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2020 5th International Conference on Renewable Energies for Developing Countries (REDEC)最新文献

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Energy load forecasting in big data context 大数据环境下的能源负荷预测
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163901
Hicham Moad Safhi, B. Frikh, B. Ouhbi
Smart grid is now making a significant impact on energy management. In fact, adding smart meters to the power grid allow a better system monitoring and control. In addition, it has also allowed a variety of data to be captured. Handling consumers needs is beneficial for a wise energy production and consumption. However, a challenging task in energy management concerns estimating the future energy demand of consumers, especially when consumers change their behavior. A key element to tackle this issue, is by analyzing smart grid data, and discovering hidden patterns and factors that can effectively be used to predict energy consumption. In this paper, we are interested in the effect of external variables on energy consumption. We first present the state of art of energy load forecasting approaches, also highlight the challenges associated with big energy data. Then we provide a comparison of machine learning approaches for energy load production in a big data context. Experimental results show the contribution of external variables on the model’s accuracy and interpretability.
智能电网正在对能源管理产生重大影响。事实上,在电网中添加智能电表可以更好地监测和控制系统。此外,它还允许捕获各种数据。处理好消费者的需求,有利于实现能源的合理生产和消费。然而,能源管理中的一个具有挑战性的任务是估计消费者未来的能源需求,特别是当消费者改变他们的行为时。解决这个问题的一个关键因素是分析智能电网数据,发现可以有效用于预测能源消耗的隐藏模式和因素。在本文中,我们感兴趣的是外部变量对能源消耗的影响。我们首先介绍了能源负荷预测方法的现状,并强调了与大能源数据相关的挑战。然后,我们提供了在大数据背景下能源负荷生产的机器学习方法的比较。实验结果表明,外部变量对模型的精度和可解释性有很大的影响。
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引用次数: 3
EVs charging and discharging model consisted of EV users behaviour 电动汽车充放电模型包含电动汽车用户行为
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163594
Soumia Ayyadi, M. Maaroufi, Syed M. Arif
This paper proposes a new approach for forecasting the coordinated Electric Vehicles (EVs) charging and discharging that minimizes the EVs charging cost, based on the day-ahead electricity price (DAEP) subject to the EVs state of charge (SOC) limits, the EVs maximum power charger, the EVs batteries full charging at the end of the charging period. Besides, the EVs initial state of charge (SOC0) has been calculated based on the EVs daily driving mileage, while Latin Hypercube Sampling (LHS) has been applied to deal with the EVs arrival, departure time and SOC0 uncertainties. The proposed optimal strategy enables EVs users to make a profit of 14.79€ while they need 2.17€ to charge their EVs in the uncoordinated scenario. Furthermore, the comparison between the real and the estimated results show that the charging cost based on the real SOC0 values is 2.88% and 27% higher than the charging cost based on the estimated SOC0 values for coordinated and uncoordinated scenarios respectively.
本文提出了一种基于电动汽车荷电状态(SOC)限制下的日前电价(DAEP)、电动汽车最大功率充电器、电动汽车电池在充电期结束时的满电量,实现电动汽车充电成本最小化的协同充放电预测新方法。基于电动汽车日行驶里程计算电动汽车的初始充电状态(SOC0),并采用拉丁超立方采样(LHS)方法处理电动汽车到达、离开时间和SOC0的不确定性。所提出的最优策略使电动汽车用户在非协调情况下的利润为14.79欧元,而充电成本为2.17欧元。结果表明,在协调和非协调情况下,基于实际SOC0值的充电成本分别比基于预估SOC0值的充电成本高2.88%和27%。
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引用次数: 8
The influence of the structural variations in the π-bridge of D-π-A organic dyes on the efficiency of dye-sensitized solar cells (DSSCs): A DFT computational study D-π-A有机染料π桥结构变化对染料敏化太阳能电池效率的影响:DFT计算研究
Pub Date : 2020-06-01 DOI: 10.1109/redec49234.2020.9163842
M. Hachi, A. Slimi, A. Benjelloun, A. Fitri, S. Elkhattabi, M. Benzakour
In this study, four donor-$pi$-acceptor dyes based on on benzocarbazole as donor have been designed by varying the bridge groups. Their optoelectronic and photovoltaic properties have been evaluated using density functional theory (DFT) and time-dependent DFT (TD-DFT) methods. Several key parameters have been investigated to reveal the influence of the modulation of the spacer group in improving light-absorbing capacities and enhancing the intramolecular charge transfer. From the results indicated that the molecule Dye-c show the best performance among the designed dyes, showing low-lying HOMO energy level (-5.29 eV), small energy gap (2.47 eV), a maximum wavelength of 446 nm. This contribution can provide an efficient guidance for the design of efficient D-$pi$-A dyes for dye-sensitized solar cells (DSSCs).
本研究通过改变桥基,设计了以苯并咔唑为给体的4种给体-受体染料。利用密度泛函理论(DFT)和时变DFT (TD-DFT)方法对其光电性能和光伏性能进行了评价。研究了几个关键参数,揭示了间隔基团的调制对提高光吸收能力和增强分子内电荷转移的影响。结果表明,分子Dye-c表现出较低的HOMO能级(-5.29 eV),较小的能隙(2.47 eV),最大波长为446 nm,在所设计的染料中表现出最好的性能。这为染料敏化太阳能电池(DSSCs)中高效D-$pi$- a染料的设计提供了有效的指导。
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引用次数: 1
Participation of a DFIG Based Wind Energy Conversion System in Frequency Control 基于DFIG的风能转换系统参与变频控制
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163879
Noureddine Elmouhi, A. Essadki, Hind Elaimani, R. Chakib
In this article, we study the participation of a DFIG-based wind turbine in frequency control in the event of a fault affecting the grid frequency. The method presented in this paper is based on the combination of primary control and the inertial response: The first controller is to produce less power than its maximum available. Therefore, we will create an active power reserve to exploit to support production in the grid frequency drop event. The second makes it possible to exploit part of the kinetic energy stored in the turbine at the start of the occurrence of the frequency fault to support the production.Therefore, this work presents the integration of these control structures as well as the study of their performance in the case of a wind turbine based on DFIG and controlled by the Backstepping technique. The results are obtained by a simulation in the MATLAB / SIMULINK environment.
在本文中,我们研究了在故障影响电网频率的情况下,基于dfig的风力发电机组参与频率控制。本文提出的方法是基于一次控制和惯性响应的结合:第一个控制器产生的功率小于其最大可用功率。因此,我们将创建一个有功电力储备来开发,以支持电网频率下降事件下的生产。第二,在频率故障发生之初,可以利用储存在涡轮机中的部分动能来支持生产。因此,本工作提出了这些控制结构的集成,并在基于DFIG的风力机的情况下研究了它们的性能,并采用了后退技术控制。在MATLAB / SIMULINK环境下进行了仿真,得到了仿真结果。
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引用次数: 1
An Efficient Iterative Method for Extracting Parameters of Photovoltaic Panels with Single Diode Model 单二极管模型光伏板参数提取的有效迭代方法
Pub Date : 2020-06-01 DOI: 10.1109/redec49234.2020.9163858
Abdelaaziz Benahmida, N. Maouhoub, H. Sahsah
In this paper, a five parameter extraction method for a single diode model of photovoltaic panels is proposed. The method is based on an iterative algorithm and able to estimate the electrical parameters from the panel’s datasheet information. Three steps are used to extract the five single diode model parameters. In the first step, we estimate analytically the ideality factor using the different information from the panel’s datasheet. In the second step, we formulate three analytical equations that permit us to find the parallel resistance, the saturation current and the photo-current as function of the series resistance and the ideality factors. The third step allows us to determine the optimal value of the series resistance using an iterative procedure that minimizes the error between the theoretical and the experimental maximum power values. The proposed method is applied to the polycrystalline silicon photovoltaic KC200GT solar module under standard test conditions (STC) and under different irradiations and temperatures. The results show a good agreement between the simulated data and the experimental measure extracted from datasheet.
提出了一种光伏板单二极管模型的五参数提取方法。该方法基于迭代算法,能够从面板的数据表信息中估计出电气参数。采用三步提取5个单二极管模型参数。在第一步中,我们使用来自面板数据表的不同信息分析地估计理想因子。在第二步,我们建立了三个解析方程,使我们能够找到并联电阻、饱和电流和光电流作为串联电阻和理想因数的函数。第三步允许我们使用迭代程序来确定串联电阻的最佳值,该迭代程序使理论和实验最大功率值之间的误差最小化。将该方法应用于多晶硅光伏KC200GT太阳能组件的标准测试条件(STC)以及不同辐照度和温度下的测试。结果表明,模拟数据与从数据表中提取的实验数据吻合较好。
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引用次数: 4
Comparison of thermodynamic properties of renewable diesel and commercial diesel 可再生柴油与商用柴油热力学性能的比较
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163866
Rachid Ait Belale, F. Alaoui, Mohamed Elkhouakhi, Mohamed Lifi, Y. Chhiti, L. Deshayes, Ilham Abala, A. Sahibeddine
This paper presents experimental and predicted results of volumetric properties for two biodiesels: Soybean Oil Biodiesel (SOB) and Waste Cooking Oil Biodiesel (WCOB) compared to the Normafluid as commercial diesel. Densities of SOB and WCOB were measured from 298.15 K to 393.15 K and from 0.1 MPa to 140 MPa, using an Anton Paar high-pressure vibrating tube densimeter (DMA HPM), whereas, the density of Normafluid was collected from literature. The density was predicted using the Tait Equation of Stat. This equation shows an efficiency of the prediction of the density of all products presented in this work with AAD=0.01% for each compound. Therefrom, thermodynamic properties as isobaric expensivity, $alpha_{p}$, and isothermal compressibility, кT, were determined over wide pressure and temperature ranges. $alpha_{p}$ and кT, have the same behavior as a function of temperature and pressure, while commercial diesel has a higher values of $alpha_{p}$ and кT than those of biodiesel at high temperature and low pressure, this information is of major importance in design engineering.
本文介绍了两种生物柴油:豆油生物柴油(SOB)和废食用油生物柴油(WCOB)的体积特性的实验和预测结果,并与normfluid作为商业柴油进行了比较。在298.15 K ~ 393.15 K和0.1 MPa ~ 140 MPa范围内,采用安东帕高压振动管密度计(DMA HPM)测量了SOB和WCOB的密度,而normfluid的密度采用文献收集。密度用Tait方程进行预测。该方程显示了本研究中所有产物密度的预测效率,每种化合物的AAD=0.01%。由此,在较宽的压力和温度范围内,确定了等压成本$alpha_{p}$和等温压缩率кT等热力学性质。$alpha_{p}$和кT作为温度和压力的函数具有相同的行为,而商品柴油在高温和低压下的$alpha_{p}$和кT值高于生物柴油,这一信息在设计工程中具有重要意义。
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引用次数: 3
Theoretical investigation of new organic materials for applications in organic solar cells 应用于有机太阳能电池的新型有机材料的理论研究
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163838
Rahma El Mouhi, A. Fitri, A. Benjelloun, S. Elkhattabi, M. Benzakour, M. Mcharfi
Novel designed organic compounds donor-acceptor-$pi$-acceptor (D-A’-$pi$-A) used for Bulk Heterojunction organic solar cells (BHJ) based on indoline compounds as a donor, were studied by density functional theory (DFT) and time-dependent DFT (TD-DFT) approaches. This study includes the predicting of the energy of HOMO, LUMO levels and the gap energy, the Voc (open circuit voltage) and ʎ max of absorption and other quantum parameters. The results show that the study of the structural, electronic and optical properties of these compounds as good candidates for use in photovoltaic applications.
采用密度泛函理论(DFT)和时变DFT (TD-DFT)方法研究了以吲哚类化合物为给体的体异质结有机太阳能电池(BHJ)中新型有机化合物给体-受体-$pi$-受体(D-A′-$pi$-a)。本研究包括对HOMO能级、LUMO能级和间隙能、开路电压Voc和吸收最大值等量子参数的预测。研究结果表明,这些化合物具有良好的结构、电子和光学性质,可用于光伏应用。
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引用次数: 0
Comparison between LCL and LLCL Filters For a Grid Connected Inverter Using Selective Harmonic Modulation 选择性谐波调制并网逆变器中LCL滤波器与LLCL滤波器的比较
Pub Date : 2020-06-01 DOI: 10.1109/redec49234.2020.9163595
Rawia Chakroun, R. B. Ayed, N. Derbel
This paper shows an analysis between the analytical design of photovoltaic power station filter and a real case filter. Indeed, the analytical filter considered in the design phase is an LCL filter, while the real case is an LLCL filter. This difference could impact the current harmonics rejected on the grid and breaks grid codes.
本文对光伏电站滤波器的解析设计与实际滤波器进行了对比分析。实际上,在设计阶段考虑的分析滤波器是一个LCL滤波器,而实际情况是一个LLCL滤波器。这种差异可能会影响电网上被拒绝的电流谐波,并破坏电网代码。
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引用次数: 1
Techno-Economic Evaluation of Very Large-Scale Photovoltaic Power Plant, Case Study:Eastern Morocco 超大型光伏电站的技术经济评价,案例研究:摩洛哥东部
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163890
H. A. L. Ouali, Benyounes Raillani, S. Hassani, M. Moussaoui, A. Mezrhab, S. Amraqui
Exploiting the solar energy resources of Morocco will certainly reduce its dependency on imported fossil fuels and can also lead to the reduction of the Kingdom’s energy bill. In order to study whether the implementation of a very large scale photovoltaic under Moroccan climate is technically and economically feasible, we present in this paper a techno-economic assessment of 100 MW Photovoltaic power plant for the electricity production in Oujda city (eastern Morocco), and we compare it with Dagget city (California - USA) and Almeria (Spain), where they are both countries are the pioneers of solar power-generation. Solar Advisor Model software is used to evaluate the monthly energy production, annual energy output, Capacity factor and the Levelized Cost of Energy (LCOE). The results indicate that the annual energy generation for the plant supposed installed in Oujda is 187.11 GWh, the performance ratio is 79 %, the capacity factor is 19.5 %, and finally, the LCOE is 0.06 $/kWh, which is quite interesting. These results are supposed to encourage the Moroccan government to exploit a large-scale photovoltaic for electricity production, which will lead to a sustainable development of this region of Morocco and encourage the government to start manufacturing its own PV panels to create new jobs and reduce the cost of importing panels from other countries.
开发摩洛哥的太阳能资源肯定会减少它对进口矿物燃料的依赖,也会导致减少王国的能源费用。为了研究在摩洛哥气候条件下实施大规模光伏发电是否在技术和经济上可行,我们在本文中对摩洛哥东部Oujda市100兆瓦光伏电站的发电进行了技术经济评估,并与美国加利福尼亚州达吉特市和西班牙阿尔梅里亚市进行了比较,这两个国家都是太阳能发电的先驱。太阳能顾问模型软件用于评估每月能源生产,年能源输出,容量因子和能源平准化成本(LCOE)。结果表明,拟在Oujda安装的电站年发电量为187.11 GWh,性能比为79%,容量系数为19.5%,最终LCOE为0.06美元/kWh,这是相当令人感兴趣的。这些结果将鼓励摩洛哥政府开发大规模光伏发电,这将导致摩洛哥该地区的可持续发展,并鼓励政府开始制造自己的光伏电池板,以创造新的就业机会,并降低从其他国家进口电池板的成本。
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引用次数: 2
Analysis of the lightning transient response of the grounding system of large wind farms 大型风电场接地系统雷电瞬态响应分析
Pub Date : 2020-06-01 DOI: 10.1109/REDEC49234.2020.9163837
P. Tete, F. Hasnaoui, Semaaan Georges
Reducing carbon dioxide emissions and air pollution resulting from the extensive use of electric power generated by fossil fuel is becoming the priority of most governments. Investing in wind energy is increasing exponentially in some countries targeting an acceptable level of air pollution. Studies of the effect of lightning strokes on wind power generators and the behavior of their grounding systems are constantly growing. It is becoming a necessity to develop faster and more accurate simulation tools and to use more sophisticated models. Despite the existence of a number of analytical models for transient studies, they are limited by a quasi-static approach. The main objective of this paper is to study the theoretical aspects related to the calculation of the physical quantities of wind turbines grounding systems and to simulate their performance based on the electromagnetic model.
减少大量使用化石燃料发电造成的二氧化碳排放和空气污染正成为大多数政府的首要任务。在一些国家,对风能的投资呈指数级增长,目标是将空气污染控制在可接受的水平。对雷击对风力发电机及其接地系统的影响的研究不断增加。开发更快、更精确的仿真工具和使用更复杂的模型正成为一种必要。尽管存在一些用于瞬态研究的分析模型,但它们受到准静态方法的限制。本文的主要目的是研究风电机组接地系统物理量计算的相关理论问题,并基于电磁模型对其性能进行仿真。
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引用次数: 1
期刊
2020 5th International Conference on Renewable Energies for Developing Countries (REDEC)
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