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配网重过载预警及配网容量规划研究
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作者 赵婷婷 《通信电源技术》 2023年第10期5-7,共3页
由于对配网运行数据以及需求的分析精度较低,导致对重过载情况的预警效果以及容量规划结果合理性较低,为此提出配网重过载预警及配网容量规划研究,借助K-means聚类的方式对配网停电数据集进行处理,并将平衡训练结果作为判定其重过载判... 由于对配网运行数据以及需求的分析精度较低,导致对重过载情况的预警效果以及容量规划结果合理性较低,为此提出配网重过载预警及配网容量规划研究,借助K-means聚类的方式对配网停电数据集进行处理,并将平衡训练结果作为判定其重过载判定的基础,实现对重过载情况的预警。在配网容量规划阶段,AdaBoost算法实现对配网不同馈线对应的重要性进行分析,并结合重要性对容量进行适应性配置。在测试结果中,设计方法对应的线路掉闸率稳定在20.0%以下,日期望缺供电量始终在0.50 MW·h以下,具有良好的应用效果。 展开更多
关键词 重过载预警 配网容量 K-MEANS聚类 平衡训练 ADABOOST算法
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Optimal Power Allocation for Heterogeneous Network Capacity Maximization 被引量:1
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作者 周文安 徐宇杰 +1 位作者 梁特 任晓涛 《China Communications》 SCIE CSCD 2013年第9期97-103,共7页
We investigate the optimal joint power allocation in Heterogeneous Networks (HetNets) to maximise its capacity. Consider- ing frequency reuse in the network, we study two power-constraint cases, i.e., per-cell po- w... We investigate the optimal joint power allocation in Heterogeneous Networks (HetNets) to maximise its capacity. Consider- ing frequency reuse in the network, we study two power-constraint cases, i.e., per-cell po- wer constraint case and per-tier power con- straint case. We formulate the capacity maxi- mization problem by allowing each subcarrier of Marco eNodeB (MeNB) to be shared by users from multiple Picos. We mathematically demonstrate that the optimal power allocation in the per-cell power constraint case has a re- markably simple nature: each Pico transmits to its user with maximum power, while MeNB either selects only one user to jointly transmit with maximum power or does not transmit to any user. In the per-tier power constraint case, the difference is that the power allocation be- tween two Picos takes the form of water-fill- ing. Numerical results verify that our proposed schemes outperform the conventional interfe- rence coordination schemes. 展开更多
关键词 HetNet PICO power allocation joint transmission
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An Approach for Cost-Efficient Grid Integration of Distributed Renewable Energy Sources
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作者 Till Luhmann Enno Wieben +2 位作者 Riccardo Treydel Michael Stadler Thomas Kumm 《Engineering》 SCIE EI 2015年第4期447-452,共6页
We describe a specific approach to capacity man a ge ment for distribution grids. Based on simulations, it has been found that by curtailing a maximum of 5% of the yearly energy production on a per-generator basis, di... We describe a specific approach to capacity man a ge ment for distribution grids. Based on simulations, it has been found that by curtailing a maximum of 5% of the yearly energy production on a per-generator basis, distribution grid connection capacity can be doubled. We also present the setting and fi rst results of a fi eld test for validating the approach in a rural distribution grid in northern Germany. 展开更多
关键词 grid capacity management 5% approach renewable energy sources electricity distribution grid
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Intelligent Traffic Allocation Algorithm for Multiple Networks
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作者 Gao Peng Meng Dexiang +2 位作者 Wang Shoufeng Zhang Dongchen Cheng Nan 《China Communications》 SCIE CSCD 2012年第12期127-136,共10页
In recent years, wireless communication systems have experienced tremendous growth in data traffic. Many capacity-enhancing techniques are applied to elevate the gap between the amount of traffic and network capacity,... In recent years, wireless communication systems have experienced tremendous growth in data traffic. Many capacity-enhancing techniques are applied to elevate the gap between the amount of traffic and network capacity, and more solutions are required to minimize the gap. Traffic allocation among multiple networks is regarded as one of the most effective methods to solve the problem. However, current studies are unable to derive the quantity of traffic that each network should carry. An intelligent traffic allocation algorithm for multiple networks is proposed to obtain the optimal traffic distribution. Multiple factors affecting traffic distribution are considered in the proposed algorithm, such as network coverage, network cost, user habit, service types, network capacity and terminals. Using evaluations, we proved that the proposed algorithm enables a lower network cost than load balancing schemes. A case study of strategy rmldng for a 2G system refarming is presented to further illustrate the applicability of the proposed algorithm. We demonstrated that the new algorithm could be applied in strategy rmldng for telecommunication operators. 展开更多
关键词 traffic allocation strategy making network optimization
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Analysis on Regional Power Grid Load Characteristics and Rational Allocation of Capacity Load Ratio
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作者 Li Yaoxian Ma Chenwen 《International Journal of Technology Management》 2013年第1期49-52,共4页
The reasonability of the adopted capacity load ratio numerical value in urban power grid planning determines the economy of planning level yearly power grid.Too large capacity load ratio will result in the increasing ... The reasonability of the adopted capacity load ratio numerical value in urban power grid planning determines the economy of planning level yearly power grid.Too large capacity load ratio will result in the increasing investment in the early period of power grid construction, however, too small capacity load ratio will make the power grid have poor adaptability, affecting the power supply. Reasonably determining the adopted regional power grid capacity load ratio quantitative numerical value in planning has a strong guiding significance for constructing reliable and economic power grid and preventing power grid from excessive advance or lagging behind the load development. This paper, through the statistics and analysis of a certain regional power grid 2010-2012 three years' power grid daily load characteristics and the investment benefit evaluation of three years' 220KV power grid individual project, makes a preliminary analysis and puts forwards the specific advice on the reasonable values of power ~rid 35-220KV power transformation capacity load ratio. 展开更多
关键词 urban power grid planning power grid load capacity load ratio
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