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Analysis on the Influence Factors of Wind Power Accommodation
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作者 Xiaofei Li Yuehui Huang +2 位作者 Shuo Ma Changjun Li Xiaolei Ma 《Journal of Power and Energy Engineering》 2015年第4期162-169,共8页
With the increase of wind power capacity in China, the situation of curtailment of wind power is getting worse. An annual sequence production simulation model is established with maximum wind power consumption as the ... With the increase of wind power capacity in China, the situation of curtailment of wind power is getting worse. An annual sequence production simulation model is established with maximum wind power consumption as the objective function. The calculation of specific power grid operation in 2013 verifies the precision of this model. The impact of different factors on wind power accommodation as well as the impact of power grid reserve, wind resources and load on wind power curtailment is analyzed. The calculation results quantify the impact of different factors from power system to the accommodation of wind power and provide reference to solving the problem of wind power curtailment. 展开更多
关键词 WIND power ACCOMMODATION Time SEQUENCE Simulation SPINNING RESERVE
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A Novel Peak-to-Average Power Ratio Reduction Scheme via Tone Reservation in OFDM Systems 被引量:1
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作者 Jurong Bai Yong Li +2 位作者 Wei Cheng Huimin Du Yanben Wang 《China Communications》 SCIE CSCD 2017年第11期279-290,共12页
In this paper, a novel signal-to-clipping noise ratio and least squares approximation tone reservation scheme(SCR-LSA TR) is proposed to reduce the peak-to-average power ratio for orthogonal frequency division multipl... In this paper, a novel signal-to-clipping noise ratio and least squares approximation tone reservation scheme(SCR-LSA TR) is proposed to reduce the peak-to-average power ratio for orthogonal frequency division multiplexing systems. During the SCR procedure, only the element with the maximal amplitude is picked for processing, which not only decreases the algorithm complexity, but also helps to overcome the BER deterioration. With the LSA method, the amplitude of the peak-cancelling signals can approximate to that of the original clipping noise as much as possible. Through the combination of the optimization factor in the LSA method, the classic SCR method can achieve better PAPR reduction with faster convergence. Simulation results show that the proposed SCR-LSA TR scheme has less in-band distortion and smaller out-of-band spectral radiation. The BER of the proposed scheme shows a better performance especially under the 16-QAM over the additive white Gaussian noise channel. 展开更多
关键词 orthogonal frequency division multiplexing peak-to-average power ratio tone reservation signal to clipping noise ratio
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Prime Energy Challenges for Operating Power Plants in the GCC
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作者 Mohamed Darwish Rabi Mohtar 《Energy and Power Engineering》 2013年第1期109-128,共20页
There is a false notion of existing available, abundant, and long lasting fuel energy in the Gulf Cooperation Council (GCC) Countries;with continual income return from its exports. This is not true as the sustainabili... There is a false notion of existing available, abundant, and long lasting fuel energy in the Gulf Cooperation Council (GCC) Countries;with continual income return from its exports. This is not true as the sustainability of this income is questionable. Energy problems started to appear, and can be intensified in coming years due to continuous growth of energy demands and consumptions. The demands already consume all produced Natural Gas (NG) in all GCC, except Qatar;and the NG is the needed fuel for Electric Power (EP) production. These countries have to import NG to run their EP plants. Fuel oil production can be locally consumed within two to three decades if the current rate of consumed energy prevails. The returns from selling the oil and natural gas are the main income to most of the GCC. While NG and oil can be used in EP plants, NG is cheaper, cleaner, and has less negative effects on the environment than fuel oil. Moreover, oil has much better usage than being burned in steam generators of steam power plants or combustion chambers of gas turbines. Introducing renewable energy or nuclear energy may be a necessity for the GCC to keep the flow of their main income from exporting oil. This paper reviews the GCC productions and consumptions of the prime energy (fuel oil and NG) and their role in electric power production. The paper shows that, NG should be the only fossil fuel used to run the power plants in the GCC. It also shows that the all GCC except Qatar, have to import NG. They should diversify the prime energy used in power plants;and consider alternative energy such as nuclear and renewable energy, (solar and wind) energy. 展开更多
关键词 Gulf Co-Operation Council (GCC) Electric power NATURAL GAS Crude OIL Renewable Energy GAS Turbine COMBINED CYCLE Integrated Solar COMBINED CYCLE OIL and NATURAL GAS Reserves
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A Practical Framework for Pricing of Backup Reserve and Wheeling in Power System
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作者 Faisal Mohammed Alduaij Mohammed S. Owayedh +1 位作者 Mohammed A. El-Kady Yasir A. Alturki 《Journal of Energy and Power Engineering》 2012年第2期259-266,共8页
This paper presents a practical pricing model for backup reserve and wheeling, which attains a balanced strategy that ensures perceived benefits to both the buyer and the seller. The model and the associated computeri... This paper presents a practical pricing model for backup reserve and wheeling, which attains a balanced strategy that ensures perceived benefits to both the buyer and the seller. The model and the associated computerized algorithm deal collectively with diverse issues, including: (1) fulfilling local firm real (and reactive) power demand requirements, (2) fulfilling local power reserve requirements, (3) buying firm real (and reactive) power from the grid, (4) buying reserve power from the grid, (5) exporting firm real (and reactive) power demand to remote load centers via the grid, (6) exporting reserve power via the grid, (7) wheeling of firm power demand to remote owned sites using the grid, and (8) wheeling reserve power to remote owned sites using grid. Practical implementation features of the computerized algorithms are also discussed with an illustrative case example. 展开更多
关键词 power systems electricity markets backup reserve wheeling pricing strategy.
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A Review of State-of-the-art Flexible Power Point Tracking Algorithms in Photovoltaic Systems for Grid Support:Classification and Application
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作者 Mina Haghighat Mehdi Niroomand +2 位作者 Hossein Dehghani Tafti Christopher D.Townsend Tyrone Fernando 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2024年第1期1-21,共21页
To maximize conversion efficiency,photovoltaic(PV)systems generally operate in the maximum power point tracking(MPPT)mode.However,due to the increasing penetra tion level of PV systems,there is a need for more develop... To maximize conversion efficiency,photovoltaic(PV)systems generally operate in the maximum power point tracking(MPPT)mode.However,due to the increasing penetra tion level of PV systems,there is a need for more developed control functions in terms of frequency support services and voltage control to maintain the reliability and stability of the power grid.Therefore,flexible active power control is a manda tory task for grid-connected PV systems to meet part of the grid requirements.Hence,a significant number of flexible pow er point tracking(FPPT)algorithms have been introduced in the existing literature.The purpose of such algorithms is to real ize a cost-effective method to provide grid support functional ities while minimizing the reliance on energy storage systems.This paper provides a comprehensive overview of grid support functionalities that can be obtained with the FPPT control of PV systems such as frequency support and volt-var control.Each of these grid support functionalities necessitates PV sys tems to operate under one of the three control strategies,which can be provided with FPPT algorithms.The three control strate gies are classified as:①constant power generation control(CP GC),②power reserve control(PRC),and③power ramp rate control(PRRC).A detailed discussion on available FPPT algo rithms for each control strategy is also provided.This paper can serve as a comprehensive review of the state-of-the-art FPPT algorithms that can equip PV systems with various grid support functionalities. 展开更多
关键词 Maximum power point tracking(MPPT) flexi ble power point tracking(FPPT) power reserve control(PRC) power ramp rate control(PRRC) low voltage ride-through(LVRT) constant power generation(CPG)
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联合星座扩展的预留子载波OFDM信号峰均比抑制算法 被引量:5
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作者 刘芳 王勇 《通信学报》 EI CSCD 北大核心 2016年第3期175-181,共7页
针对现有预留子载波TR技术对无线OFDM信号峰均比(PAPR)抑制性能效率低,且难以同时兼顾峰均比抑制、误码率(BER)性能损失及带外频谱分量扩展的问题,提出一种联合智能梯度映射主动星座扩展ACE的预留子载波峰均比抑制ACE-TR算法,能以较低... 针对现有预留子载波TR技术对无线OFDM信号峰均比(PAPR)抑制性能效率低,且难以同时兼顾峰均比抑制、误码率(BER)性能损失及带外频谱分量扩展的问题,提出一种联合智能梯度映射主动星座扩展ACE的预留子载波峰均比抑制ACE-TR算法,能以较低的复杂度同时对信号峰均比和接收端误码率性能进行联合优化,并在迭代过程中消除因限幅处理所导致的信号带外频谱分量再生;特别是,由于在优化迭代过程中可以对迭代参数进行自适应调整,能够有效提高算法的适用灵活性。对算法进行了全面深入的理论分析,推导了其可获得的PAPR抑制增益理论界和接收信号误码率性能理论值。理论分析与仿真表明,ACE-TR算法能以更快的收敛速度产生所需的削峰信号,并同时获得优异的峰均比抑制、误码率及带外功率谱性能。 展开更多
关键词 正交频分复用 峰均比 预留子载波 主动星座扩展
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基于最大似然估计降低OFDM系统峰均功率比的子载波预留算法 被引量:1
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作者 韩东升 杨维 刘薇 《高技术通讯》 CAS CSCD 北大核心 2014年第4期373-378,共6页
为降低正交频分复用(OFDM)系统的峰均功率比(PAPR),研究了传统的限幅一子载波预留(clipping-TR)算法收敛速度过慢的问题,在此基础上提出了一种基于最大似然估计(MLE)的子载波预留(TR)算法,即MLE-TR算法。该算法充分利用限幅操作产生的... 为降低正交频分复用(OFDM)系统的峰均功率比(PAPR),研究了传统的限幅一子载波预留(clipping-TR)算法收敛速度过慢的问题,在此基础上提出了一种基于最大似然估计(MLE)的子载波预留(TR)算法,即MLE-TR算法。该算法充分利用限幅操作产生的限幅噪声来生成TR算法所使用的峰值抵消信号,通过MLE算法来获得最佳优化因子以使峰值抵消信号幅值逼近限幅噪声,因而能在快速收敛的情况下获得较好的降低PA.PR的性能。仿真表明,最多采用2次迭代,MLE-TR算法所获得的性能就能与clippingTR算法经过6次迭代之后才能获得的PAPR降低的性能相当。且经过仿真可知,该算法也具有较好的BER性能。 展开更多
关键词 峰均功率比(PAPR) 子载波预留(TR) 限幅 最大似然估计(MLE)
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OFDM系统中的预留子载波比例优化 被引量:1
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作者 李博 胡玲娜 +1 位作者 宋涛 丁良辉 《计算机仿真》 北大核心 2019年第2期125-131,共7页
正交频分复用(OFDM)系统的大峰均功率比(PAPR)会导致发射机功放效率下降、发送信号失真等问题。子载波预留(TR)技术能够有效地减小OFDM信号的峰均功率比,但其预留的子载波不传输有用数据,会使得系统整体有效数据率下降。为此综合考虑通... 正交频分复用(OFDM)系统的大峰均功率比(PAPR)会导致发射机功放效率下降、发送信号失真等问题。子载波预留(TR)技术能够有效地减小OFDM信号的峰均功率比,但其预留的子载波不传输有用数据,会使得系统整体有效数据率下降。为此综合考虑通过TR获得的发送信号峰均比性能提升以及其频谱资源消耗,首先以系统有效数据率为目标函数,建立最优化问题,然后对该优化问题进行分析和求解,获得最优TR子载波比例。最后,通过仿真验证分析和求解过程的正确性。仿真结果表明优化求解结果与仿真获得的最优TR比例相近。 展开更多
关键词 正交频分复用系统 峰均功率比 子载波预留 优化
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过采样下预留载波OFDM系统峰均比抑制方法 被引量:1
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作者 李铀 张晓林 《太赫兹科学与电子信息学报》 2013年第1期119-124,共6页
为降低过采样后峰均比回升对预留载波法峰均比抑制效果的影响,提出了一种改进方法。该方法利用改进的互熵法计算预留载波的位置,获得一个过采样条件下旁瓣值最低的时域核。用时域核对过采样后的正交频分复用(OFDM)符号进行迭代削峰处理... 为降低过采样后峰均比回升对预留载波法峰均比抑制效果的影响,提出了一种改进方法。该方法利用改进的互熵法计算预留载波的位置,获得一个过采样条件下旁瓣值最低的时域核。用时域核对过采样后的正交频分复用(OFDM)符号进行迭代削峰处理。每次迭代中,OFDM符号的幅度峰值被加权且循环移位后的时域核削减到一个预先设定的阈值。仿真结果表明,该方法可有效降低峰均比回升的影响,在总载波数1 024,预留载波数10的条件下,峰均比抑制效果改善了2.1 dB。 展开更多
关键词 正交频分复用 峰均比 预留载波 互熵 过采样
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一种改进的降低MIMO-OFDM系统峰均比的联合算法 被引量:2
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作者 蒋阳 袁敏 +1 位作者 陈碧云 王权 《计算机应用研究》 CSCD 北大核心 2012年第1期250-252,277,共4页
多输入多输出频分复用(MIMO-OFDM)技术是将OFDM与MIMO技术相结合的无线通信系统,它在继承OFDM与MIMO技术诸多优点的同时,具有OFDM系统存在的峰均比(PAPR)较高的问题。选择性映射法(SLM)和预留子载波保留算法(TR)具有很好地抑制PAPR的性... 多输入多输出频分复用(MIMO-OFDM)技术是将OFDM与MIMO技术相结合的无线通信系统,它在继承OFDM与MIMO技术诸多优点的同时,具有OFDM系统存在的峰均比(PAPR)较高的问题。选择性映射法(SLM)和预留子载波保留算法(TR)具有很好地抑制PAPR的性能,但是把传统的TR或SLM方法直接运用到MIMO-OFDM系统中却难以达到很好地抑制PAPR效果。为了寻求在MIMO-OFDM系统中改善PAPR性能的同时降低算法实现复杂度,提出一种TR与SLM算法相结合的适合MIMO-OFDM系统的改进算法TR-SLM。通过理论分析与仿真结果表明,TR-SLM级联算法不仅能有效抑制MIMO-OFDM系统的PAPR,同时可减小算法的计算复杂度与系统实现的复杂度。 展开更多
关键词 多输入多输出 正交频分复用 峰均比 选择映射 预留子载波
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引入深度限幅技术的MIMO-OFDM系统PAPR抑制优化算法
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作者 蒋阳 袁敏 +1 位作者 韩飞飞 郎保才 《高技术通讯》 CAS CSCD 北大核心 2013年第4期345-351,共7页
针对多输入多输出正交频分复用(MIMO-OFDM)通信系统存在的峰值平均功率比(PAPR)较高的问题,将深度限幅技术和具有很好PAPR抑制性能的预留子载波保留(TR)算法进行了改进优化,提出了一种深度限幅优化的TR算法,并将该算法应用于MIMO-OFDM... 针对多输入多输出正交频分复用(MIMO-OFDM)通信系统存在的峰值平均功率比(PAPR)较高的问题,将深度限幅技术和具有很好PAPR抑制性能的预留子载波保留(TR)算法进行了改进优化,提出了一种深度限幅优化的TR算法,并将该算法应用于MIMO-OFDM系统的PAPR抑制性能研究。该算法将系统中的一个天线深度限幅后的补充信号进行处理,然后再应用到其它天线上。通过理论分析与仿真结果表明,该算法不仅能有效抑制MIMO-OFDM系统的PAPR,同时可减小算法的计算复杂度和降低系统误码率。 展开更多
关键词 多输入多输出(MIMO) 正交频分复用(ofDM) 峰值平均功率比(PAPR) 预留子载波保留(TR) 深度限幅
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基于扰码技术降低OFDM系统PAPR的新算法 被引量:3
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作者 谢鹏 全海燕 黄海波 《郑州轻工业学院学报(自然科学版)》 CAS 2014年第2期49-52,共4页
针对传统选择映射算法需要额外传输边带信息的不足,提出一种预留子载波-选择映射联合算法:通过对正交频分复用OFDM信号的子载波进行分组,将0幅度预留子载波嵌入到各分组的特定位置后对分组进行位移,由此把边带信息嵌入到预留子载波的位... 针对传统选择映射算法需要额外传输边带信息的不足,提出一种预留子载波-选择映射联合算法:通过对正交频分复用OFDM信号的子载波进行分组,将0幅度预留子载波嵌入到各分组的特定位置后对分组进行位移,由此把边带信息嵌入到预留子载波的位置上,最后选择峰均功率比PAPR最优的一路传输.仿真结果表明,该算法不仅不需要额外传输边带信息,同时有效地降低了OFDM系统的PAPR和复杂度,提高了系统频带利用率. 展开更多
关键词 正交频分复用系统 峰均功率比 选择映射 预留子载波 扰码技术
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NC-OFDM中改进的子载波预留PAPR抑制算法 被引量:1
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作者 周东旭 贾月岭 +1 位作者 郭建新 郑航 《计算机工程》 CAS CSCD 北大核心 2015年第10期10-13,19,共5页
在非连续正交频分复用系统中,由于峰值功率平均比(PAPR)较高,导致发射端硬件设备难以实现,严重制约其实用性。为此,提出一种改进型子载波预留PAPR抑制算法。根据频谱感知结果,分别在主用户使用频段和未使用频段内合理选取预留子载波,并... 在非连续正交频分复用系统中,由于峰值功率平均比(PAPR)较高,导致发射端硬件设备难以实现,严重制约其实用性。为此,提出一种改进型子载波预留PAPR抑制算法。根据频谱感知结果,分别在主用户使用频段和未使用频段内合理选取预留子载波,并通过自适应调整频段内预留子载波的数目和幅值,在满足对主用户不造成干扰或次用户频谱利用率提高的条件下,使整个非连续正交频分复用系统的PAPR得到有效抑制。理论分析和仿真结果表明,与传统算法相比,改进的子载波预留PAPR抑制算法在提高认知用户频谱利用率的同时,具有较好的峰均比抑制性能。 展开更多
关键词 认知无线电 非连续正交频分复用 子载波预留 峰值功率平均比
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一种降低OFDM系统峰均比的PTS-TR联合算法
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作者 王志勇 庞伟正 《应用科技》 CAS 2009年第4期15-18,共4页
提出一种部分传输序列(partial transm it sequence,PTS)算法与载波预留法(tone reservation)相结合的算法来降低OFDM系统峰均功率比(peak-to-average power ratio,PAPR).传统的PTS算法可以在不使信号失真的情况下很好地降低高PAPR出现... 提出一种部分传输序列(partial transm it sequence,PTS)算法与载波预留法(tone reservation)相结合的算法来降低OFDM系统峰均功率比(peak-to-average power ratio,PAPR).传统的PTS算法可以在不使信号失真的情况下很好地降低高PAPR出现的概率,但是这种算法的缺点是计算量过大.而TR法虽有不用传递边带信息的优点,但当预留子载波取值小时会得不到理想的性能,取值过大又会浪费系统功率.联合算法在大大地降低了PTS计算量、TR预留载波取值小的同时,还保持了良好的PAPR性能,仿真结果验证了其有效性. 展开更多
关键词 峰均功率比 正交频分复用 部分传输序列 载波预留
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一种改进的OFDM水下可见光无线通信系统 被引量:7
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作者 白菊蓉 郭宇成 王彦本 《激光技术》 CAS CSCD 北大核心 2021年第5期647-653,共7页
在水下直流偏置光无线通信正交频分复用(UOWC-DCO-OFDM)系统中,为了保证光信号在发射端具有较低峰均比(PAPR)并在水下可进行远距离低误比特率传输,采用了子载波预留、最小二乘算法(TR-LSA)与压扩变换相结合的方法,同时运用优化的神经网... 在水下直流偏置光无线通信正交频分复用(UOWC-DCO-OFDM)系统中,为了保证光信号在发射端具有较低峰均比(PAPR)并在水下可进行远距离低误比特率传输,采用了子载波预留、最小二乘算法(TR-LSA)与压扩变换相结合的方法,同时运用优化的神经网络对水下环境进行信道估计,并基于该方法在接收端设计信道均衡器,以应对水下环境对光信号的强衰减。结果表明,UOWC-DCO-OFDM系统的PAPR降低9dB,且在信噪比为10dB时误比特率低于10-3,达到水下无线光通信的误比特率标准。该系统可实现光信号水下远距离、低误比特率传输。 展开更多
关键词 光通信 正交频分复用 峰均比 子载波预留 最小二乘 压缩 信道估计 误比特率
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基于OFDM雷达通信一体化信号的PAPR抑制 被引量:1
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作者 赵珊珊 杨彪 +2 位作者 刘子威 张弦 施君南 《制导与引信》 2023年第1期39-44,60,共7页
采用正交频分复用(orthogonal frequency division multiplexing,OFDM)信号作为雷达通信一体化发射信号时,由于OFDM信号具有比较高的峰值平均功率比(peak-toaverage power ratio,PAPR),不利于一体化信号的线性传输。为解决上述问题,首... 采用正交频分复用(orthogonal frequency division multiplexing,OFDM)信号作为雷达通信一体化发射信号时,由于OFDM信号具有比较高的峰值平均功率比(peak-toaverage power ratio,PAPR),不利于一体化信号的线性传输。为解决上述问题,首先提出了一种基于子载波复用的OFDM雷达通信一体化波形,然后提出削峰算法来抑制PAPR。在发挥子载波灵活调制与分配优势的基础上,利用空白子载波调制削峰信号,以较低的复杂度和迭代次数,在对雷达和通信子载波不产生任何影响的前提下,抑制一体化信号的PAPR。仿真结果表明,所提出的抑制方法能够产生一定幅度的削峰信号来较好地抑制一体化信号的PAPR。 展开更多
关键词 雷达通信一体化 峰值平均功率比 预留子载波 正交频分复用
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OFDM系统中基于SR迭代和RSG-KG的PAPR降低 被引量:1
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作者 王晋晋 尚展垒 王康康 《国外电子测量技术》 北大核心 2022年第6期45-51,共7页
针对采用正交频分复用的通信系统中的峰值平均功率比(PAPR)降低进行了研究。首先,在对基于子载波预留(SR)的传统削波算法分析的基础上,提出了一种基于SR迭代的时域方法来降低PAPR,通过一组类似脉冲的内核迭代地抵消信号峰值;为了克服基... 针对采用正交频分复用的通信系统中的峰值平均功率比(PAPR)降低进行了研究。首先,在对基于子载波预留(SR)的传统削波算法分析的基础上,提出了一种基于SR迭代的时域方法来降低PAPR,通过一组类似脉冲的内核迭代地抵消信号峰值;为了克服基于SR迭代算法存在增大信号平均功率的缺点,然后又提出了一种基于预留子载波分组-内核生成的PAPR降低方法,即将预留子载波分组,然后从每组预留子载波中生成一个类似脉冲的内核信号,从而既可实现PAPR降低,又可控制每个预留子载波的功率变化;最后采用现场可编程门阵列实现了所提出的算法。仿真实验结果表明,提出的PAPR降低算法不仅在PAPR降低增益和误码率性能方面优于传统的削波算法,而且有较好的平均功率变化控制和功率谱掩模能力。 展开更多
关键词 正交频分复用系统 峰值平均功率比 子载波预留 削波 内核生成 迭代 降低增益
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OFDMA子载波分配与子载波预留降低PAPR联合优化
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作者 高立沔 童曦 《通信电源技术》 2021年第3期142-145,共4页
综合研究正交频分多址(Orthogonal Frequency Division Multiple Access,OFDMA)系统中资源分配和峰值平均功率比(Peak to Average Power Ratio,PAPR)抑制问题,提出一种OFDMA子载波分配与子载波预留(Tone Reservation,TR)技术联合优化方... 综合研究正交频分多址(Orthogonal Frequency Division Multiple Access,OFDMA)系统中资源分配和峰值平均功率比(Peak to Average Power Ratio,PAPR)抑制问题,提出一种OFDMA子载波分配与子载波预留(Tone Reservation,TR)技术联合优化方法。该方法利用部分子载波降低系统PAPR,同时对系统进行自适应子载波分配达到联合优化。仿真结果表明,该方法中系统的PAPR抑制效果和吞吐量参数能够同时得到优化。 展开更多
关键词 正交频分多址 峰值平均功率比 子载波分配 子载波预留
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Design of Robust Var Reserve Contract for Enhancing Reactive Power Ancillary Service Market Efficiency
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作者 Yunyang Zou Yan Xu 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2024年第2期767-771,共5页
In a deregulated Var market, market power issue is more serious than in an energy market since reactive power cannot be transmitted over long distances. This letter designs a multi-timescale Var market framework, wher... In a deregulated Var market, market power issue is more serious than in an energy market since reactive power cannot be transmitted over long distances. This letter designs a multi-timescale Var market framework, where market power that may arise in the hourly-ahead Var support service market due to system configuration deficiency and market structure flaws can be eliminated by day-ahead contract-based Var reserve service market. Settlement of day-ahead Var reserve contract is formulated as a two-stage robust optimization (TSRO) model considering worst case of uncertainty realization and potential market power that may arise in hourly-ahead market. TSRO with integer recourses is then solved by a new column and constraint generation algorithm. Results show a robust Var reserve contract can fully eliminate market power, and prevent suppliers from manipulating market prices. 展开更多
关键词 Market efficiency market power reactive power ancillary service two-stage robust optimization Var reserve
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Dynamic Setting Method of Assessment Indicators for Power Curves of Renewable Energy Sources Considering Scarcity of Reserve Resources
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作者 Minghao Cao Jilai Yu 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2024年第1期101-114,共14页
With the increasing proportion of renewable energy sources(RESs)in power grid,the reserve resource(RR)scarcity for correcting power deviation of RESs has become a potential issue.Consequently,the power curve of RES ne... With the increasing proportion of renewable energy sources(RESs)in power grid,the reserve resource(RR)scarcity for correcting power deviation of RESs has become a potential issue.Consequently,the power curve of RES needs to be more rigorously assessed.The RR scarcity varies during different time periods,so the values of assessment indicators should be dynamically adjusted.The assessment indicators in this paper include two aspects,i.e.,deviation exemption ratio and penalty price.Firstly,this paper proposes a method for dynamically calculating the supply capacity and RR cost,primarily taking into account the operating status of thermal units,forecast information of RES,and load curve.Secondly,after clarifying the logical relationship between the degree of RR scarcity and the values of assessment indicators,this paper establishes a mapping function between them.Based on this mapping function,a dynamic setting method for assessment indicators is proposed.In the future,RES will generally be equipped with battery energy storage systems(BESSs).Reasonably utilizing BESSs to reduce the power deviation of RESs can increase the expected income of RESs.Therefore,this paper proposes a power curve optimization strategy for RESs considering self-owned BESSs.The case study demonstrates that the dynamic setting method of assessment indicators can increase the revenue of RESs while ensuring that the penalty fees paid by RESs to the grid are sufficient to cover the RR costs.Additionally,the power curve optimization strategy can help RESs further increase income and fully utilize BESSs to reduce power deviation. 展开更多
关键词 Renewable energy battery energy storage system(BESS) power curve assessment reserve service parameter setting
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