulated wave of the subsequent switching cycle equivalently. And before the grid current is equal to the reference current, the modulated wave is controlled to run at the limit maximum capacity of the limiter module. Finally, an experimental prototype was built to verify the proposed strategy.
预测控制具有较高的动态响应特性,可以有效地提高逆变器的性能。比例-比例-延迟(PPD)是一种新型的预测控制器。与现有的预测控制器相比,它具有计算量少、带宽高的优点,理论上可以实现无差拍控制。但在实际的数字系统中,在某些工况下,PPD控制器输出的励磁电压受到限幅器模块的限制,降低了系统的响应速度。本文首先分析了限位器模块影响PPD控制器动态特性的机理,推导出受影响最严重的工况。然后,基于励磁电压的面积等效原理,提出了一种在实际系统中改善PPD控制器动态特性的策略。该策略的核心思想是将有限激励电压等效地分配给后续开关周期的调制波。在栅极电流等于参考电流之前,控制调制波以限幅器模块的极限最大容量运行。最后,建立了一个实验样机来验证所提出的策略。
{"title":"Improve Dynamic Response of A New Type of Predictive Controller Based on Erea Equivalent","authors":"Mingming Li, Linwei Zhou, Huafeng Xiao, Ming-Ming Cheng","doi":"10.1109/ICSGCE55997.2022.9953731","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953731","url":null,"abstract":"Predictive control has high dynamic response characteristics and can effectively improve the performance of inverters. Proportional-Proportional-Delay (PPD) is a new type of predictive controller. Compared with the existing predictive controllers, it has the advantages of less computation and higher bandwidth, and it can theoretically realize deadbeat control. However, in the actual digital system, the excitation voltage output by the PPD controller is limited by the limiter module in some working conditions, which reduces the response speed of system. This paper first analyzes the mechanism that the limiter module affects the dynamic characteristics of PPD controller, and deduces the most seriously affected working conditions. Then, based on the area equivalent principle of excitation voltage, a strategy for improving the dynamic characteristics of PPD controller in the actual system is proposed. The core idea of this strategy is to allocate the limited excitation voltage to the modulated wave of the subsequent switching cycle equivalently. And before the grid current is equal to the reference current, the modulated wave is controlled to run at the limit maximum capacity of the limiter module. Finally, an experimental prototype was built to verify the proposed strategy.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124172976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ICSGCE 2022 Cover Page ICSGCE 2022封面
Pub Date : 2022-10-14 DOI: 10.1109/icsgce55997.2022.9953650
{"title":"ICSGCE 2022 Cover Page","authors":"","doi":"10.1109/icsgce55997.2022.9953650","DOIUrl":"https://doi.org/10.1109/icsgce55997.2022.9953650","url":null,"abstract":"","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116018441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Power Management in PV-Wind Hybrid with Storage System Based on Multi-input DC-DC Converter 基于多输入DC-DC变换器的光伏-风能混合存储系统电源管理
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953593
H. Suryoatmojo, Tito Bambang Priambodo, Soedibyo, Akhmad Farid Rosyidi, Prabowo, D. A. Asfani
Both photovoltaic (PV) and wind energy is renewable energy that has intermittent power generation and implication for poor power stability. The multi-input DC-DC converter is one of the proven solutions that can be applied to multi-generation systems. In this research, simulations will be carried out to evaluate the performance of multi-input DC-DC converters with perturb and observe MPPT algorithm in off-grid hybrid PV-Wind with battery and supercapacitor energy storage based on solar irradiance intermittencies conditions. From the results, it was found that a multi-input DC-DC converter can rapidly lower ripple voltage on the load side from 12% to 1 - 2% in consequence of intermittent irradiancy even without the implementation of the algorithm on wind turbine output. Also, overshoot and undershoot of the system can be absorbed by the supercapacitor and stored effectively by the battery so that power losses can be reduced. Therefore, the multi-input converter with the proposed Perturb and Observe algorithm can be used as one of the solution concepts for hybrid renewable energy electrical systems.
光伏和风能都是可再生能源,具有间歇性发电和电力稳定性差的问题。多输入DC-DC变换器是一种成熟的解决方案,可以应用于多代系统。在本研究中,将通过仿真来评估具有摄动的多输入DC-DC变换器的性能,并观察基于太阳辐照度间歇性条件下电池和超级电容器离网混合PV-Wind储能中的MPPT算法。结果表明,多输入DC-DC变换器即使不对风电机组输出实施该算法,也能将负载侧受间歇性辐射影响的纹波电压从12%快速降低到1 ~ 2%。此外,系统的超调和过调可以被超级电容器吸收,并被电池有效地存储,从而减少功率损失。因此,采用Perturb和Observe算法的多输入变换器可以作为混合可再生能源电力系统的解决方案之一。
{"title":"Power Management in PV-Wind Hybrid with Storage System Based on Multi-input DC-DC Converter","authors":"H. Suryoatmojo, Tito Bambang Priambodo, Soedibyo, Akhmad Farid Rosyidi, Prabowo, D. A. Asfani","doi":"10.1109/ICSGCE55997.2022.9953593","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953593","url":null,"abstract":"Both photovoltaic (PV) and wind energy is renewable energy that has intermittent power generation and implication for poor power stability. The multi-input DC-DC converter is one of the proven solutions that can be applied to multi-generation systems. In this research, simulations will be carried out to evaluate the performance of multi-input DC-DC converters with perturb and observe MPPT algorithm in off-grid hybrid PV-Wind with battery and supercapacitor energy storage based on solar irradiance intermittencies conditions. From the results, it was found that a multi-input DC-DC converter can rapidly lower ripple voltage on the load side from 12% to 1 - 2% in consequence of intermittent irradiancy even without the implementation of the algorithm on wind turbine output. Also, overshoot and undershoot of the system can be absorbed by the supercapacitor and stored effectively by the battery so that power losses can be reduced. Therefore, the multi-input converter with the proposed Perturb and Observe algorithm can be used as one of the solution concepts for hybrid renewable energy electrical systems.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116886813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Investigation of the Effectiveness of Thermoelectric Cooler with Stirling Engine Heat Pump for the Cooling of Lithium–Ion Battery Module 斯特林发动机热泵热电冷却器对锂离子电池模块冷却效果的研究
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953699
John Vincent Adan, Joshua Roberto Gruta, Jesus M. Martinez
Lithium-ion batteries overheat during their actual operation, creating difficulties for their implementation in EVs and HEVs. In this study, a thermoelectric cooler paired with a Stirling engine (TEC+SE) was designed and used as a cooling mechanism for the battery cooling system. Then, the researchers compared the maximum temperature of the battery module at various discharge rates and the power consumption when TEC+SE was used to that of the standard thermoelectric cooler paired with force convection (TEC+FC). The researchers found that TEC+FC still provides better cooling since the battery module had a lower maximum temperature for every discharge rate than TEC+SE. Despite this, power consumption measurement reveals that TEC+SE consumes significantly less power than TEC+FC.
锂离子电池在实际运行过程中会出现过热现象,这给电动汽车和混合动力汽车带来了困难。在本研究中,设计了一种与斯特林发动机(TEC+SE)配对的热电冷却器,并将其作为电池冷却系统的冷却机构。然后,研究人员比较了不同放电速率下电池模块的最高温度和使用TEC+SE与标准热电冷却器搭配强制对流(TEC+FC)时的功耗。研究人员发现,TEC+FC仍然提供更好的冷却,因为电池模块在每次放电速率下的最高温度低于TEC+SE。尽管如此,功耗测量显示TEC+SE的功耗明显低于TEC+FC。
{"title":"Investigation of the Effectiveness of Thermoelectric Cooler with Stirling Engine Heat Pump for the Cooling of Lithium–Ion Battery Module","authors":"John Vincent Adan, Joshua Roberto Gruta, Jesus M. Martinez","doi":"10.1109/ICSGCE55997.2022.9953699","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953699","url":null,"abstract":"Lithium-ion batteries overheat during their actual operation, creating difficulties for their implementation in EVs and HEVs. In this study, a thermoelectric cooler paired with a Stirling engine (TEC+SE) was designed and used as a cooling mechanism for the battery cooling system. Then, the researchers compared the maximum temperature of the battery module at various discharge rates and the power consumption when TEC+SE was used to that of the standard thermoelectric cooler paired with force convection (TEC+FC). The researchers found that TEC+FC still provides better cooling since the battery module had a lower maximum temperature for every discharge rate than TEC+SE. Despite this, power consumption measurement reveals that TEC+SE consumes significantly less power than TEC+FC.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122417666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Full Feedforward Control Strategy with Pre-Filter of LCL Grid-Connected Inverter in Weak Grid 弱电网下LCL并网逆变器的预滤波全前馈控制策略
Pub Date : 2022-10-14 DOI: 10.1109/ICSGCE55997.2022.9953680
Jian Wu, Zhihang Luo, Yongshuai Cui, Dianguo Xu
With the large number of wind, photovoltaic and other new energy distributed generation connected to the grid, the weak impedance of the grid is more prominent. The full feed-forward control has a good suppression effect on the power grid background harmonic and has been widely used, but the traditional full feedforward control cannot adapt to the change of grid impedance. In this paper, a full feedforward control strategy with pre-filter is proposed. By setting a reasonable depth factor and passband width, the system can perform full feedforward only at the selected frequency and attenuate at other frequencies, so a good characteristic of grid voltage harmonic rejection is also maintained. The simulation in MATLAB/Simulink shows that the output still maintains high power factor and good sinusoidal characteristics under rich grid voltage harmonics and a certain grid inductive reactance, which verifies that the improved full feedforward strategy has good weak grid adaptability and robustness.
随着大量风能、光伏等新能源分布式发电并网,电网的弱阻抗问题更加突出。全前馈控制对电网背景谐波具有良好的抑制效果,得到了广泛的应用,但传统的全前馈控制不能适应电网阻抗的变化。本文提出了一种带预滤波的全前馈控制策略。通过设置合理的深度因子和通带宽度,使系统仅在所选频率处进行全前馈,在其他频率处进行衰减,从而保持了良好的电网电压谐波抑制特性。在MATLAB/Simulink中的仿真结果表明,在电网电压谐波丰富、电网感应抗一定的情况下,输出仍然保持较高的功率因数和良好的正弦特性,验证了改进的全前馈策略具有良好的弱电网适应性和鲁棒性。
{"title":"Full Feedforward Control Strategy with Pre-Filter of LCL Grid-Connected Inverter in Weak Grid","authors":"Jian Wu, Zhihang Luo, Yongshuai Cui, Dianguo Xu","doi":"10.1109/ICSGCE55997.2022.9953680","DOIUrl":"https://doi.org/10.1109/ICSGCE55997.2022.9953680","url":null,"abstract":"With the large number of wind, photovoltaic and other new energy distributed generation connected to the grid, the weak impedance of the grid is more prominent. The full feed-forward control has a good suppression effect on the power grid background harmonic and has been widely used, but the traditional full feedforward control cannot adapt to the change of grid impedance. In this paper, a full feedforward control strategy with pre-filter is proposed. By setting a reasonable depth factor and passband width, the system can perform full feedforward only at the selected frequency and attenuate at other frequencies, so a good characteristic of grid voltage harmonic rejection is also maintained. The simulation in MATLAB/Simulink shows that the output still maintains high power factor and good sinusoidal characteristics under rich grid voltage harmonics and a certain grid inductive reactance, which verifies that the improved full feedforward strategy has good weak grid adaptability and robustness.","PeriodicalId":326314,"journal":{"name":"2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114416149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2022 10th International Conference on Smart Grid and Clean Energy Technologies (ICSGCE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1