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Off-Grid Compressed Channel Estimation with Parallel Interference Cancellation for Millimeter Wave Massive MIMO
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作者 Liu Jinru Tian Yongqing +1 位作者 Liu Danpu Zhang Zhilong 《China Communications》 SCIE CSCD 2024年第3期51-65,共15页
Millimeter wave(mmWave)massive multiple-input multiple-output(MIMO)plays an important role in the fifth-generation(5G)mobile communications and beyond wireless communication systems owing to its potential of high capa... Millimeter wave(mmWave)massive multiple-input multiple-output(MIMO)plays an important role in the fifth-generation(5G)mobile communications and beyond wireless communication systems owing to its potential of high capacity.However,channel estimation has become very challenging due to the use of massive MIMO antenna array.Fortunately,the mmWave channel has strong sparsity in the spatial angle domain,and the compressed sensing technology can be used to convert the original channel matrix into the sparse matrix of discrete angle grid.Thus the high-dimensional channel matrix estimation is transformed into a sparse recovery problem with greatly reduced computational complexity.However,the path angle in the actual scene appears randomly and is unlikely to be completely located on the quantization angle grid,thus leading to the problem of power leakage.Moreover,multiple paths with the random distribution of angles will bring about serious interpath interference and further deteriorate the performance of channel estimation.To address these off-grid issues,we propose a parallel interference cancellation assisted multi-grid matching pursuit(PIC-MGMP)algorithm in this paper.The proposed algorithm consists of three stages,including coarse estimation,refined estimation,and inter-path cyclic iterative inter-ference cancellation.More specifically,the angular resolution can be improved by locally refining the grid to reduce power leakage,while the inter-path interference is eliminated by parallel interference cancellation(PIC),and the two together improve the estimation accuracy.Simulation results show that compared with the traditional orthogonal matching pursuit(OMP)algorithm,the normalized mean square error(NMSE)of the proposed algorithm decreases by over 14dB in the case of 2 paths. 展开更多
关键词 channel estimation compressed sensing inter-path interference millimeter wave massive MIMO off-grid parallel interference cancellation
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基于贝叶斯压缩感知的FD-MIMO雷达Off-Grid目标稀疏成像 被引量:7
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作者 王天云 陆新飞 +2 位作者 丁丽 尹治平 陈卫东 《电子学报》 EI CAS CSCD 北大核心 2016年第6期1314-1321,共8页
传统压缩感知(CS,Compressive Sensing)成像方法一般假定目标精确位于事先划定的成像网格上,实际中由于散射点空间位置是连续分布的,因此偏离网格(Off-grid)问题必然存在.这会引起真实回波测量值与默认系统观测矩阵之间失配,导致传统CS... 传统压缩感知(CS,Compressive Sensing)成像方法一般假定目标精确位于事先划定的成像网格上,实际中由于散射点空间位置是连续分布的,因此偏离网格(Off-grid)问题必然存在.这会引起真实回波测量值与默认系统观测矩阵之间失配,导致传统CS成像方法性能恶化.本文基于频率分集多输入多输出(FD-MIMO,Frequency Diverse Multiple-Input Multiple-Output)雷达,针对Off-grid目标提出了一种基于贝叶斯压缩感知的稀疏自聚焦(SAF-BCS,Sparse Autofocus Imaging Method Based on Bayesian Compressive Sensing)成像算法.该算法依据最大后验(MAP,Maximum A Posteriori)准则,利用变分贝叶斯学习技术求解含有Off-grid目标的稀疏像.与传统稀疏重构方法相比,所提方法充分利用了目标先验信息,可自适应调整参数,能够更好地反演稀疏目标,同时具有校正Off-grid目标的网格位置偏差以及估计噪声功率等优势.仿真结果表明SAF-BCS算法对网格划分不敏感,具有稳健的成像性能. 展开更多
关键词 贝叶斯压缩感知 FD-MIMO雷达 off-grid目标 变分贝叶斯学习 稀疏自聚焦成像
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MIMO雷达三维成像自适应Off-grid校正方法 被引量:9
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作者 王伟 胡子英 龚琳舒 《电子与信息学报》 EI CSCD 北大核心 2019年第6期1294-1301,共8页
在压缩感知成像算法中,真实目标点一般不会恰好落在预先划定的网格点上,这种网格偏离(Off-grid)问题会带来真实回波与测量矩阵之间的失配,严重降低雷达成像的性能。针对多输入多输出(MIMO)雷达3维成像的网格失配问题,该文提出一种自适应... 在压缩感知成像算法中,真实目标点一般不会恰好落在预先划定的网格点上,这种网格偏离(Off-grid)问题会带来真实回波与测量矩阵之间的失配,严重降低雷达成像的性能。针对多输入多输出(MIMO)雷达3维成像的网格失配问题,该文提出一种自适应的Off-grid校正方法,基于Off-grid目标的稀疏回波模型构造贝叶斯概率密度函数,采用最大后验概率(MAP)方法求解含有失配偏差的稀疏像。与传统方法相比,该方法可以充分利用失配参数的先验信息,自适应地更新参数,降低了失配误差的影响,并能实现对稀疏目标和噪声功率的高精度估计。仿真结果表明,该方法可以有效地实现对网格失配的优化,具有精确且稳定的成像性能。 展开更多
关键词 MIMO雷达 off-grid校正 3维稀疏成像 最大后验概率
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基于联合稀疏重构模型的双基MIMO雷达off-grid目标参数快速估计 被引量:2
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作者 张栋 白新有 +1 位作者 邱彦文 郑桂妹 《现代雷达》 CSCD 北大核心 2019年第11期30-34,共5页
针对多输入多输出(MIMO)雷达二维参数稀疏估计中的不在格点上(off-grid)目标问题,利用两次泰勒展开对信号模型进行修正,构建联合稀疏重构模型,将off-grid问题转化为联合稀疏重构问题;为降低计算复杂度,针对该联合稀疏重构模型提出Joint-... 针对多输入多输出(MIMO)雷达二维参数稀疏估计中的不在格点上(off-grid)目标问题,利用两次泰勒展开对信号模型进行修正,构建联合稀疏重构模型,将off-grid问题转化为联合稀疏重构问题;为降低计算复杂度,针对该联合稀疏重构模型提出Joint-2D-OMP算法。仿真结果表明:所提模型和算法在解决off-grid问题的同时,可有效提高参数估计的速度。 展开更多
关键词 多输入多输出雷达 到达角 联合稀疏重构模型 不在格点上(off-grid)目标
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基于变分稀疏贝叶斯的off-grid DOA估计
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作者 冯晓敏 沈重 张鲲 《海南大学学报(自然科学版)》 CAS 2019年第3期193-202,共10页
针对传统稀疏贝叶斯学习方法在解决低信噪比条件下信号到达角DOA估计中,到达角不完全落在阵元端离散化网格点上的情况,提出了一种基于变分稀疏贝叶斯学习期望最大化的离格DOA处理方法.该方法首先对均匀线阵的实际接收信号off-grid情况... 针对传统稀疏贝叶斯学习方法在解决低信噪比条件下信号到达角DOA估计中,到达角不完全落在阵元端离散化网格点上的情况,提出了一种基于变分稀疏贝叶斯学习期望最大化的离格DOA处理方法.该方法首先对均匀线阵的实际接收信号off-grid情况建立参数化稀疏模型,利用变分稀疏贝叶斯学习方法,通过最小化KL散度寻求一个与后验概率近似的概率分布,其次期望最大化方法分别在期望阶段和最大化阶段进行参数推断,进一步在离格误差模型下以较高的精度和分辨率实现信号到达角的估计,最后仿真结果表明,该方法不仅在传统SBL方法的基础上提高了运算效率,而且具有更高的空域分辨率和角度估计精度,该方法具有优越的角度估计性能. 展开更多
关键词 DOA估计 off-grid 稀疏贝叶斯学习 变分推断 期望最大化
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Optimal Sizing of Solar/Wind Hybrid Off-Grid Microgrids Using an Enhanced Genetic Algorithm 被引量:2
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作者 Abdrahamane Traoré Hatem Elgothamy Mohamed A. Zohdy 《Journal of Power and Energy Engineering》 2018年第5期64-77,共14页
This paper presents a method for optimal sizing of an off-grid hybrid microgrid (MG) system in order to achieve a certain load demand. The hybrid MG is made of a solar photovoltaic (PV) system, wind turbine (TW) and e... This paper presents a method for optimal sizing of an off-grid hybrid microgrid (MG) system in order to achieve a certain load demand. The hybrid MG is made of a solar photovoltaic (PV) system, wind turbine (TW) and energy storage system (ESS). The reliability of the MG system is modeled based on the loss of power supply probability (SPSP). For optimization, an enhanced Genetic Algorithm (GA) is used to minimize the total cost of the system over a 20-year period, while satisfying some reliability and operation constraints. A case study addressing optimal sizing of an off-grid hybrid microgrid in Nigeria is discussed. The result is compared with results obtained from the Brute Force and standard GA methods. 展开更多
关键词 Optimization off-grid Microgrid Renewable ENERGY ENERGY Storage Systems (ESS) SOLAR Photovoltaic (PV) WIND Battery HYBRID Genetic Algorithm (GA)
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Super-resolution DOA estimation for correlated off-grid signals via deep estimator 被引量:1
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作者 WU Shuang YUAN Ye +1 位作者 ZHANG Weike YUAN Naichang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第6期1096-1107,共12页
This paper develops a deep estimator framework of deep convolution networks(DCNs)for super-resolution direction of arrival(DOA)estimation.In addition to the scenario of correlated signals,the quantization errors of th... This paper develops a deep estimator framework of deep convolution networks(DCNs)for super-resolution direction of arrival(DOA)estimation.In addition to the scenario of correlated signals,the quantization errors of the DCN are the major challenge.In our deep estimator framework,one DCN is used for spectrum estimation with quantization errors,and the remaining two DCNs are used to estimate quantization errors.We propose training our estimator using the spatial sampled covariance matrix directly as our deep estimator’s input without any feature extraction operation.Then,we reconstruct the original spatial spectrum from the spectrum estimate and quantization errors estimate.Also,the feasibility of the proposed deep estimator is analyzed in detail in this paper.Once the deep estimator is appropriately trained,it can recover the correlated signals’spatial spectrum fast and accurately.Simulation results show that our estimator performs well in both resolution and estimation error compared with the state-of-the-art algorithms. 展开更多
关键词 off-grid direction of arrival(DOA)estimation deep convolution network(DCN) correlated signal quantization error SUPER-RESOLUTION
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PV-Hybrid Off-Grid and Mini-Grid Systems for Rural Electrification in Sub-Saharan Africa 被引量:1
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作者 Jordy Charly Isidore Rabetanetiarimanana Mamy Harimisa Radanielina Hery Tiana Rakotondramiarana 《Smart Grid and Renewable Energy》 2018年第10期171-185,共15页
Rural electrification remains a great challenge for Sub-Saharan Africa (SSA) as access to electricity is a prerequisite to accelerate its development. The present paper reviews the measures adopted to promote access t... Rural electrification remains a great challenge for Sub-Saharan Africa (SSA) as access to electricity is a prerequisite to accelerate its development. The present paper reviews the measures adopted to promote access to electricity in rural and remote areas of SSA. The main barriers to rural electrification in these developing countries are presented before showing technologies used for the aforementioned purpose. Then, adopted methods for enhancing the use of renewable energy in SSA are shown. Moreover, the policy adopted by decision makers and project planners are also highlighted. In addition, the optimal solutions proposed by researchers are given such as the cost-effective off-grid system type that might be a viable alternative to diesel power generation. 展开更多
关键词 Rural ELECTRIFICATION RENEWABLE Energy Developing COUNTRIES Sub-Saharan Africa PV MICROGRID off-grid
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Cost-effective Energy Monitoring of Domestic Off-grid PV Systems
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作者 Arthur James Swart Ruaan Schoeman Christo Pienaar 《Energy and Power Engineering》 2013年第4期182-188,共7页
Domestic off-grid renewable energy systems have become common place in many areas of the world, as humanity seeks to keep abreast with global technological changes and advancements. This paper aims to present a cost-e... Domestic off-grid renewable energy systems have become common place in many areas of the world, as humanity seeks to keep abreast with global technological changes and advancements. This paper aims to present a cost-effective energy monitoring system which may be used to analyze and evaluate the operation of a domestic off-grid PV system. Parameters which are monitored include the output voltage and current from a 55 W polycrystalline PV panel. The output voltage and current from a power regulation circuit (which could be a DC-DC converter, solar charger or MPPT) is also monitored with this singular system which incorporates a data logging interface circuit, a data logger and a personal computer. 展开更多
关键词 off-grid PV System Data LOGGING Current Sensor DIFFERENTIAL AMPLIFIER
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Design of Off-grid Home Photovoltaic Power System in Shaanxi Region
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作者 Ke Cheng Jie Yang Yan Chen 《Energy and Power Engineering》 2013年第4期202-204,共3页
Shaanxi province has three land forms which are Shaanxi’s northern plateau, Guanzhong plain and Qinba mountain land in the south of Shaanxi province. So the climate type is also divided into three types and the solar... Shaanxi province has three land forms which are Shaanxi’s northern plateau, Guanzhong plain and Qinba mountain land in the south of Shaanxi province. So the climate type is also divided into three types and the solar energy resources distribution has a big gap between different regions. PV modules, as the core component of off-grid home photovoltaic power system, their output power are mainly influenced by sun radiation, array tile angle, temperature and so on. Based on the reasons above, in order to apply off-grid home photovoltaic power system in Shaanxi region, this paper designs different systems with different configuration, and makes the performance prediction. The results show that the capacity of PV modules reaches to the largest in Shaanxi northern region, reach minimum in Shaanxi southern region and the output power in the winter is less than in the summer and reach minimum in the spring and autumn. In light of the characteristics above, this research select different type and configuration in different areas systematically, and the performance analysis shows that the configuration can meet the basic life demand of power to the people whose power is not available. 展开更多
关键词 SOLAR PHOTOVOLTAIC POWER Generation off-grid HOME PHOTOVOLTAIC POWER System
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Application Research of Off-grid Home Photovoltaic Power System in Shaanxi Northern Region
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作者 Ke Cheng Liu Hao Jie Yang 《Energy and Power Engineering》 2013年第4期194-197,共4页
Because working performance of off-grid home photovoltaic power system is influenced by factors of solar radiation, ambient temperature and installation angle, this research established power supply model, analyzed wo... Because working performance of off-grid home photovoltaic power system is influenced by factors of solar radiation, ambient temperature and installation angle, this research established power supply model, analyzed working performance and optimized system configuration, by referencing weather conditions of Yulin and Yan’an and those factors. Results showed that under given solar radiation and ambient temperature, difference of installation angle can cause 30% to 40% difference of performance. In order to meet power demand, installation angles of Yulin and Yan'an were selected as 40 degree and 30 degree, and annual output power were 1.44 kWh/Wp and 1.32 kWh/Wp. Based on those results, the configuration of Yulin and Yan'an was 150 Wp and 170 Wp, and annual output power was 172.70 kWh and 179.66 kWh. Systems optimized above can meet the mid-scale demand in Shaanxi northern region and build theoretical foundation of application. 展开更多
关键词 off-grid HOME PHOTOVOLTAIC Power System PHOTOVOLTAIC SOLAR
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Power Quality Consideration for Off-Grid Renewable Energy Systems
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作者 Mojgan Hojabri Arash Toudeshki 《Energy and Power Engineering》 2013年第5期377-383,共7页
Necessity of electricity access in remote area is the main reason for expanding decentralized energy system such as stand-alone power systems. The best electrical power supply must provide a constant magnitude and fre... Necessity of electricity access in remote area is the main reason for expanding decentralized energy system such as stand-alone power systems. The best electrical power supply must provide a constant magnitude and frequency voltage. Therefore, good power quality is an important factor for the reliable operation of electrical loads in a power system. However, the current drawn by most of electronic devices and non-linear loads are non-sinusoidal, which can result in a poor power quality, especially in off-grid power systems. Poor power quality is characterized by electrical disturbances such as transients, sags, swells, harmonics and even interruptions in the power supply. Off-grid power systems worldwide often struggle with system failures and equipment damage due to poor power quality. In this paper, MAT- LAB/Simulink is used to model and analyses power quality in an off-grid renewable energy system. The results show high voltage transient when the inductive loads were switched OFF. The voltage and current harmonics are also determined and compared for various types of loads. 展开更多
关键词 off-grid RENEWABLE Energy System Power Quality Pulse Width Modulation (PWM) INVERTERS TOTAL Harmonic DISTORTION TOTAL Demand DISTORTION
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Sustainable and Economic Alternative for the Electric Supply of Isolated Communities in the Brazilian Off-Grid Systems
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作者 Rebeca Doctors Rafael Kelman 《Journal of Power and Energy Engineering》 2017年第9期145-155,共11页
Roughly 99% of the demand for electricity in Brazil is supplied by a national interconnected grid. The remaining 1% is spread in several “isolated systems” of the Amazon region—mini-grids that rely on expensive die... Roughly 99% of the demand for electricity in Brazil is supplied by a national interconnected grid. The remaining 1% is spread in several “isolated systems” of the Amazon region—mini-grids that rely on expensive diesel gensets due to high commodity and transportation costs. The isolated systems also have remote communities disconnected altogether from the mini-grids with inadequate health, education and leisure services. These communities are precariously supplied by small inefficient diesel gensets that run for a few hours per day. In this article, we propose a sustainable and economic alternative for the electric supply of the remote communities of isolated systems through a combination of photovoltaic solar generation and storage. The objective is to improve access to electricity with savings for the communities. The present paper outlines a public policy to meet this objective. 展开更多
关键词 off-grid Hybrid SYSTEMS PUBLIC Policy Solar Photovoltaic HOMER
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Optimal Configuration of an Off-Grid Hybrid Wind-Hydrogen Energy System: Comparison of Two Systems
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作者 Zekun Wang Yan Jia +2 位作者 Yingjian Yang Chang Cai Yinpeng Chen 《Energy Engineering》 EI 2021年第6期1641-1658,共18页
Due to the uncertainty of renewable energy power generation and the non-linearity of load demand,it becomes complicated to determine the capacity of each device in hybrid renewable energy power generation systems.This... Due to the uncertainty of renewable energy power generation and the non-linearity of load demand,it becomes complicated to determine the capacity of each device in hybrid renewable energy power generation systems.This work aims to optimize the capacity of two types of the off-grid hybrid wind-hydrogen energy system.We considered the maximum profit of the system and the minimum loss of power supply probability as optimization goals.Firstly,we established steady-state models of the wind turbine,alkaline electrolyzer,lead-acid battery,and proton exchange membrane fuel cell in matrix laboratory software to optimize the capacity.Secondly,we analyzed the operating mode of the system and determined two system structures(system contains batteries whether or not).Finally,according to the wind speed and load in the sample area,we compared the economics of the two systems and selected the optimal configuration for the area.In the same calculation example data,the non-dominated sorting genetic algorithm-II(NSGA-II)is used to optimize the capacity of each device in the two systems.The results showed that the profit of the without battery-equipped system is 32.38%higher than another system.But the power supply reliability is the opposite.To avoid the contingency of the calculation results,we used the traditional genetic algorithm(GA)and ant colony optimization(ACO)to calculate the same example.The results showed that NSGA-II is significantly better than GA and ACO in terms of iteration steps and calculation results.The required architecture for the System-I composes of 3 numbers of 10 kW wind turbines,61 sets of 12 V·240 Ah leadacid batteries,8 kW electrolytic cell,and 6 kW PEMFC.The net profit and LPSP are ¥44,315 and 0.01254 respectively.The required architecture for the System-II composes of 2 numbers of 10 kW wind turbines,24 kW electrolytic cells,and 18 kW PEMFC.Net profit and LPSP are ¥58,663 and 0.03244,respectively.This paper provided two schemes for the optimal configuration of the hybrid wind-hydrogen energy system in islanding mode,which provided a theoretical basis for practical engineering applications. 展开更多
关键词 Optimization wind energy hybrid energy system off-grid fuel cell
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Innovative Approaches to Energy Provision in Off-Grid Rural Communities—A Case of Botswana
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作者 Clever Ketlogetswe Jerekias Gandure 《Journal of Sustainable Bioenergy Systems》 2018年第3期82-91,共10页
Although renewable energy technologies applications to rural communities to improve energy access have been embraced in numerous parts of the world, sustainability of these systems is increasingly becoming critical as... Although renewable energy technologies applications to rural communities to improve energy access have been embraced in numerous parts of the world, sustainability of these systems is increasingly becoming critical as far as realization of long term benefits is concerned. The current manuscript proposes approaches deemed to provide appropriate match between technology and users in a select of Botswana’s rural communities. The methodology includes a participatory and inclusive approach in which the local community is engaged in the generation of their own energy. Available information indicates that available feedstock in selected communities is sufficient to generate and provide sustainable energy supply for the community. 展开更多
关键词 ENERGY PROVISION Innovation off-grid RURAL COMMUNITIES SUSTAINABILITY
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Hybrid Power System Options for Off-Grid Rural Electrification in Northern Kenya
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作者 June M. Lukuyu Judith B. Cardell 《Smart Grid and Renewable Energy》 2014年第5期89-106,共18页
For domestic consumers in the rural areas of northern Kenya, as in other developing countries, the typical source of electrical supply is diesel generators. However, diesel generators are associated with both CO2 emis... For domestic consumers in the rural areas of northern Kenya, as in other developing countries, the typical source of electrical supply is diesel generators. However, diesel generators are associated with both CO2 emissions, which adversely affect the environment and increase diesel fuel prices, which inflate the prices of consumer goods. The Kenya government has taken steps towards addressing this issue by proposing The Hybrid Mini-Grid Project, which involves the installation of 3 MW of wind and solar energy systems in facilities with existing diesel generators. However, this project has not yet been implemented. As a contribution to this effort, this study proposes, simulates and analyzes five different configurations of hybrid energy systems incorporating wind energy, solar energy and battery storage to replace the stand-alone diesel power systems servicing six remote villages in northern Kenya. If implemented, the systems proposed here would reduce Kenya’s dependency on diesel fuel, leading to reductions in its carbon footprint. This analysis confirms the feasibility of these hybrid systems with many configurations being profitable. A Multi-Attribute Trade-Off Analysis is employed to determine the best hybrid system configuration option that would reduce diesel fuel consumption and jointly minimize CO2 emissions and net present cost. This analysis determined that a wind-diesel-battery configuration consisting of two 500 kW turbines, 1200 kW diesel capacity and 95,040 Ah battery capacity is the best option to replace a 3200 kW stand-alone diesel system providing electricity to a village with a peak demand of 839 kW. It has the potential to reduce diesel fuel consumption and CO2 emissions by up to 98.8%. 展开更多
关键词 Hybrid POWER SYSTEM off-grid POWER SYSTEM Wind ENERGY Solar ENERGY Battery Storage MULTI-ATTRIBUTE Trade-Off Analysis
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一种基于稀疏表示的Off-grid DOA估计方法
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作者 费晓超 《信息化研究》 2022年第2期18-22,共5页
文章提出了一种基于改进信号模型的偏离网格(Off-grid)波达方向(DOA)估计方法,该模型基于稀疏空间协方差模型和泰勒展开下导向矢量的Off-grid表示。在此基础上,使用局部欠定系统解法(FOCUSS)解决稀疏恢复问题,并通过求解最小二乘(LS)问... 文章提出了一种基于改进信号模型的偏离网格(Off-grid)波达方向(DOA)估计方法,该模型基于稀疏空间协方差模型和泰勒展开下导向矢量的Off-grid表示。在此基础上,使用局部欠定系统解法(FOCUSS)解决稀疏恢复问题,并通过求解最小二乘(LS)问题以加快算法速度。仿真实验验证了本文算法具有优异的估计性能和较快的计算时间。 展开更多
关键词 波达方向估计 稀疏表示 off-grid模型
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Addressing Barriers to Off-Grid Rural Electrification in Africa: The Botswana and Namibia Experience
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作者 Pushpendra K. Jain Prem Jain Philimon Dhafana 《Journal of Energy and Power Engineering》 2014年第8期1351-1359,共9页
Africa is the most affected continent with energy poverty. Wood fuel is the main source of energy for remote and rural populations. At the same time, most parts of Africa are endowed with abundant solar energy. Togeth... Africa is the most affected continent with energy poverty. Wood fuel is the main source of energy for remote and rural populations. At the same time, most parts of Africa are endowed with abundant solar energy. Together with a highly developed global solar industry and ever declining cost of solar systems, solar has unprecedented potential to combat energy poverty in Africa. However, dissemination of solar systems is faced with a number of barriers and challenges amongst where sustainable financing and lack of technological support for installation, maintenance and repair of systems are the most significant. This paper discusses the cases of Botswana and Namibia where financing schemes based on different partnership models have been successfully implemented. These schemes have the potential for success and adaptation by countries with similar socio-economic conditions. We conclude with recommendations on training programs for different levels of intervention to overcome the lack of technological support. 展开更多
关键词 Energy poverty off-grid rural electrification solar energy financing mechanisms training needs AFRICA Botswana Namibia.
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基于扰动的结合Off-grid目标的层析SAR三维成像方法 被引量:1
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作者 杜邦 仇晓兰 +2 位作者 张柘 雷斌 丁赤飚 《雷达学报(中英文)》 CSCD 北大核心 2022年第1期62-70,共9页
层析合成孔径雷达(TomoSAR)通过组合在不同高度上获取的多基线二维SAR数据,实现合成孔径雷达的三维成像。TomoSAR的求解本质是一维谱估计问题,基于压缩感知的方法可以在非均匀分布的少量基线观测下实现求解,逐渐成为了主流的成像方式。... 层析合成孔径雷达(TomoSAR)通过组合在不同高度上获取的多基线二维SAR数据,实现合成孔径雷达的三维成像。TomoSAR的求解本质是一维谱估计问题,基于压缩感知的方法可以在非均匀分布的少量基线观测下实现求解,逐渐成为了主流的成像方式。在经典的压缩感知算法流程中,需要将连续的高程向划分成固定的网格,并且假定目标正好位于所划分的网格上。然而该假设通常难以成立,从而引起"基失配"问题,目前该问题在TomoSAR中很少被讨论。该文首先讨论了目标不在网格(Off-grid)上的TomoSAR观测模型,提出了采用加性扰动项来修正目标偏离网格所带来影响的求解模型。在此基础之上,引入局部优化算法与L;范数最小化结合的方法,求解所提出的Off-grid TomoSAR模型。最后,利用仿真数据和机载阵列干涉SAR实际飞行数据进行了验证,结果表明,对于Off-grid目标,该方法能够得到比基于L;范数最小化的经典方法更准确的位置、幅度和相位求解结果,证明了方法的优越性。 展开更多
关键词 压缩感知 层析合成孔径雷达 离网格 扰动 局部阈值
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The Shift from "Grid-Tie" to Partly "Off-Grid"
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作者 Balint David Olaszi Jozsef Ladanyi 《Journal of Energy and Power Engineering》 2015年第1期54-58,共5页
This paper deals with that basic economy grounds which support to shift from "grid-tie" to partly "off-grid" PV (photovoltaic) systems. By using our own written VBA (visual basic) Simulation, we can predict th... This paper deals with that basic economy grounds which support to shift from "grid-tie" to partly "off-grid" PV (photovoltaic) systems. By using our own written VBA (visual basic) Simulation, we can predict the size of energy storage capacity and support our basic assumption. 展开更多
关键词 Partly off-grid PV system energy storage simulation.
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