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2021 6th International Conference on Development in Renewable Energy Technology (ICDRET)最新文献

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Development of a Priority-based Load Management System to Address Variability in RE Power Injection in National Grid 基于优先级的负荷管理系统的开发,以解决国家电网可再生能源电力注入的可变性
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9752677
Mehedi Hasan Jewel, Md. Suruj Ali, S. Aziz, Parag Kumar Paul, Md. Nur Alam, S. Chowdhury
Variable renewable energy injection into the grid makes the smooth operation of the grid challenging. Demand response enabled smart grid addresses the challenges by managing demand. This work developed a priority based load control system that controls the demand by switching the loads according to the priority depending on grid parameters like voltage and frequency. A laboratory setup has been developed along with a smart meter that can measure the grid voltage and frequency. By measuring the grid voltage and frequency, the device can switch off or on the connected priority loads.
可变的可再生能源注入电网给电网的平稳运行带来了挑战。支持需求响应的智能电网通过管理需求来解决挑战。本工作开发了一种基于优先级的负荷控制系统,该系统根据电压和频率等电网参数的优先级来切换负荷,从而控制需求。一个实验室装置和一个可以测量电网电压和频率的智能电表已经开发出来。通过测量电网电压和频率,该设备可以切断或接通连接的优先负载。
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引用次数: 0
Early Experience of the Generation Pattern of Grid Connected Solar PV System in Bangladesh: A SARIMA Analysis 孟加拉国并网太阳能光伏系统发电模式的早期经验:SARIMA 分析
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9751794
S. Aziz, S. Chowdhury
The Engreen solar PV power plant at Shorishabari, Jamalpur, is the first large scale grid connected solar PV plant in Bangladesh, and has been operating for over three years. As the first PV plant of its type, it offers insights into the performance of grid connected solar PV in Bangladesh. In this study, we use the monthly data from the power plant for its operating life until the recent month, and the seasonal autoregressive integrated moving average (SARIMA) model to find out the generation trend of the plant. We find that monthly and seasonal differencing is required, and that the model (1,1,8) x (0,1,0)12 is the most suitable. We conduct a forecast for the model to predict electricity generation for the last eight months of our sample period, and find that the forecast traces the actual generation values, but without having the same extreme values. Further scope for research includes longer time series data as it becomes available in the future, and incorporating the effects of exogenous factors such as solar radiation, temperature and grid outages.
位于贾马尔布尔 Shorishabari 的 Engreen 太阳能光伏电站是孟加拉国第一座大规模并网太阳能光伏电站,已运营三年多。作为首个同类光伏电站,它为了解孟加拉国并网太阳能光伏电站的性能提供了参考。在本研究中,我们使用了该电站从运营到最近一个月的月度数据,并使用季节性自回归综合移动平均(SARIMA)模型找出了该电站的发电趋势。我们发现需要进行月度和季节差分,而 (1,1,8) x (0,1,0)12 模型最为合适。我们对模型进行了预测,以预测样本期最后 8 个月的发电量,结果发现预测值与实际发电量相符,但没有出现相同的极端值。进一步的研究范围包括未来获得更长的时间序列数据,以及纳入太阳辐射、温度和电网中断等外生因素的影响。
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引用次数: 1
In-Between Randomization Assisted Machine Learning Performance Analysis for Naturally-Sensitized Solar Cells 自然敏化太阳能电池的随机辅助机器学习性能分析
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9752685
H. Maddah
The utilization of free, renewable, and available solar energy became a focus research area in recent years. Sustainable natural photosensitizers in dye-sensitized solar cells (DSSCs) are among the hot researched topics in the scientific community. Herein, various naturally-sensitized-photoanode-based DSSCs were studied via statistical and machine learning analysis to investigate the possibility to achieve relatively high PCEs in naturally-sensitized DSSCs. Studied photosensitizer (dye) characteristics included chemical structure and bandgap which were correlated to the literature reported PCEs. Input parameters used in models classification training were: the number of π-bonds (PI), the number of anchoring groups (X), HOMO(H)-LUMO(L), and bandgap energy (BG), with only 2 responses regarding the statistical possibility to achieve high PCEs (Yes/No). Both training/testing (80/20)% datasets were carefully chosen to identify the dye controlling parameters responsible for increasing PCEs. The built trained classification models (decision trees) were tested and showed high prediction accuracy. The idea here is to check whether a certain dye and its correlated PCE would achieve below or above the average PCE. Thus, this allowed us to classify the problem according to the selected parameters so that the dyes can be correlated to their BGs and the other parameters. This work shows the potential of applying statistical analysis to natural sensitizers for enhanced charge injection (current density) for renewable, cost-effective, and sustainable energy production.
利用免费的、可再生的、可利用的太阳能成为近年来研究的热点。染料敏化太阳能电池中可持续的天然光敏剂是目前科学界研究的热点之一。本文通过统计和机器学习分析研究了各种自然敏化的基于光阳极的DSSCs,以探讨在自然敏化DSSCs中实现相对高pce的可能性。研究了光敏剂(染料)的化学结构和带隙特性,这些特性与文献报道的pce相关。用于模型分类训练的输入参数为π键数(PI)、锚定基团数(X)、HOMO(H)-LUMO(L)和带隙能量(BG),对于实现高pce的统计可能性只有2个回答(Yes/No)。仔细选择训练/测试(80/20)%的数据集,以确定导致pce增加的染料控制参数。对所建立的训练好的分类模型(决策树)进行了测试,显示出较高的预测准确率。这里的想法是检查某种染料及其相关的PCE是低于还是高于平均PCE。因此,这使我们能够根据所选参数对问题进行分类,以便染料可以与其BGs和其他参数相关联。这项工作显示了将统计分析应用于自然敏化剂的潜力,以增强电荷注入(电流密度),从而实现可再生、经济高效和可持续的能源生产。
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引用次数: 0
Potentiality Evaluation of Human Excreta and Biodegradable Municipal Solid Waste to Generate Electricity Through Biogas for Electric Vehicle Charging Stations 人类排泄物和可生物降解的城市生活垃圾沼气用于电动汽车充电站发电的潜力评价
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9752678
Kazi Zobair Alam, Hadi Istiak Ahmed, Mohammad Rubaiyat Tanvir Hossain
The proliferation of Electric Vehicles (EV) in recent times paves the way for cheaper transportation costs, lower GHG emissions, etc. However, the requirement for charging the EV batteries and lack of sufficient Electric Vehicle Charging Station (EVCS) in Bangladesh linger the time and incur a higher cost from the EV owners. Most EV owners harness power from the residential connection illegally and cause power system loss by paying the bill as the residential consumer. Moreover, the non-linear characteristics of the EV charger affect the grid power quality by injecting harmonics, causing voltage fluctuation and power loss. To overcome the problems, this research focuses on utilizing Human Excreta and Biodegradable Municipal Solid Waste (MSW) to generate electricity through Biogas for EV charging. The proposed model is developed using MATLAB Simulink software, and a techno-economic conclusion is made to ensure the design's feasibility and sustainability.
近年来,电动汽车(EV)的普及为更便宜的运输成本、更低的温室气体排放等铺平了道路。然而,在孟加拉国,电动汽车电池充电的要求和缺乏足够的电动汽车充电站(EVCS)困扰着时间,并招致电动汽车车主的更高成本。大多数电动汽车车主非法利用住宅连接的电力,并以居民消费者的身份支付电费,造成电力系统损失。此外,电动汽车充电器的非线性特性通过注入谐波影响电网电能质量,造成电压波动和功率损耗。为了克服这些问题,本研究的重点是利用人类排泄物和可生物降解的城市固体废物(MSW)通过沼气发电,为电动汽车充电。利用MATLAB Simulink软件对所提出的模型进行了开发,并进行了技术经济分析,保证了设计的可行性和可持续性。
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引用次数: 1
Design and Assessment of a Standalone Hybrid Mode Microgrid for the Rohingya Refugees Using Load Following Dispatch Strategy 使用负载跟随调度策略的罗兴亚难民独立混合模式微电网的设计和评估
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9751791
Md. Fatin Ishraque, Md. Shajid Hussain, Md. Sohel Rana, Md. Hassanul Karim Roni, S. Shezan
In this research, a stand-alone PV/Wind/Diesel Gen-erator/ Battery-based hybrid microgrid for a Rohingya refugee community in Kutupalong, Ukhia, Cox's Bazar, Bangladesh, is optimally designed and assessed. Its power system responses are considered and a load-following dispatch strategy is implemented. A previous study on this topic, in which a dispatch strategy and power system response-based analysis was not conducted for the design of an optimal microgrid for the same proposed location, was used as a reference. In this current study, the optimal costs, component sizes and greenhouse gas emissions of the proposed microgrid were reduced by significant amounts compared with those in the referenced one for the similar load profile of 29.44 kW by implementing load-following dispatch control. HOMER Pro was used to obtain optimal sizing and the microgrid's design, and Simulink for power system responses. This analysis would also be suitable for other locations with identical meteorological and load profiles.
在这项研究中,对孟加拉国考克斯巴扎尔库图帕隆的罗兴亚难民社区的独立光伏/风能/柴油发电机/电池混合微电网进行了优化设计和评估。考虑了电力系统的响应,实现了负荷跟随调度策略。参考前人对该课题的研究,在相同的建议位置,没有进行调度策略和基于电力系统响应的分析来设计最优微电网。在本研究中,通过实施负荷跟随调度控制,所提出的微电网的最优成本、组件尺寸和温室气体排放与参考的29.44 kW相似负荷剖面的微电网相比显著降低。利用HOMER Pro软件获得最优规模和微电网设计,利用Simulink软件进行电力系统响应。这种分析也适用于具有相同气象和负荷概况的其他地点。
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引用次数: 3
Improving the efficiency and stability of Perovskite-CdTe tandem solar cell: A numerical simulation study with wx-AMPS 提高钙钛矿- cdte串联太阳能电池的效率和稳定性:wx-AMPS的数值模拟研究
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9752684
Sharmin Jahan, Rudaina Tasnuva, M. A. Matin
Organic and inorganic lead halide perovskites due to their low weight, high efficiency, and low cost, have played an important role in photovoltaic (PV) technology during the last decade. As an absorber layer, methylammonium lead bromide-based perovskite cells have a bandgap of 2.3 eV, which makes them compatible for tandem structures with CdTe solar cells with an energy gap of 1.45 eV. A low-cost device configuration model for the perovskite-CdTe tandem solar cell has been developed utilizing wx-AMPS simulation in this research. The single-junction perovskite solar cell has an efficiency of 21.8% and the single junction CdTe solar cell has an efficiency of 25.71%. The thickness and dopant concentration of absorber layers, i.e. perovskite and CdTe, the hole transport material (HTM), electron transport material (ETM), and the device temperature all have a role in influencing the solar cell output parameters and performance. The ideal CdTe and perovskite thicknesses were determined to be 4 µm and 6 µm, respectively at which the best efficiency was found. With an open-circuit voltage of 0.9997 V, a short circuit current of 33.91 mA/cm2, and a fill factor of 87 %, the efficiency of the FTO(TCO)/TiO2(ETL)/CH3NH3PbBr3/Cu2O(HTL)/CdS(Tunnel Junction),/CdS (Window layer)/CdTe tandem solar cell is 29.5%. This structure has been designed to improve the stability of the solar cell when the temperature rises, which is important for the commercial viability of perovskite solar cells (PSC).
有机和无机卤化铅钙钛矿由于其重量轻、效率高、成本低等特点,在过去十年中在光伏技术中发挥了重要作用。作为吸收层,甲基溴化铅基钙钛矿电池具有2.3 eV的带隙,这使得它们与能量间隙为1.45 eV的CdTe太阳能电池兼容串联结构。本研究利用wx-AMPS模拟技术建立了钙钛矿- cdte串联太阳能电池的低成本器件配置模型。单结钙钛矿太阳能电池的效率为21.8%,单结CdTe太阳能电池的效率为25.71%。吸收层(钙钛矿和CdTe)的厚度和掺杂物浓度、空穴输运材料(HTM)、电子输运材料(ETM)以及器件温度都对太阳能电池的输出参数和性能有影响。CdTe和钙钛矿的理想厚度分别为4µm和6µm,效率最高。在开路电压为0.9997 V,短路电流为33.91 mA/cm2,填充系数为87%的条件下,FTO(TCO)/TiO2(ETL)/CH3NH3PbBr3/Cu2O(HTL)/CdS(隧道结),/CdS(窗口层)/CdTe串联太阳能电池的效率为29.5%。设计这种结构是为了提高太阳能电池在温度升高时的稳定性,这对钙钛矿太阳能电池(PSC)的商业可行性很重要。
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引用次数: 1
Design of Double-Integral Sliding Mode Controllers to Mitigate SSR Problems in DFIG-Based Wind Farms Using Fast Power Reaching Laws 基于快速功率到达律的双积分滑模控制器设计缓解基于dfig的风电场的SSR问题
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9751793
Ahamad Sazzad Jewel, T. K. Roy
A fast power reaching law-based double sliding mode controller (FPRL-DISMC) is proposed in this study to alleviate the sub-synchronous resonance (SSR) in a DFIG-based wind farm. The rotor side converter (RSC) has a larger influence on minimizing SSR effects than the grid-side converter (GSC), and the suggested controller is just for RSCs. Furthermore, because the suggested controller has a robustness property against external and parametric uncertainties, these uncertainties are taken into account when the controller is constructed using the RSC model. Following that, the proposed approach is used to generate the control law, and the overall stability of the RSC dynamic is ensured using the well-known Lyapunov theory. Finally, a simulation study is undertaken under various compensation levels to validate the utility of the suggested. The suggested controller's performance is compared to that of the existing controller to demonstrate its superiority.
本文提出了一种基于快速功率到达律的双滑模控制器(FPRL-DISMC),以缓解基于dfig的风电场的次同步谐振(SSR)。转子侧变流器(RSC)比电网侧变流器(GSC)对最小化SSR效应的影响更大,所建议的控制器仅适用于转子侧变流器。此外,由于建议的控制器具有对外部和参数不确定性的鲁棒性,因此在使用RSC模型构建控制器时考虑了这些不确定性。然后,利用该方法生成控制律,并利用著名的李雅普诺夫理论保证RSC动态的整体稳定性。最后,在不同的补偿水平下进行了仿真研究,以验证所建议的效用。通过与现有控制器的性能比较,证明了该控制器的优越性。
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引用次数: 0
IoT-Based Smart Street Light Monitoring System with Kalman Filter Estimation 基于卡尔曼滤波估计的物联网智能路灯监控系统
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9751792
E. R. J. Sajonia, L. M. Dagsa
Integrating an intelligent control and management system on solar streetlights has an advanced impact in improving its system efficiency. The study developed a system for collecting, analyzing, and monitoring information on streetlight infrastructure in remote areas using IOT-based technology utilizing a Kalman filter estimation method. A solar street light controller is integrated into the conventional intelligent streetlight PV system using a plurality of Gravity I2C digital wattmeter, and LILYGO TTGO T-Call V1.5 that includes a real-time collection and logging of data. The study utilized open-source software such as PHP framework and MySQL database to display the battery and solar panel status online. The Kalman filter algorithm with modified initialization was used to estimate the bus voltage and load current. Data acquisition is in a one-minute interval based on the IEC61724 standard. The study assists the local community units by integrating effective and intelligent monitoring of their solar street lights. Moreover, the study performs an advanced development in embedded systems for energy conservation of street lights system and reduction of the maintenance cost.
在太阳能路灯上集成智能控制和管理系统,对提高太阳能路灯的系统效率具有先进的影响。该研究开发了一个系统,用于收集、分析和监测偏远地区路灯基础设施的信息,该系统使用基于物联网的技术,利用卡尔曼滤波估计方法。太阳能路灯控制器集成到传统的智能路灯光伏系统中,使用多个Gravity I2C数字电表和LILYGO TTGO T-Call V1.5,包括实时收集和记录数据。本研究利用PHP框架等开源软件和MySQL数据库在线显示电池和太阳能电池板状态。采用改进初始化的卡尔曼滤波算法对母线电压和负载电流进行估计。根据IEC61724标准,数据采集间隔为一分钟。这项研究帮助当地社区单位对太阳能路灯进行有效和智能的监测。此外,本研究还在路灯系统节能和降低维护成本的嵌入式系统方面进行了先进的开发。
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引用次数: 2
Copyright 版权
Pub Date : 2021-12-28 DOI: 10.1109/icdret54330.2021.9751787
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引用次数: 0
Action Research in Bhutan: Production of Biogas from Rice Cooking Generated Wastewater 不丹的行动研究:利用煮饭产生的废水生产沼气
Pub Date : 2021-12-28 DOI: 10.1109/ICDRET54330.2021.9752680
Nadim Reza Khandaker, M. Moshiur Rahman, Farzana Islam Khan
Rice is a staple of any South Asian or even greater Asian household diet. Particularly, in Bhutan, at least two meals are based on the main staple of rice. The process of cooking rice in this culture is to boil the rice in water till the rice grain is soft. Then the liquid is completely decanted out the from the rice. Finally, the rice is simmered down in low heat. The decanted liquid is, in most cases, dumped down the sink as grey water to the drain in most urban and rural settings. This wastewater is high in biochemical oxygen demand and contributes to surface water pollution by adding nutrients to the water bodies unless treated. In this research, in a student hostel in the Kingdom of Bhutan, rice cooking wastewater was used to generate biogas using an anaerobic up-flow sludge blanket reactor. The generated biogas was used for cooking lentils, another daily staple in the South Asian diet. This paper reports on the design and efficacy of operation of the reactor, generation potential of the biogas for the rice cooking wastewater with sufficient methane content to sustain combustion and application to thermal cooking on a sustained daily basis. The reactor feed rate was 10 L/hour of rice cooking wastewater producing 1.2 m3 of biogas over a 24-hr period. The reactor was operated at mesophilic operating temperature and a hydraulic retention time of 48 hrs. Mass balance showed that 1.0 L of rice cooking wastewater produces 5.0 L of biogas. This research shows the classic successful conversion of a waste to useful energy, a successful example of the new nexus of operation in a circular economy.
大米是任何南亚甚至更大的亚洲家庭饮食的主食。特别是在不丹,至少有两顿饭是以大米为主食的。在这种文化中,煮米的过程是把米放在水里煮,直到米粒变软。然后将液体完全从大米中倒出。最后,用小火把米饭煮熟。在大多数城市和农村环境中,倒掉的液体在大多数情况下作为灰水被倒入水槽,排水管。这种废水的生化需氧量很高,如果不进行处理,就会向水体中添加营养物质,从而导致地表水污染。在这项研究中,在不丹王国的一个学生宿舍,使用厌氧上流式污泥毯式反应器将煮饭废水用于产生沼气。产生的沼气被用于烹饪扁豆,这是南亚饮食中的另一种日常主食。本文介绍了反应器的设计、运行效果、沼气的生成潜力,以及甲烷含量足以维持燃烧的煮饭废水,以及每天持续用于热煮饭的应用。反应器进料速率为10 L/h的蒸煮废水,在24小时内产生1.2 m3的沼气。反应器在中温操作温度下运行,水力停留时间为48小时。质量平衡表明,1.0 L蒸煮废水产生5.0 L沼气。这项研究展示了将废物转化为有用能源的经典成功案例,这是循环经济中运作新纽带的成功范例。
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引用次数: 0
期刊
2021 6th International Conference on Development in Renewable Energy Technology (ICDRET)
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