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Future value creation of German energy companies through smart home applications 德国能源公司通过智能家居应用创造的未来价值
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.1014270
A. Ensinger, Max Robert Salzer, K. Bozem, A. Nagl, D. Harrison, Bruce Macleod Wood
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引用次数: 0
Development progress of power prediction robot and platform: Its world level very long term prototyping example 功率预测机器人及平台的发展进展:具有世界水平的长期样机实例
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.1021838
Burak Omer Saracoglu
Global Power Prediction Systems prototype version 2021 is presented with its system decomposition, scope, geographical/administrative/power grid decompositions, and similar. “Welcome”, “sign-up”, “log-in”, and “non-registered user main” web-interfaces are designed as draft on Quant UX. Map canvas is given as world political map with/without world power grid layers on QGIS 3.16.7-Hannover. Data input file is prepared based on several sources (1971-2018). It includes minimum and maximum values due to source value differences. 70/30 principle is applied for train/test splitting (training/testing sets: 1971-2003/2004-2018). 10 models are prepared on R version 4.1.1 with RStudio 2021.09.0+351. These are R::base(lm), R::base(glm), R::tidymodels::parsnip(engine("lm")), R::tidymodels::parsnip(engine("glmnet")) with lasso regularization, R::tidymodels::parsnip(engine("glmnet")) with ridge regularization, R::forecast(auto.arima) auto autoregressive integrated moving average (ARIMA), R::forecast(arima) ARIMA(1,1,2), and ARIMA(1,1,8). Electricity demand in kilowatt-hours at the World level zone for up to 500-years (2019-2519) prediction period with only 1-year interval is forecasted. The best model is the auto ARIMA (mean absolute percentage error MAPE and symmetric mean absolute percentage error SMAPE for minimum and maximum electricity consumption respectively 1,1652; 6,6471; 1,1622; 6,9043). Ex-post and ex-ante plots with 80%-95% confidence intervals are prepared in R::tidyverse::ggplot2. There are 3 alternative scripts (long, short, RStudio Cloud). Their respective runtimes are 41,45; 25,44; and 43,33 seconds. Ex-ante 500-year period (2019-2519) is indicative and informative.
2021年全球电力预测系统原型版本介绍了其系统分解、范围、地理/行政/电网分解等。“欢迎”、“注册”、“登录”和“非注册用户主”网络界面在Quant UX上设计为草稿。地图画布是在QGIS 3.16.7-公告中给出的带有/不带有世界电网图层的世界政治地图。数据输入文件是根据几个来源编制的(1971-2018)。它包括源值差异导致的最小值和最大值。训练/测试拆分采用70/30原则(训练/测试集:1971-2003/2004-2018)。使用RStudio 2021.09.0+351在R版本4.1.1上准备了10个模型。它们是具有套索正则化的R::base(lm)、R::base(glm)、R::tidymodels:parsnip(引擎(“lm”))、R::tidymodels::parsnip。预测了世界水平区域长达500年(2019-2519年)的电力需求,单位为千瓦时,预测期仅为1年。最佳模型是自动ARIMA(最小和最大用电量分别为11652;66471;11622;69043)。在R::tidyverse::ggplot2中准备了置信区间为80%-95%的事后和事前图。有3个备选脚本(长、短、RStudioCloud)。它们各自的运行时间分别为41、45;25,44;43,33秒。事前500年期间(2019-2519)具有指示性和信息性。
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引用次数: 0
Step by Step Approach for Developing Analytical and Experimental Research Facilities of a Three-phase Self Excited Induction Generator 三相自励感应发电机分析与实验研究设备的逐步开发方法
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.1003175
Mohd. Faisal Khan, Mohd. Rizwan Khan
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引用次数: 1
Model predictive control stabilization of a power system including a wind power plant 包括风力发电厂在内的电力系统模型预测控制镇定
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.997307
Islam Ahmed Ali̇, A. Elshafei
The conventional generators are equipped with power system stabilizers (PSS) to damp oscillations that follow disturbances. The inclusion of renewable energy sources within the existing power systems requires further investigations to enhance the performance of PSS. Several control strategies have been being used to design the PSS. In this paper, model predictive control (MPC) is investigated to be used as a PSS. It uses numerical optimization algorithms to get an optimal control output considering the system’s constraints. Therefore, It is designed and applied to a multi-machine power system with a wind power plant (WPP). Three disturbances are used to test the controllers including three-phase fault, transmission line outage, and voltage reference sudden change. MATLAB/SIMULINK is used in the simulation. Then, the results are compared to conventional multi-band controller (MB) and linear quadratic regulator (LQR). MPC shows efficient performance in handling the constraints and damping types of oscillations with the existence of the WPP in the case of partial power-sharing.
传统的发电机配备了电力系统稳定器(PSS)来抑制干扰后的振荡。将可再生能源纳入现有电力系统需要进一步研究,以提高PSS的性能。几种控制策略已经被用于设计PSS。本文研究了模型预测控制(MPC)作为PSS的应用。在考虑系统约束条件的情况下,采用数值优化算法得到最优控制输出。为此,设计并应用于风力发电厂的多机电力系统。采用三相故障、输电线路中断和基准电压突变三种干扰对控制器进行测试。仿真采用MATLAB/SIMULINK。然后,将结果与传统的多波段控制器(MB)和线性二次型调节器(LQR)进行了比较。在部分功率共享的情况下,MPC在处理WPP存在的约束和阻尼振荡类型方面表现出有效的性能。
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引用次数: 3
The simulation of a new high frequency transformer 一种新型高频变压器的仿真
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.1123925
Sude Hatem, E. Kurt
Core losses of transformers motivate many engineers and scientists to design and implement different transformers for their specific aims. Since there exists a growing interest on high frequency applications in today’s world, design and optimization studies of a magnetic fluid core transformer (MFCT), having an easy and cheap production approach in high frequency applications, are considered in the present paper. The desired design should operate in a more efficient way within a wide frequency band. The MFCT considered here can be a solution to the eddy currents and core losses encountered in the conventional transformers with its low conductivity, oil-based magnetic fluid and super paramagnetic characteristic. The magnetic fluid in the proposed work consists of a combination of ferromagnetic particles made by iron in an averaged diameter of 70 µm with an adjustable magnetism compared to the traditional magnetic fluids and an engine oil, thereby the magnetic permeability of the overall fluid core can be fully adjustable by the variation of mass proportion between the oil and iron powder as an easy process without any chemical process. A COMSOL Multi-Physics design is performed via a finite element package in three dimensions. It is proven that the iron particles exhibit a complicated pattern inside the engine oil and produce a well-defined high frequency output at the secondary windings in a wide range of frequency.
变压器的铁心损耗促使许多工程师和科学家为他们的特定目标设计和实施不同的变压器。由于当今世界对高频应用的兴趣越来越大,本文考虑了一种在高频应用中具有简单廉价生产方法的磁流芯变压器(MFCT)的设计和优化研究。期望的设计应该以更有效的方式在宽频带内操作。本文所考虑的MFCT可以解决传统变压器中遇到的涡流和铁芯损耗,因为它具有低电导率、油基磁流体和超顺磁特性。拟议工作中的磁性流体由平均直径为70µm的铁磁性颗粒组成,与传统的磁性流体和机油相比,其磁性可调,从而可以通过改变油和铁粉之间的质量比例来完全调节整个流体芯的磁导率,这是一个简单的过程,而不需要任何化学过程。COMSOL多物理设计是通过三维有限元软件包进行的。事实证明,铁颗粒在发动机油中表现出复杂的模式,并在宽频率范围内的次级绕组处产生明确的高频输出。
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引用次数: 0
Numerical investigation of energy desorption from magnesium nickel hydride based thermal energy storage system 氢化镍镁储能系统能量解吸的数值研究
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.952627
S. Dubey, K. Kumar
The use of dual metal hydride system for thermal energy storage consists of high and low-temperature metal hydrides. In this study, a 3D cylindrical Magnesium Nickel hydride bed is analyzed for thermal energy discharge. The energy discharge from metal hydride bed initially at temperature of 400 K, a heat transfer fluid at 500 K temperature is supplied to extract the heat generated due to exothermic chemical reaction. In this article, variation of the number of heat transfer fluid tubes and effect of variation of aspect ratio (ratio of diameter to height) on energy desorption and heat transfer from metal hydride bed is performed. The optimal number of heat transfer fluid tubes is determined for various aspect ratios. The temperature variation of the metal hydride bed with an increase in the number of heat transfer fluid tubes is analyzed. The study of aspect ratio variation on energy desorption and heat transfer characteristics is analyzed for three aspect ratios 0.5, 1, and 2. The variation of thermal energy desorbed, net heat transfer and temperature variation of metal hydride bed are analyzed. The adequate number of heat transfer fluid tubes for AR 0.5, 1, and 2 is identified as 32, 48, and 72, respectively. The cumulative heat released from MH bed with AR 0.5, 1, and 2 is 350.94 kJ, 330.56 kJ, and 310.42 kJ, respectively. The study will be useful in designing the optimized metal hydride bed reactor for thermal energy storage applications.
双金属氢化物储热系统由高温和低温金属氢化物组成。在本研究中,分析了三维圆柱形镁镍氢化物床的热能放电。最初在400K的温度下从金属氢化物床释放能量,提供500K温度下的传热流体以提取由于放热化学反应产生的热量。本文研究了传热流体管数量的变化以及长宽比(直径与高度之比)的变化对金属氢化物床能量解吸和传热的影响。传热流体管的最佳数量是针对各种纵横比确定的。分析了金属氢化物床的温度随传热流体管数量的增加而变化。分析了长径比变化对三种长径比0.5、1和2的能量解吸和传热特性的影响。分析了金属氢化物床的脱附热能、净传热和温度的变化。AR 0.5、1和2的足够数量的传热流体管分别标识为32、48和72。AR为0.5、1和2的MH床释放的累积热量分别为350.94 kJ、330.56 kJ和310.42 kJ。该研究将有助于设计用于热能储存应用的优化金属氢化物床反应器。
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引用次数: 1
The analysis of three level inverter circuit with regard to current harmonic distortion by using ANFIS 用ANFIS分析了三电平逆变电路的电流谐波畸变
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.951487
Tugba Atar, S. Balci, A. Kayabasi
The inverters are frequently used in power electronics applications in the industrial area. Research on multi-level inverter circuit designs in power systems interfaces has intensified in recent years. The design type and quality of the inverter circuit topology is very important for the output voltage to be closer to the sinusoidal waveform. In addition, artificial intelligence techniques for the control algorithms of the power switches of the inverter circuit provide useful information in terms of monitoring the estimated the voltage conditions of the inverter output parameters. In this work, an Adaptive-Network Based Fuzzy Inference Systems (ANFIS) model is proposed to estimate the Total Harmonic Distortion (THD) value of the output current of a three-phase three-level inverter circuit. By changing the switching frequency in the control circuit of the inverter, a data set for the THD values of the inverter current is obtained by Fast Fourier Transform (FFT) analysis in MATLAB. This data set is used in a training and testing phase of ANFIS artificial intelligence algorithm, and the THD value of the current is estimated. At the end of the estimation, the mean absolute error (MAE) values for training and testing are obtained as 0.1894% and 0.4009%, respectively, thereby, an ANFIS estimation example for parametric data set analysis in a power electronics circuit run with Matlab-Simulink software, and a parametric simulation study is presented to the literature for power electronics circuit designers.
逆变器经常用于工业领域的电力电子应用。近年来,电力系统接口中多级逆变电路设计的研究得到了加强。逆变器电路拓扑的设计类型和质量对于输出电压更接近正弦波形非常重要。此外,逆变器电源开关控制算法的人工智能技术为监测逆变器输出参数的电压状态提供了有用的信息。本文提出了一种基于自适应网络的模糊推理系统(ANFIS)模型,用于估计三相三电平逆变电路输出电流的总谐波失真(THD)值。通过改变逆变器控制电路中的开关频率,在MATLAB中通过快速傅里叶变换(FFT)分析得到逆变器电流的THD值数据集。将该数据集用于ANFIS人工智能算法的训练和测试阶段,并估计当前的THD值。在估计结束时,训练和测试的平均绝对误差(MAE)值分别为0.1894%和0.4009%,从而为Matlab-Simulink软件运行的电力电子电路参数数据集分析提供了一个ANFIS估计实例,为电力电子电路设计人员提供了一个参数化仿真研究。
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引用次数: 3
Performance assessment of photovoltaic/thermal (PVT) hybrid adsorption-vapor compression refrigeration system 光伏/热(PVT)混合吸附-蒸汽压缩制冷系统性能评价
Q3 Energy Pub Date : 2022-06-30 DOI: 10.30521/jes.1002871
M. Gado, T. Megahed, S. Ookawara, S. Nada, H. Hassan
Hybrid vapor compression systems based on adsorption are recognized as a viable alternative to traditional energy-intensive compression systems. Solar-powered hybrid adsorption-compression refrigeration systems feature a solar-powered silica gel/water-based adsorption cooling system paired with a traditional compression system that utilizes R134a as a refrigerant. Herein, the system feasibility of a solar-operated hybrid adsorption-compression refrigeration system has been evaluated theoretically using typical climatic data of Alexandria, Egypt. Mathematical modeling is generated and compared to the most relevant experimental data. PVT collectors are exploited to drive both the adsorption and the compression units. Simulation results suggest that using a three-to-one system size ratio between the adsorption and compression subsystems might considerably raise the COP from 2.9 to 5 for the compression system. It is observed that at an ideal size ratio of 7, the proposed system can considerably deliver an energy saving of 30.8 percent, compared to the hybrid system of the size ratio of 3, which attains only energy savings of 22.1 percent. Furthermore, the utilization of PVT collectors might feed the hybrid system by 3.474 kWh and augment the electric grid by 100 kWh, at an ideal size ratio of 7. Overall, investigating hybrid adsorption-compression systems might offer unique insight on optimizing the performance of conventional counterparts.
基于吸附的混合蒸汽压缩系统被认为是传统能源密集型压缩系统的可行替代方案。太阳能混合吸附-压缩制冷系统的特点是太阳能硅胶/水基吸附冷却系统与使用R134a作为制冷剂的传统压缩系统相结合。本文利用埃及亚历山德里亚的典型气候数据,对太阳能混合吸附-压缩制冷系统的可行性进行了理论评估。生成数学模型,并与最相关的实验数据进行比较。PVT集热器被用来驱动吸附和压缩装置。模拟结果表明,在吸附和压缩子系统之间使用三比一的系统尺寸比可以将压缩系统的COP从2.9提高到5。可以观察到,在理想尺寸比为7的情况下,与尺寸比为3的混合系统相比,所提出的系统可以节省30.8%的能源,而混合系统只能节省22.1%的能源。此外,在理想的尺寸比为7的情况下,PVT集热器的利用可以为混合系统提供3.474千瓦时的电力,并为电网增加100千瓦时的电力。总的来说,研究混合吸附-压缩系统可能会为优化传统同类系统的性能提供独特的见解。
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引用次数: 9
Effect of position of heat flux profile on the absorber surface of parabolic trough solar collector for direct steam generation 抛物槽式太阳能集热器吸收体表面热流密度分布位置对直接制汽的影响
Q3 Energy Pub Date : 2022-03-31 DOI: 10.30521/jes.952658
R. Pal, K. R. Kumar
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引用次数: 2
Performance of a combined power and cooling system under solar, solar storage and storage mode of operations 太阳能发电与制冷联合系统的性能、太阳能储能与储能运行方式
Q3 Energy Pub Date : 2022-03-31 DOI: 10.30521/jes.952032
T. Gogoi, U. Dutta
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引用次数: 1
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Journal of Energy Systems
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