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基于多场景和考虑状态转移过程的风电场出力概率性评估
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作者 卫永鹏 陈宝奇 王宗琳 《电气自动化》 2023年第4期60-62,共3页
由于风场风速和风电机机组状态的随机性造成了风电机组出力的随机性。为了较为准确地对风电机组在多场景下多状态的出力进行评估,基于随机投产和后期续建两种场景,考虑风电机组运行、降额、停运三种状态,采用马尔科夫法和蒙特卡洛方法... 由于风场风速和风电机机组状态的随机性造成了风电机组出力的随机性。为了较为准确地对风电机组在多场景下多状态的出力进行评估,基于随机投产和后期续建两种场景,考虑风电机组运行、降额、停运三种状态,采用马尔科夫法和蒙特卡洛方法对风电机组的状态以及各状态之间的转移时间进行抽样评估。进而建立风电场统一的出力模型并反映其状态转移情况。对研究风电场出力的概率评估及风电场状态转移过程具有重要意义。 展开更多
关键词 风电机组 多场景 多状态 状态转移 概率性评估
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风电场多状态出力的概率性评估 被引量:6
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作者 王森 仉志华 +3 位作者 薛永端 王国权 刘华勇 周平 《太阳能学报》 EI CAS CSCD 北大核心 2016年第6期1611-1616,共6页
以风电场的出力作为研究对象,考虑风速的随机性和风电机组的随机投产、故障状态及降额状态等因素对风电场出力的影响,基于蒙特卡洛方法建立风电场多状态出力的概率模型,并给出评估流程。结合实际算例,在Matlab中编写程序对风电场的多状... 以风电场的出力作为研究对象,考虑风速的随机性和风电机组的随机投产、故障状态及降额状态等因素对风电场出力的影响,基于蒙特卡洛方法建立风电场多状态出力的概率模型,并给出评估流程。结合实际算例,在Matlab中编写程序对风电场的多状态出力进行概率性评估。算例分析表明,所建模型能对风电场的出力进行有效评估,比传统的三状态工作模型具有更好的适用性。 展开更多
关键词 风电场 随机投产 蒙特卡洛方法 多状态出力 概率性评估
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考虑多参数影响的风电场多状态出力概率性评估 被引量:9
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作者 王森 薛永端 +3 位作者 王洪俭 陈风峰 陈永根 刘彬 《电网与清洁能源》 2019年第2期69-77,共9页
大规模风电并网会对电力系统的可靠性带来严峻挑战,其出力的随机性也会对电力系统可靠性评估带来难题.为了准确地对风电场出力进行评估,结合风速的随机性,考虑了风电机组的故障、降额和随机投产状态以及风速分布的威布尔参数对风电场出... 大规模风电并网会对电力系统的可靠性带来严峻挑战,其出力的随机性也会对电力系统可靠性评估带来难题.为了准确地对风电场出力进行评估,结合风速的随机性,考虑了风电机组的故障、降额和随机投产状态以及风速分布的威布尔参数对风电场出力的影响,建立了风电场多状态出力的可靠性模型;基于蒙特卡洛法对风电场的有功出力进行了概率性评估,并分析了不同状态数、不同降额概率、故障停运概率、随机投产率及不同的风速分布威布尔尺度参数和形状参数等对评估结果的影响.仿真结果表明,所建模型切实可行,能有效地对风电场出力进行评估. 展开更多
关键词 风电场 随机投产 蒙特卡洛方法 多状态出力 概率性评估
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马尼拉俯冲带地震海啸对华南沿海的概率性灾害影响
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作者 刘金伟 赵文宇 +3 位作者 魏笑然 支泓欢 李培良 白晔斐 《海洋与湖沼》 CAS CSCD 北大核心 2024年第4期864-875,共12页
马尼拉俯冲带地震作为高风险海啸源对华南沿海地区构成严重威胁,开展概率性海啸灾害评估有助于全面了解马尼拉俯冲带地震海啸能量的时空分布规律并指导南海海岸工程的设计及建设。本文针对马尼拉俯冲带五项不确定性参数的概率分布展开研... 马尼拉俯冲带地震作为高风险海啸源对华南沿海地区构成严重威胁,开展概率性海啸灾害评估有助于全面了解马尼拉俯冲带地震海啸能量的时空分布规律并指导南海海岸工程的设计及建设。本文针对马尼拉俯冲带五项不确定性参数的概率分布展开研究,应用逻辑树法设计地震海啸样本集,使用非静压海啸数值模型对所有样本情景进行传播模拟,最后通过概率计算得到南海海域的海啸最大波幅超越概率曲线,并绘制了100年和500年回归周期下南海概率性海啸最大波幅的空间分布图。研究发现,100年一遇的海啸对中国大陆南部沿海影响较低,潜在海啸的最大波幅最高可达0.7 m,危险等级不超过Ⅱ级;500年一遇的海啸可能会对我国南部沿岸城市(如汕头、汕尾、香港地区和澳门地区等)造成最大波幅为2.5 m左右的Ⅲ级海啸威胁,中沙群岛和西沙群岛沿岸可能出现最大波幅为3.1 m的海啸活动,东沙群岛受到最大波幅有可能超过4.0 m的海啸威胁,这些地区海啸危险等级均高达Ⅳ级。 展开更多
关键词 马尼拉俯冲带 地震海啸 非静压数值模拟 概率灾害评估 中国南海
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渤海海域地震海啸灾害概率性风险评估 被引量:5
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作者 李宏伟 王宗辰 +3 位作者 原野 徐志国 王培涛 史健宇 《海洋学报》 CAS CSCD 北大核心 2019年第1期51-57,共7页
渤海作为我国地震活动性最为活跃的近海,其地震海啸风险不可忽视。本文应用概率性海啸风险评估方法对渤海周边区域的海啸风险进行评估。根据历史地震目录建立了渤海区域的震级-频率关系,基于蒙特卡洛算法随机生成了一套10万年的地震目录... 渤海作为我国地震活动性最为活跃的近海,其地震海啸风险不可忽视。本文应用概率性海啸风险评估方法对渤海周边区域的海啸风险进行评估。根据历史地震目录建立了渤海区域的震级-频率关系,基于蒙特卡洛算法随机生成了一套10万年的地震目录,最终通过对地震事件的海啸数值模拟及最大波幅的统计分析给出了环渤海区域典型重现期的最大波幅分布以及重点城市的海啸波幅曲线。评估结果表明,渤海地区海啸风险主要集中在渤海湾和莱州湾周边,波幅可达到1~3 m,辽东湾地区海啸风险较低。 展开更多
关键词 渤海 海啸 概率风险评估
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基于健康风险的三氯杀螨醇生产设备表面污染物筛选值推算的初步研究 被引量:3
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作者 罗飞 宋静 +4 位作者 潘云雨 陈梦舫 骆永明 陈义 史建霞 《环境监测管理与技术》 2011年第3期34-38,共5页
运用确定性和概率性人体健康风险评估的方法,推算一般工业暴露情景和拆卸清理暴露情景下三氯杀螨醇生产设备表面污染物的筛选值。结果表明:p,p′-滴滴涕、p,p′-滴滴滴和p,p′-滴滴依基于确定性风险评估的设备表面筛选值在一般工业暴露... 运用确定性和概率性人体健康风险评估的方法,推算一般工业暴露情景和拆卸清理暴露情景下三氯杀螨醇生产设备表面污染物的筛选值。结果表明:p,p′-滴滴涕、p,p′-滴滴滴和p,p′-滴滴依基于确定性风险评估的设备表面筛选值在一般工业暴露情景下分别为0.224 mg/m2、0.214 mg/m2和0.151 mg/m2,在拆卸清理暴露情景下分别为9.68 mg/m2、10.7 mg/m2和7.57 mg/m2;基于蒙特卡罗概率性风险评估的表面筛选值更为保守;不确定性分析表明从手到口部发生次数、接触表面频率和可供摄入的皮肤有效表面积等为敏感参数。 展开更多
关键词 生产设备 设备表面筛选值 确定风险评估 概率风险评估 蒙特卡罗模拟 不确定分析
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Optimization of Routing Considering Uncertainties 被引量:1
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作者 Georgios I. Papatzanakis (1) Apostolos D. Papanikolaou (1) papa@deslab.ntua.gr Shukui Liu (1) 《Journal of Marine Science and Application》 2012年第1期10-17,共8页
A route optimization methodology in the frame of an onboard decision support/guidance system for the ship's master has been developed and is presented in this paper. The method aims at the minimization of the fuel vo... A route optimization methodology in the frame of an onboard decision support/guidance system for the ship's master has been developed and is presented in this paper. The method aims at the minimization of the fuel voyage cost and the risks related to the ship's seakeeping performance expected to be within acceptable limits of voyage duration. Parts of this methodology were implemented by interfacing alternative probability assessment methods, such as Monte Carlo, first order reliability method (FORM) and second order reliability method (SORM), and a 3-D seakeeping code, including a software tool for the calculation of the added resistance in waves of NTUA-SDL. The entire system was integrated within the probabilistic analysis software PROBAN. Two of the main modules for the calculation of added resistance and the probabilistic assessment for the considered seakeeping hazards with respect to exceedance levels of predefined threshold values are herein elaborated and validation studies proved their efficiency in view of their implementation into an on-board optimization system. 展开更多
关键词 AKeywords: routing system operational risk assessment multi-objective optimization epistemic and aleatoryuncertainties
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Assessment of the Seismic Behavior of the Reinforced Concrete Structures Based on the Probabilities
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作者 Mohsen Javan Pour Panam Zarfam 《Journal of Civil Engineering and Architecture》 2011年第2期154-162,共9页
This paper presents an analytical foundation for probability-based formats for seismic design and assessment of structures. These formats are designed to be suitable for code and guideline implementation. The framewor... This paper presents an analytical foundation for probability-based formats for seismic design and assessment of structures. These formats are designed to be suitable for code and guideline implementation. The framework rests on non-linear, static seismic analysis. The formats can be used to ensure that the structural seismic design can be expected to satisfy specified probabilistic performance objectives, and perhaps (more novel) that it does so with a desired, guaranteed degree of confidence. Performance objectives are presumed to be expressed as the annual probability of exceeding a structural performance level. Structural performance levels are in turn defined as specified structural parameters (e.g., ductility, strength, maximum drift ratio, etc.) reaching a structural limit state (e.g. onset of yield, collapse, etc.). The degree of confidence in meeting the specified performance objective may be quantified through the upper confidence bound on the (uncertain) probability. In order to make such statements, aleatory (random) uncertainty and epistemic (knowledge limited) uncertainty must be distinguished. The single seismic design foundation can be formatted into the alternative conventional design methods such as LRFD design and fragility-hazard design. Versions of the new developments reported here are already in place in recently completed seismic guidelines. 展开更多
关键词 NON-LINEAR PROBABILITY performance SEISMIC uncertainty.
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Transient stability probability of a power system incorporating a wind farm 被引量:7
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作者 LIU Yan Li YU Yi Xin 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第6期973-979,共7页
An analytical approach for probabilistic evaluation of transient stability of a power system incorporating a wind farm is presented in this study. Based on the fact that the boundary of practical dynamic security regi... An analytical approach for probabilistic evaluation of transient stability of a power system incorporating a wind farm is presented in this study. Based on the fact that the boundary of practical dynamic security region(PDSR) of a power system with double fed induction generators(DFIG) can be approximated by one or few hyper-planes in nodal power injection space, transient stability criterion for given configurations of pre-fault, fault-on and post-fault of a power system is to be expressed by certain expressions of linear combination of nodal injection vector and the transient stability probability(TSP) is further obtained with a much more simplified expression than the complex integral. Furthermore, considering uncertainties of nodal injection power including wind power and load, TSP is calculated analytically by Cornish-Fisher expansion, which can provide reliable evaluation results with high accuracy and much less computing time compared with Monte Carlo simulation. TSP and its visualization can further help operators and planners be aware of the degree of stability or instability and find critical components to monitor and reinforce. Test results on the New England 10-generators and 39-buses power system show the method's effectiveness and significance for probabilistic security assessment. 展开更多
关键词 transient stability probability double fed induction generator dynamic security region transient stability
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An Extended Weibull Model with Variable Periodicity
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作者 PENG Xiuyun 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2018年第3期841-858,共18页
A new distribution for the fluctuation of materials' lifetime cumulative hazard rate is firstly proposed. The new distribution is extended from the Weibull distribution by adding a sine function. After that, the prop... A new distribution for the fluctuation of materials' lifetime cumulative hazard rate is firstly proposed. The new distribution is extended from the Weibull distribution by adding a sine function. After that, the properties of its hazard rate function, cumulative hazard rate function, probability density function and cumulative distribution function are studied. The analysis result shows this distribution can well model the lifetime with variable and periodic hazard rate. Finally, the new distribution is verified with two real data sets as examples to demonstrate its capability. 展开更多
关键词 Cumulative hazard rate function Sine function Weibull distribution.
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