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Some Remarks on Energy Storage and Energetic Complementarity
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作者 Renato M. Brito 《Energy and Power Engineering》 2017年第9期479-481,共3页
This letter to the editor presents some notes related to the technological and economic limitations of the means actually available for energy storage and highlights the role that can be played by the notion of energe... This letter to the editor presents some notes related to the technological and economic limitations of the means actually available for energy storage and highlights the role that can be played by the notion of energetic complementarity in order to make feasible alternatives for a better use of the energy resources at our disposal. The notion of complementarity may represent a major advance in the design of energy generation projects, but its application depends on a broader conception of the projects and the contexts in which they are included. 展开更多
关键词 ENERGY STORAGE energetic complementarity energetic complementarity in Time energetic complementarity in SPACE
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An Index Assessing the Energetic Complementarity in Time between More than Two Energy Resources
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作者 Elizando M. Borba Renato M. Brito 《Energy and Power Engineering》 2017年第9期505-514,共10页
Energy complementarity can be a tool for managers to prioritize investments in new power generation ventures. An index for complementarity assessment should allow comparison of complementarities at different sites. Th... Energy complementarity can be a tool for managers to prioritize investments in new power generation ventures. An index for complementarity assessment should allow comparison of complementarities at different sites. This article proposes a new method for the calculation of complementarity index, allowing the comparison two energy resources and also allowing the comparison of more than two energy resources. In addition, the proposed index still allows the use of hourly or daily series and not only maximum or minimum values. Finally, this article also presents a map for the state of Rio Grande do Sul, the southernmost state of Brazil, indicating the energetic complementarity in time between hydropower, wind energy and PV solar energy. 展开更多
关键词 energetic complementarity energetic complementarity in TIME complementarity INDEX Hybrid Systems PV Solar ENERGY HYDRO ENERGY Wind Power
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Some Concerns Related to the Idea of Energetic Complementarity and Its Application
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作者 Flávio P. Livi Elton G. Rossini Alexandre Beluco 《Energy and Power Engineering》 2017年第9期482-485,共4页
This letter to the editor presents some notes on energetic complementarity and a growing understanding of its role as a planning tool. This letter looks at the fact that an increasing number of works in recent years o... This letter to the editor presents some notes on energetic complementarity and a growing understanding of its role as a planning tool. This letter looks at the fact that an increasing number of works in recent years on this subject has promoted an increase in its level of importance in the design and operation of energy systems. The main change is the consideration of complementarity no longer as a consequence but as a design parameter. The continental dimension of Brazil, for example, should make it obvious that complementarities should be sought among the various energy resources available. 展开更多
关键词 component: energetic complementarity COMPLEMENTARY Energy Re-sources
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Editorial Special Issue on “Energetic Complementarity”
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作者 Alexandre Beluco 《Energy and Power Engineering》 2017年第9期486-488,共3页
This editorial presents the motivations that were the focus of the papers that make up this Special Issue on energetic complementarity. The articles deal with the application of the concept of energetic complementarit... This editorial presents the motivations that were the focus of the papers that make up this Special Issue on energetic complementarity. The articles deal with the application of the concept of energetic complementarity in time under certain conditions and with the proposition of new means to evaluate complementarity in time between more than two renewable energy resources. An article further proposes a method for establishing energetic complementarity in space, a concept that is important and necessary for management and planning of energy resources but does not yet have tools that allow it to be quantified and handled appropriately. In addition, two letters to the editor discuss issues that still need to be matured for a better understanding and application of the concept of energetic complementarity, both in time and space. 展开更多
关键词 component: energetic complementarity
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Complementarity Maps of Wind and Solar Energy Resources for Rio Grande do Sul, Brazil 被引量:3
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作者 Gilberto Pianezzola Arno Krenzinger Fausto A. Canales 《Energy and Power Engineering》 2017年第9期489-504,共16页
If two or more renewable energy sources are available in the same region, their complementary can be advantageous in a hybrid power system. Three indices are defined in this work for assessing the complementarity of s... If two or more renewable energy sources are available in the same region, their complementary can be advantageous in a hybrid power system. Three indices are defined in this work for assessing the complementarity of solar and wind resources for energy production. Based on existing data of solar radiation and wind speed, these complementarity indices were calculated and represented in the form of maps for the state of Rio Grande do Sul, in southern Brazil. The results found suggest that there are some areas of the state where the use of hybrid wind-solar power systems could be more effective than single photovoltaic or wind systems. 展开更多
关键词 RENEWABLE ENERGY complementarity energetic complementarity in Time SOLAR ENERGY WIND ENERGY Hybrid Power Systems
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Influence of Different Degrees of Complementarity of Solar and Hydro Energy Availability on the Performance of Hybrid Hydro PV Generating Plants 被引量:3
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作者 Alexandre Beluco Paulo Kroeff de Souza Arno Krenzinger 《Energy and Power Engineering》 2013年第4期332-342,共11页
The complementarity of energy resources used in hybrid power generation can result in optimization of power capacity and reservation capabilities. This article is dedicated to the study of hybrid hydro PV systems. The... The complementarity of energy resources used in hybrid power generation can result in optimization of power capacity and reservation capabilities. This article is dedicated to the study of hybrid hydro PV systems. The goal is to establish the relationship between system performance and complementarity of energy resources. The study was carried out with computer simulations based on a method that uses ideal functions developed to describe the energy resources and determines a limit of performance. The results confirm expectations that performance, as measured by the total time of failure to meet demand, will be better as energy resources are complementary. Charts relating energy complementarity with failures are presented. The subsequent research work shall proceed to at least two different phases. In the first one, the method exposed in the present work shall be applied to real data and compared to the operation of existing hybrid plants. In the second phase, results shall be confronted with design parameters of hydro PV plants based on complementary resources. A next stage would be the enlargement of the method applied in this work for systems based on other energy resources, such as wind energy and ocean wave energy. 展开更多
关键词 Hybrid Energy PLANTS energetic complementarity Performance Analysis Computational Simulation Software MATLAB
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Bases for a Methodology Assessing Time Complementarity in Space
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作者 Alfonso Risso Alexandre Beluco 《Energy and Power Engineering》 2017年第9期527-540,共14页
Energetic complementarity has been studied in recent years and can be an important tool for managers to decide on the design and operation of hybrid systems based on renewable energy resources. Complementarity is an a... Energetic complementarity has been studied in recent years and can be an important tool for managers to decide on the design and operation of hybrid systems based on renewable energy resources. Complementarity is an ability presented by two or more energy resources to complement each other over time. Complementarity can be verified in one place or at different places. This second case can be termed as spatial complementarity and is more complex than the complementarity in the same place, requiring a specific approach for its quantification This paper discusses concepts related to energetic complementarity and presents the basis for a method to evaluate energetic time-complementarity across space, applying the concepts presented to the northern coast of the state of Rio Grande do Sul, the southernmost state of Brazil. 展开更多
关键词 energetic complementarity energetic complementarity in TIME energetic complementarity in SPACE HYDRO Energy WIND Power
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Complementarity in Time between Hydro, Wind and Solar Energy Resources in the State of Rio Grande do Sul, in Southern Brazil
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作者 Marcos Bagatini Mariana G. Benevit +1 位作者 Alexandre Beluco Alfonso Risso 《Energy and Power Engineering》 2017年第9期515-526,共12页
This work studies the complementarity between hydro, wind and solar photovoltaic energy in the Brazilian state of Rio Grande do Sul. Brazil is a country highly dependent on hydro energy;however, the existent plants ar... This work studies the complementarity between hydro, wind and solar photovoltaic energy in the Brazilian state of Rio Grande do Sul. Brazil is a country highly dependent on hydro energy;however, the existent plants are not being able to cover the energy demand in recent years. In this context, the state of Rio Grande do Sul becomes important because of its potential for wind and solar photovoltaic energy, having complementarity between water, wind and solar photovoltaic schemes when hydroelectric reservoirs are at their lowest levels. This study aims to survey the complementarity of various parts of Rio Grande do Sul by proposing mathematical dimensionless ratios, focusing on intra-annual period to carry out a mapping of the entire state. It also analyses the ability to provide power supply throughout the year, through the stabilization of the energy supply, which depends on an adequate scale for photovoltaic, wind power and hydroelectric harnessing. According to the results obtained, the regions with the best complementarity indexes for deployment of a hybrid system in relation to water and wind power were the Metropolitan Region of Porto Alegre and the Southeast region, and the same regions also presented the best results for the complementarity between hydro and solar photovoltaic. Regarding wind and solar photovoltaic energy, the state’s northeast region presented the best results. Finally, the Northeast region of the state also presented the best results for the three energies together. 展开更多
关键词 energetic complementarity complementarity MAPS HYDROPOWER WIND Energy Solar PV SOUTHERN Brazil
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Surface Energetics Study and Determination of the Combined Negative Hamaker Coefficient for Hepatitis C Virus Infected Human Blood Cells
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作者 C. H. Achebe S. Iweriolor J. L. Chukwuneke 《Journal of Biomedical Science and Engineering》 2018年第11期307-319,共13页
This study investigated the interactive effects of Hepatitis C virus on human cells using the contact angle approach. The methodology involves the use of sessile drop approach to determine the contact angle formed on ... This study investigated the interactive effects of Hepatitis C virus on human cells using the contact angle approach. The methodology involves the use of sessile drop approach to determine the contact angle formed on the infected and uninfected blood cells in the presences of glycerin as the probe liquid. It was observed that the presence of the virus in the human blood cells depleted the immune system of infected cells giving rise to a decreased CD4 count on the average of 514.5 ± 243.10 when compared with the uninfected cells CD4 count of 1267.2 ± 368.27. The measurement of contact angle also unveils that among the blood components separated in the course of the experiment, the white blood cell is the principal target of the virus with the highest average contact angle of 63.4 ± 3.20 while the uninfected white blood cells have a lower contact angle of 48.5 ± 2.75. The result of the measured contact angle was used for MATLAB computation to determine the surface energy, force of adhesion and the Hamaker coefficient. Response surface methodology was also employed in this study to visualize the viral impact on the blood cells as well as generating model equations for prediction of the interaction between the virus and the blood cells. Infected surfaces on the average have higher values of Hamaker coefficient than uninfected surfaces. It was discovered that an increase in the contact angles causes a significant increase in Hamaker coefficient with a corresponding decrease in the CD4 counts on the infected surfaces. This increase is attributed to the presence of the HCV virus in the infected samples and the highest value was observed in the white blood cell component. Computation of the combined negative Hamaker coefficient revealed that there exists a possibility of separating the virus from the human lymphocyte, hence a negative value of the A132 of the infected sample was seen to be &minus;0.150 × 10&minus;18 mJ/m2 (&minus;0.150 × 10&minus;25 J). This is in agreement with the value reported in literature when an alternative method to contact angle was used (ultraviolent spectrophotometer approach) to investigate HIV infected human cells. The combined negative Hamaker coefficient of &minus;0.281 × 10&minus;25 J was obtained in that study. Both results have unveiled the possibility of applying the concept of combined negative Hamaker coefficient as a means of separating the virus from the lymphocytes. It therefore implies that additives in the form of drug(s) to the serum (as an intervening medium) which could alter the surface energy of the serum to a value of ≥&minus;0.150 × 10&minus;25 J can have the capability of totally isolating the virus from the lymphocytes. 展开更多
关键词 Absolute Hamaker COEFFICIENT Blood components Contact Angle Hepatitis C LYMPHOCYTES SURFACE energeticS
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Influence of Time Complementarity on Energy Storage through Batteries in Hydro PV Hybrid Energy System
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作者 Frederico A. During Fo Alexandre Beluco +1 位作者 Elton G. Rossini José de Souza 《Computational Water, Energy, and Environmental Engineering》 2018年第3期142-159,共18页
The notion of energetic complementarity can be a tool for energy resource managers to prioritize energy generation projects based on renewable resources in both interconnected and independent systems. As a tool in dec... The notion of energetic complementarity can be a tool for energy resource managers to prioritize energy generation projects based on renewable resources in both interconnected and independent systems. As a tool in decision-making, it is important to know better the influence of energetic complementarity on the performance of hybrid systems especially with regard to energy shortages but also in relation to other parameters. In recent years, hydro PV hybrid systems have become a growing target of researchers and designers for the idea of installing photovoltaic modules on the water surface of reservoirs. Energetic complementarity has three components: time-complementarity, energy-amplitude and amplitude-complementarity. This paper is dedicated to the study of the influence of time-complementarity on the storage of energy through batteries in hydro PV hybrid systems. The method applied is in the literature and suggests the simulation of the system under study with the idealization of energy availabilities, to remove the effects of climatic variations and the characteristic intermittency of renewable resources. Simulations were performed with the well-known software Homer. The results provided the variations of the states of charge of the batteries as a function of different time-complementarities, indicating as expected better performances associated to higher time-complementarities. The results indicated that the cost of energy for a hybrid system with 28 batteries was equal to US$ 0.502 per kWh and that this cost increased as the time complementarity between energy resources moved away from the situation corresponding to full complementarity. The simulations also showed that the maintenance of the zero failure condition supplying the demands of the consumer loads requires that the load be reduced to 52% if the complementarity is reduced from the full complementarity to zero complementarity, with the cost of energy going from US$ 0.502 per kWh to US$ 0.796 per kWh. The results also allow a better understanding of the influence of time complementarity on the performance of hybrid systems. 展开更多
关键词 energetic complementarity TIME complementarity HYBRID SYSTEMS HYDRO POWER PV POWER HYDRO PV HYBRID SYSTEMS
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支持向量机在富氮含能离子盐撞击感度定量构效关系研究中的应用
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作者 张云苓 白杨 《含能材料》 EI CAS CSCD 北大核心 2023年第5期448-456,共9页
为了研究富氮含能离子盐的撞击感度(IS)与分子结构的关系,在M06-2X/6-311++G(3df,3pd)理论水平下对21种含能离子盐进行了构型优化和量子化学参数计算,并以IS为目标值,以最高占据轨道能量(E_(HOMO))、最低空轨道能量(E_(LUMO))、偶极矩(... 为了研究富氮含能离子盐的撞击感度(IS)与分子结构的关系,在M06-2X/6-311++G(3df,3pd)理论水平下对21种含能离子盐进行了构型优化和量子化学参数计算,并以IS为目标值,以最高占据轨道能量(E_(HOMO))、最低空轨道能量(E_(LUMO))、偶极矩(μ)、极化率(α)、氧平衡(OB)、核独立化学位移(NICS)、可利用自由体积(ΔV)、静电势方差(σ^(2))、电离势(I)和电子亲和势(A)作为描述符,采用主成分分析(PCA)方法结合支持向量机(SVM)回归算法,建立了相关性较好的构效关系(QSPR)模型(相关系数和均方根误差分别为0.98和0.11)。采用该模型对新设计的6种新型富氮含能离子盐的IS进行预测,发现其中基于氮(-5(-1氢-四唑-5-基)-2氢-1,2,3-三唑-4-基)-4-硝基-呋咱-3-胺(HTANFT)设计的三种含能离子盐的撞击感度(依次为18,17,35 J)比传统炸药TNT(15 J)还要钝感,表明基于HTANFT设计的三种含能离子盐是潜在的理想含能材料。 展开更多
关键词 富氮含能离子盐 撞击感度(IS) 定量构效关系(QSPR) 支持向量机(SVM) 主成分分析(PCA)
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四硝基并哌嗪(TNAD)与推进剂组分相容性的DSC法评估 被引量:13
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作者 严启龙 李笑江 +2 位作者 廖林泉 张晓宏 刘子如 《含能材料》 EI CAS CSCD 2008年第3期309-314,共6页
采用差示扫描量热法(DSC),研究了四硝基并哌嗪(TNAD)与奥克托今(HMX)、黑索今(RDX)、二硝基哌嗪(DNP)、1.25/1-NC/NG混合物、3-硝基-1,2,4-3-己基铅(NTO-Pb)、铝粉(13.8μm)和吉钠(D INA)等含能组分的相容性;同时也研究了TNAD与聚乙二醇... 采用差示扫描量热法(DSC),研究了四硝基并哌嗪(TNAD)与奥克托今(HMX)、黑索今(RDX)、二硝基哌嗪(DNP)、1.25/1-NC/NG混合物、3-硝基-1,2,4-3-己基铅(NTO-Pb)、铝粉(13.8μm)和吉钠(D INA)等含能组分的相容性;同时也研究了TNAD与聚乙二醇(M=10000)、二异氰酸酯(N-100)、2-硝基二苯胺(2-NDPA)、1,3-二甲基-1,3-二苯基脲(C2)、炭黑(C.B.)、三氧化二铝(A l2O3)、2,4-二羟基苯甲酸铜(β-Cu)、己二酸铜(AD-Cu)和邻苯二甲酸铅(φ-Pb)等惰性材料的相容性。研究表明:TNAD与NC+NG、RDX、NTO-Pb和PET相容性较好;与D INA、HMX轻微敏感;而对2-NDPA,φ-Pb,-βCu,AD-Cu和A l2O3等惰性材料敏感,与DNP、PEG,N-100,C2和C.B.等不相容。由此可见,TNAD能与推进剂主要组分相容,可在NC+NG体系的改性双基推进剂中应用。 展开更多
关键词 物理化学 相容性 含能材料 差示扫描量热法(DSC) 四硝基并哌嗪(TNAD)
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铯、锶在花岗岩及其成岩矿物上的吸附研究——吸附等温线的测定及能量不均匀吸附等温模型 被引量:5
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作者 赵欣 魏连生 +1 位作者 林漳基 汪德熙 《核科学与工程》 CSCD 北大核心 1993年第2期148-154,7,共7页
测定了Cs、Sr在花岗岩及其成岩矿物(钾长石、钠长石、石英、黑云母、角闪石)中的吸附等温线。结果表明,Cs、Sr在花岗岩及钾长石、钠长石、黑云母、角闪石中的吸附可用Freundlich等温方程描述,Cs、Sr在石英中不吸附。在假定各矿物是由各... 测定了Cs、Sr在花岗岩及其成岩矿物(钾长石、钠长石、石英、黑云母、角闪石)中的吸附等温线。结果表明,Cs、Sr在花岗岩及钾长石、钠长石、黑云母、角闪石中的吸附可用Freundlich等温方程描述,Cs、Sr在石英中不吸附。在假定各矿物是由各能量不相同的吸附点组成,且某一吸附点上的局部等温式可用Freundlich方程表示,吸附物质各点的能量分布可用γ几率函数描述的基础上,本文推导出了能量不均匀吸附物质的吸附等温模型,并得到了实验结果的验证。 展开更多
关键词 吸附 花岗岩 放射性同位素
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植物残体腐解物能态特征及其与组分的关系 被引量:3
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作者 陈思根 张一平 +1 位作者 白锦鳞 李艳霞 《西北农林科技大学学报(自然科学版)》 CSCD 1993年第S1期21-25,共5页
通过对不同肥力条件下、不同腐解时期苜蓿残体腐解物进行组分分离,并分别对腐解物原样及去除各组分后的样品进行差热分析及红外光谱分析,结果表明:据DTA曲线中330℃特征放热峰的变化规律可将腐解过程分为波动起伏—急剧下降—趋于稳定3... 通过对不同肥力条件下、不同腐解时期苜蓿残体腐解物进行组分分离,并分别对腐解物原样及去除各组分后的样品进行差热分析及红外光谱分析,结果表明:据DTA曲线中330℃特征放热峰的变化规律可将腐解过程分为波动起伏—急剧下降—趋于稳定3个阶段。苯-醇溶性物与水溶性物不影响腐解物总的能态变化规律,纤维素、半纤维素及木质素共同决定了腐解物的能态变化特征。 展开更多
关键词 苜蓿 腐解 能态 组分分离 DTA 红外光谱
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智力资本构成要素的投资效率研究 被引量:3
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作者 张超群 郑建国 高顺成 《情报杂志》 CSSCI 北大核心 2011年第1期202-206,F0003,共6页
考虑到智力资本构成要素的多样性,认为知识经济时代企业的智力资本应由人力资本、结构资本、创新资本和关系资本四种要素构成;以新古典经济学的投入产出理论为基础,从智力资本构成要素的互补性和阈值效应入手,分析任意维度的智力资本的... 考虑到智力资本构成要素的多样性,认为知识经济时代企业的智力资本应由人力资本、结构资本、创新资本和关系资本四种要素构成;以新古典经济学的投入产出理论为基础,从智力资本构成要素的互补性和阈值效应入手,分析任意维度的智力资本的单一投资效率和组合投资效率,构建了边际企业价值与智力资本构成要素之间的通用细化函数关系,该函数关系能充分体现各种要素及其相互融合互补情况,它们通过互补性和阈值效应共同为企业创造价值,并得出最优投资效率的评价标准。 展开更多
关键词 智力资本构成要素 投资效率 企业价值 互补性 阈值效应
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贮氢合金燃烧剂与固体推进剂常用含能组分的相容性研究 被引量:12
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作者 刘晶如 罗运军 《兵工学报》 EI CAS CSCD 北大核心 2008年第9期1133-1136,共4页
贮氢合金是一种能在晶体的空隙中大量贮存氢原子的功能材料,可以制成一种新型燃烧剂以作为固体推进剂的重要组分。利用差示扫描量热(DSC)法研究了贮氢合金燃烧剂与固体推进剂常用含能组分高氯酸铵(AP)、黑索今(RDX)、六硝基六氮杂异伍兹... 贮氢合金是一种能在晶体的空隙中大量贮存氢原子的功能材料,可以制成一种新型燃烧剂以作为固体推进剂的重要组分。利用差示扫描量热(DSC)法研究了贮氢合金燃烧剂与固体推进剂常用含能组分高氯酸铵(AP)、黑索今(RDX)、六硝基六氮杂异伍兹烷(CL-20)、1/1-NG/DEGDN、硝化棉(NC)的相容性。结果表明,贮氢合金燃烧剂与这些含能组分均相容。 展开更多
关键词 无机非金属材料 贮氢合金燃烧剂 含能组分 相容性 差示扫描量热法
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含能材料部件几何量测量技术应用进展 被引量:1
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作者 刘勇 高国防 +4 位作者 张晓华 陈玉国 彭亚会 赵华 张书根 《含能材料》 EI CAS CSCD 北大核心 2016年第7期715-722,共8页
总结了含能材料部件及其几何量测量的相关定义,并从机械量具测量、固定式三坐标机测量、便携式坐标测量、光学非接触三维测量四方面综述了国内外含能材料部件几何量测量技术的应用进展,分析了各种测量技术的优缺点,提出了光学非接触测... 总结了含能材料部件及其几何量测量的相关定义,并从机械量具测量、固定式三坐标机测量、便携式坐标测量、光学非接触三维测量四方面综述了国内外含能材料部件几何量测量技术的应用进展,分析了各种测量技术的优缺点,提出了光学非接触测量技术在含能材料部件几何量测量方面的应用前景,并指出了未来含能材料部件在不同精度要求、尺寸范围内的几何量测量技术发展方向。 展开更多
关键词 含能材料部件 几何量测量 三坐标机
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有机残体(苜蓿)腐解过程中腐解物能态的研究
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作者 陈思根 张一平 +2 位作者 白锦鳞 宰松梅 杨发民 《西北农业大学学报》 CSCD 1994年第2期11-15,共5页
将粉碎的苜蓿样装砂滤管埋入不同施肥处理的长期定位试验地,分期取出腐解物样品,并将其进行组分分离,测定燃烧热值,以探讨苜蓿样腐解过程中的能态变化特点及各组分对腐解过程中腐解物总热值的影响,结果表明:苜蓿样腐解过程中腐解... 将粉碎的苜蓿样装砂滤管埋入不同施肥处理的长期定位试验地,分期取出腐解物样品,并将其进行组分分离,测定燃烧热值,以探讨苜蓿样腐解过程中的能态变化特点及各组分对腐解过程中腐解物总热值的影响,结果表明:苜蓿样腐解过程中腐解物的能态变化可分为波动起伏(第1~7月)、急剧下降(第8,9月)和趋于平稳(第9月以后)3个阶段;纤维素、半纤维素及木质素类物质是影响腐解物热值的主要因素;腐解前期腐解物的能态与土壤肥力呈反相关。 展开更多
关键词 苜蓿 腐解物 能态 土壤肥力
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基于天气分型的风光出力互补性分析方法 被引量:13
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作者 乔延辉 韩爽 +3 位作者 许彦平 刘永前 马天东 蔡乾 《电力系统自动化》 EI CSCD 北大核心 2021年第2期82-88,共7页
基于天气分型的风光出力互补性定量分析方法能够科学指导风光互补发电系统优化调度。针对现有天气分型方法中主成分分析法无法提取非线性特征,分布领域嵌入(t-SNE)算法未考虑样本实际分布等不足,提出了基于核主成分分析(KPCA)和自组织... 基于天气分型的风光出力互补性定量分析方法能够科学指导风光互补发电系统优化调度。针对现有天气分型方法中主成分分析法无法提取非线性特征,分布领域嵌入(t-SNE)算法未考虑样本实际分布等不足,提出了基于核主成分分析(KPCA)和自组织特征映射(SOFM)神经网络的天气分型及风光出力互补性分析方法。首先,基于数值天气预报数据,利用KPCA进行特征向量提取;然后,以特征向量为输入条件,构建基于SOFM神经网络的天气类型划分模型;最后,基于波动互补率和爬坡互补率评估指标,从波动性和爬坡性2个角度定量分析不同天气类型下风光出力互补程度和最佳并网容量比例。结果表明不同天气类型下风光出力波动互补性及最佳并网容量比例差异明显,验证了所提方法的有效性。 展开更多
关键词 天气 风力发电 光伏 互补性 核主成分分析 自组织特征映射神经网络
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近红外技术在含能材料领域的应用研究进展 被引量:1
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作者 黄子淇 吴玉章 +6 位作者 刘犇 肖磊 宋秀铎 武宗凯 赵凤起 姜炜 郝嘎子 《兵器装备工程学报》 CAS CSCD 北大核心 2022年第7期58-66,77,共10页
针对目前含能材料研究领域的薄弱环节——生产过程的质量控制,综述了近红外光谱(NIRS)技术在含能材料成分检测、含量及混合均匀性分析方面的研究现状。指出NIRS技术结合化学计量学方法较传统离线分析手段具有快速准确的优势,有望实现含... 针对目前含能材料研究领域的薄弱环节——生产过程的质量控制,综述了近红外光谱(NIRS)技术在含能材料成分检测、含量及混合均匀性分析方面的研究现状。指出NIRS技术结合化学计量学方法较传统离线分析手段具有快速准确的优势,有望实现含能材料生产过程质量的在线分析,从而为我国含能材料领域连续化和自动化生产提供技术支撑。 展开更多
关键词 近红外 含能材料 混合均匀性 组分含量 在线分析
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