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Fault Diagnosis of Wind Turbine SCADA Data via Immunity Perception 基于免疫感知的风电SCADA数据故障诊断
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/34018
Zhengnan Hou, Xiaoxiao Lv, Shengxian Zhuang
Health monitoring of wind turbine (WT) has gained considerable attention, and the supervisory control and data acquisition (SCADA) data (such as power, temperature, and pressure, etc.) have been analyzed. However, many parameters in SCADA data are inertia parameters, which are easily affected by their inherent inertia. To solve this problem, a health pre-progress for SCADA data based on immunity perception (IP) is proposed in this paper. This progress uses the immunity perception to obtain the health information of a single parameter. Two numerical examples are given to validate the progress proposed in this paper.
风力发电机组的健康监测受到了广泛的关注,对其监测控制和数据采集(SCADA)数据(如功率、温度、压力等)进行了分析。然而,SCADA数据中的许多参数都是惯性参数,容易受到其固有惯性的影响。针对这一问题,本文提出了一种基于免疫感知(IP)的SCADA数据健康预处理方法。该方法利用免疫感知来获取单个参数的健康信息。最后给出了两个数值算例,验证了本文提出的方法。
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引用次数: 0
Research on IGBT Limit Frequency Based on Heat Balance Analysis 基于热平衡分析的IGBT极限频率研究
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/33973
Bo Wang, Yong Tang
Insulated gate bipolar transistor (IGBT) is the most widely used fully-controlled power electronic device at present. Its limit frequency is generally determined by the maximum junction temperature and maximum power consumption given in the manual, and it is difficult to reflect the nature of thermal failure. Based on the thermal balance analysis of IGBT power consumption-temperature curve and heat transfer curve, the thermal stability point, unstable point and critical point of junction temperature are obtained, thus the IGBT limit power consumption at the critical point is obtained, the design method of IGBT limit frequency is obtained from the tangent of the two curves, and finally the experimental verification is carried out. Introduction IGBT is a kind of compound power semiconductor device which combines the structure of field effect transistor and bipolar power transistor. It has the advantages of high input impedance, fast switching speed, low driving power, reduced saturation voltage, large current bearing, etc. It is widely used in various medium and high power electronic devices and is currently the most widely used full control power electronic device [1] . In the existing power electronic devices, IGBT safe operating area is generally designed based on experience and parameters and curves provided by device manufacturers, and a large margin is usually reserved for ensuring reliability in application. At present, the basic idea of studying IGBT limit frequency at home and abroad is based on the steady-state thermal resistance calculation formula, which is realized through the maximum junction temperature given in the manual. Literature [2] studied the IGBT operating limit according to the relationship between maximum junction temperature, thermal resistance and limiting power consumption. Literature [3] analyzed the on-state limit current and the on-state limit power consumption, and points out that the on-state limit power consumption is the power consumption corresponding to the maximum junction temperature. Literature [4] calculated IGBT switch power consumption and conduction power consumption, and estimated the junction temperature at switch works by using the relationship between power consumption and thermal resistance. Based on the thermal balance analysis of IGBT power consumption-temperature curve and heat transfer curve, this paper obtains the stable point, unstable point and critical point of junction temperature, obtains the limit power consumption of IGBT at the critical point, obtains the limit frequency under certain circuit conditions from the limit power consumption, and finally carries out experimental verification. Theoretical Analysis IGBT thermal failure mainly includes long-term thermal accumulation failure and short-term thermal shock failure. Among them, thermal accumulation failure is mainly caused by poor heat dissipation, excessive current and frequency, and there is a process of thermal accumulation. Heat
绝缘栅双极晶体管(IGBT)是目前应用最广泛的全控制电力电子器件。其极限频率一般由手册中给出的最高结温和最大功耗确定,难以反映热失效的性质。通过对IGBT功耗-温度曲线和传热曲线的热平衡分析,得到结温的热稳定点、不稳定点和临界点,从而得到临界点处IGBT极限功耗,由两条曲线的切线得出IGBT极限频率的设计方法,最后进行实验验证。IGBT是一种结合场效应晶体管和双极功率晶体管结构的复合型功率半导体器件。它具有输入阻抗高、开关速度快、驱动功率低、饱和电压降低、承载电流大等优点。广泛应用于各种中、大功率电子器件中,是目前应用最广泛的全控制电力电子器件[1]。在现有的电力电子器件中,IGBT安全工作区域一般是根据经验和器件厂商提供的参数、曲线来设计的,在应用中通常留有较大的余量以保证可靠性。目前国内外研究IGBT极限频率的基本思路是基于稳态热阻计算公式,通过手册给出的最高结温实现。文献[2]根据最高结温、热阻与极限功耗的关系研究了IGBT的工作极限。文献[3]分析了导通状态极限电流和导通状态极限功耗,指出导通状态极限功耗为最高结温所对应的功耗。文献[4]计算了IGBT开关功耗和导通功耗,并利用功耗与热阻的关系估算了开关工作时的结温。本文在对IGBT功耗-温度曲线和传热曲线进行热平衡分析的基础上,得到结温的稳定点、不稳定点和临界点,并在临界点处得到IGBT的极限功耗,从极限功耗得到一定电路条件下的极限频率,最后进行实验验证。IGBT热失效主要包括长期热积累失效和短期热冲击失效。其中,热积累失效主要是由于散热不良、电流过大、频率过高,存在热积累过程。IGBT的内部结构如图1所示。所述虚线框架内为贯通型平面栅极的蜂窝状结构。图1所示。IGBT细胞结构。根据IGBT的工作机理,IGBT的开关和导通过程是基极区载流子不断移动和重组形成的电子和空穴电流,产生的热量主要集中在IGBT的有源基极区。在实际的反向PN结曲线中,由于空间电荷区产生的电流和表面漏电流的影响,反向电流会随着反向电压的增加而略有增加,而随着温度的升高,反向电流会呈指数增长。当PN结的反向偏置电压升高时,反向电流造成的热损失导致结温升高,结温升高导致反向电流增大。如果散热片不能及时传递热量,则结温升和反向电流的增加将交替循环,最终PN结击穿。这种由热效应引起的击穿称为热击穿。在同样的原理下,也可以从产生的热量和可以散失的热量之间的热平衡关系来分析IGBT的热失效机理,因此需要得到IGBT的功耗曲线和传热曲线。对于共正弦脉宽双极调制双电平h桥逆变电路,可得IGBT导通功耗、开关功耗和断态功耗分别为:
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引用次数: 0
Photocatalytic Degradation of Dye Wastewater by NG/TiO2 Composite NG/TiO2复合材料光催化降解染料废水
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/33925
Jing Liu, Zhenggang Gao, Kun Chen, Chunfeng Song, DongQin Wang, Yanying He
N-doped graphene (NG)/TiO2 composites were prepared by a hydrothermal method using HF as the surface etchant and urea as the nitrogen source. The morphology and structure of the NG /TiO2 composites were characterized by X-ray diffraction (XRD), transmission electron microscope (TEM), UV-visible diffuse reflectance spectroscopy (UV-Vis DRS) and specific surface area (BET). The pore size distribution of the composite and the effect of NG addition on the photocatalytic properties were studied. The photocatalytic properties of the composite were evaluated under UV and sunlight conditions respectively. The results show that TiO2 is uniformly loaded on the surface of NG, and NG/TiO2 is mesoporous material. The introduction of NG can effectively improve the photocatalytic properties, 5wt% NG/TiO2 has the best photocatalytic degradation effect on methylene blue. The degradation rate of methylene blue is 96.30% at 30 min under UV and 99.87% at 180 min under sunlight.
以HF为表面蚀刻剂,尿素为氮源,采用水热法制备了n掺杂石墨烯(NG)/TiO2复合材料。采用x射线衍射(XRD)、透射电子显微镜(TEM)、紫外-可见漫反射光谱(UV-Vis DRS)和比表面积(BET)表征了NG /TiO2复合材料的形貌和结构。研究了复合材料的孔径分布及NG的加入对其光催化性能的影响。在紫外和日光条件下分别评价了复合材料的光催化性能。结果表明:TiO2均匀负载在NG表面,NG/TiO2为介孔材料;NG的引入可以有效地提高光催化性能,5wt% NG/TiO2对亚甲基蓝的光催化降解效果最好。紫外照射下30 min亚甲基蓝的降解率为96.30%,日光照射下180 min降解率为99.87%。
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引用次数: 0
Fault Risk Assessment of Transmission Equipment Based on Condition Monitoring 基于状态监测的输电设备故障风险评估
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/34021
Xu Zhilong, Sun Yuwei, Zhu Jianbao, Chao Ye, Chen Yu, Zhongyi Wang
This paper evaluates the risk of transmission equipment fault combined with the safety of transmission equipment based on condition monitoring. First of all, the monitoring system monitors important parameters related to the environment, electricity, and machinery in the operation of the power transmission equipment to determine the operating status of the power transmission equipment. Secondly, the impact of transmission equipment on power system risks is reflected by risk indicator. The proposed risk indicator combines the probability of transmission equipment failure and the importance of the equipment. Finally, a reliable and safe maintenance method is determined while taking into account the operating status (reliability) of the transmission equipment and the impact (importance) of the equipment on the system. This method can more reasonably allocate maintenance resources and improve the reliability and safety of power system operation. Introduction Power transmission equipment is the key to the operation of the power system, because there are a large number of power transmission equipment in a system. And their characteristics are different (age, failure probability, impact of failure), so their maintenance methods are very complicated. When formulate a transmission equipment maintenance strategy, not only the operation status of the transmission equipment itself, but also the impact of the transmission equipment outage on the system should be considered. The operation status of the transmission equipment should be evaluated and analyzed according to the selected condition monitoring parameters. This method uses state monitoring parameters to evaluate the overall state of the power transmission equipment and estimate the probability of the fault status of the power transmission equipment, and propose a comprehensive maintenance decision combining the operating status (reliability) of transmission equipment and the impact of equipment on the system (safety). The purpose of this method is to reduce the risk of power system operation. According to the maintenance decision index, the power transmission equipment is divided into normal status, timely maintenance, emergency maintenance and replacement maintenance. The rest of the paper is organized as follows. Section II discusses the methods for risk assessment. Section III introduces the state recognition technology of transmission equipment. The section IV analyzes the failure probability of transmission equipment, and proposes a risk assessment model of transmission equipment combined with importance. Section V introduces the maintenance strategies for transmission equipment. An example analysis is performed in Section VI. The last part gives the conclusion. Risk Assessment Method for Transmission Equipment In the past few decades, power system risk assessment and management has been widely used in almost every level of power systems, namely power generation, transmission and distribution sys
输变电设备在运行过程中,不可避免地会产生温度、压力、电流、电压、振动、能量等信号。根据不同的状态监测要求,可以选择不同的信号来指示输变电设备的状态。该系统能够监测传输设备运行的几个关键参数,发现潜在的故障,判断传输设备的运行状态。这些参数可能与传动设备所处的环境、机械磨损、气体密度和运行过程中的电量有关。在输变电设备监控技术中,采用了一些传感器,如压力传感器、光纤传感器等,与微处理器结合来执行监控任务。输变电设备的信号处理比较过程主要是从监测信号中提取与故障相关的监测参数,并将监测参数信号与允许参数值进行比较,判断参数是否在允许范围内。通过对监测参数信号的分析,提取设备的参数信号,根据信号和判别准则对设备进行故障识别。一旦设备偏离正常运行状态,就需要进一步分析故障原因,并根据实际运行情况提供合理的维护策略。基于重要性的输电设备风险评估第一种研究输电设备故障率的方法是基于浴盆曲线和威布尔分布,计算设备故障率[2,3]。第二种方法是在定义设备健康[4]之后,研究设备健康与设备故障率的关系。如EA公式:P(X) =K×e-C×X(2)其中X为设备的状态健康,K为比例系数,C为曲率系数,P为故障概率。可以从故障影响的角度对输电系统中的每一个故障事件进行分析,使故障的影响量化,结果可能包括成本、可靠性、安全性、稳定性和重要性。在制定电力系统中运行的输电设备的维护策略时,不仅要考虑到输电设备的运行状况,还要考虑到电力系统中输电设备的安全。输变电设备的安全性可以转化为设备的重要性。传输设备的重要性在于设备发生故障后对系统的影响有多大。级别越高的设备,即使出现轻微的故障,也可能处于不安全的运行状态。设备不那么重要,设备处于更安全的状态。根据设备的重要性制定不同的标准维护策略。对系统中重要性较高的传输设备制定较高的维护标准,对重要性较低的传输设备制定相应的维护标准。电力系统设备的维护和运行是在一定的重要性约束下进行的,任何违反这些约束的行为都会产生不利的影响。表1。设备重要度划分图。设备类型设备状况关键设备(1)在正常运行模式下,设备故障可能会引起一次或多次电气安全事故。(二)价值1000万以上的电力设备。(3)设备故障将直接导致一个至关重要的用户的电源中断。重要设备(1)在正常运行模式下,设备故障可能导致一级电源安全事件。(2) 800 - 1000万电力设备(3)设备故障将直接引发一级重要用户供电中断。(1)在正常运行模式下,设备故障可能造成两次或三次电源安全。(二)价值500 - 800万的电力设备。(3)设备故障将直接引发二级重要用户供电中断。一般设备上述设备以外的设备将设备故障的概率与设备的重要性相结合,制定维修计划。输变电设备风险指数见式3。R (Ei) =P (Ei)·I (Ei)(3),其中P (Ei)为输变电设备发生异常的概率。I (Ei)是输电设备在系统中的重要性指标。 R (Ei)为输变电设备风险指数,可以表示输变电设备对系统风险的影响程度
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引用次数: 0
Research on Vehicle Road Noise Simulation Based on Virtual Proving Ground Technique 基于虚拟试验场技术的车辆道路噪声仿真研究
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/34010
F. Gao, N. Zhan, X. Bu, Dong-Liang Geng, Xiang-Rong Li, Lin-Lin Wu
Using the virtual proving ground technique, CAE work can be put in front. Major performance problems of vehicles will be found and handled in advance to improve the research and development efficiency and reduce costs for automotive manufactures. However, this technique is relatively difficult to be implemented in NVH due to the complexity of tire modeling and other problems. Therefore, to deal with these issues, a complete simulation procedure for vehicle road noise was studied in this paper, in which PSD information of test road and CDTire model were integrated as the input of the whole vehicle simulation model successfully. The types of roads and tires, and tire mechanical parameters were compared investigated to provide useful suggestion to automotive manufacturers for NVH design.
利用虚拟试验场技术,可以将CAE工作放在前面。提前发现并处理车辆的重大性能问题,提高汽车制造商的研发效率,降低成本。然而,由于轮胎建模的复杂性和其他问题,该技术在NVH中实现相对困难。因此,为了解决这些问题,本文研究了一套完整的车辆道路噪声仿真流程,其中将测试道路的PSD信息与CDTire模型集成为整车仿真模型的输入。对道路类型、轮胎类型、轮胎力学参数进行了比较研究,为汽车制造商进行NVH设计提供了有益的建议。
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引用次数: 1
Study on the Gas Sensitivity Properties of TiO2 Nanoparticles Modified by ZnO ZnO修饰TiO2纳米粒子气敏性能研究
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/33967
Yong-Mei Liu, Siying Zhang, L. Min, Fangjie Li, Han Zhang
TiO2 nanomaterials and ZnO doped TiO2 nanomaterials were synthesized by sol-gel method. The gas sensing properties of ZnO-doped TiO2 nanomaterials were investigated by using a parathermal gas sensor. Studies have shown that the responsiveness of ZnO-doped gas sensor to ethanol gas is increased from 80% to 87%, and the response recovery time is shortened to (1.5s, 1s). This method improves the gas sensitivity of the sensor. Introduction With the increasing emphasis on environmental protection, higher requirements are placed on the detection and monitoring of industrial waste gas, toxic and harmful gases, and the research of gas sensor has become an important research topic [1-3]. Semiconductor gas sensors have been widely studied due to their small size, low cost, simple structure, simple preparation and long service life. At present, the widely used gas sensor materials are ZnO and TiO2, which have good sensitivity to many gases such as ethanol, methane, hydrogen sulfide, carbon monoxide, etc. [4-9], semiconductors made of ZnO and TiO2. Gas sensors can be widely used in the monitoring of toxic gases in various fields of production and living. Generally, gas sensing elements prepared by using pure semiconductor metal oxide powder have low sensitivity, high operating temperature, and difficult performance to meet applicable requirements. At present, the gas of semiconductor metal oxides is mainly improved by methods such as compounding and doping [10]. Sensitive performance. Taking TiO2 as an example, the doping of elements can significantly change the band gap energy of TiO2 and lead to diversified physicochemical properties, thereby improving the detection performance of the sensor on the target gas. By doping the TiO2 gas sensitive material, the sensitivity can be greatly improved.
采用溶胶-凝胶法制备了TiO2纳米材料和ZnO掺杂TiO2纳米材料。采用准热气体传感器研究了zno掺杂TiO2纳米材料的气敏性能。研究表明,掺zno气体传感器对乙醇气体的响应度由80%提高到87%,响应恢复时间缩短至(1.5s, 1s)。这种方法提高了传感器的气体灵敏度。随着人们对环境保护的日益重视,对工业废气、有毒有害气体的检测和监测提出了更高的要求,气体传感器的研究成为一个重要的研究课题[1-3]。半导体气体传感器具有体积小、成本低、结构简单、制备简单、使用寿命长等优点,得到了广泛的研究。目前,广泛应用的气体传感器材料是ZnO和TiO2,它们对乙醇、甲烷、硫化氢、一氧化碳等多种气体具有良好的灵敏度[4-9],以及由ZnO和TiO2制成的半导体。气体传感器可广泛应用于生产生活各个领域的有毒气体监测。一般采用纯半导体金属氧化物粉末制备的气敏元件灵敏度低、工作温度高、性能难以满足适用要求。目前,半导体金属氧化物气体的改善主要通过复合、掺杂等方法[10]。敏感性能。以TiO2为例,元素的掺杂可以显著改变TiO2的带隙能,导致其理化性质的多样化,从而提高传感器对目标气体的检测性能。通过掺杂TiO2气敏材料,可以大大提高灵敏度。
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引用次数: 0
Fault Analysis of Transmission Equipment Based on Condition Monitoring 基于状态监测的输电设备故障分析
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/34022
Ma Qingshan, Sun Yuwei, Deng Weichao, Yu Xinchun, Zhu Jianbao, Zhongyi Wang
This paper proposes a method for evaluating the operating status and reliability of power transmission equipment in power systems. First, by analyzing the aging factors, common faults, and major faulty components of the main transmission equipment, the main condition monitoring parameters of each transmission equipment are determined. Then, the key parameters such as the environment, machinery, and electricity of the transmission equipment are monitored to obtain the operating status data of the transmission equipment, and fault limits and alarm limits are set to determine the operating status of the transmission equipment. Finally, a health index for monitoring parameters and a comprehensive health index for transmission equipment are proposed. This method has a wider scope of application and a more specific analysis process than previous methods, which is conducive to analyzing the working status of power transmission equipment and improving the reliability and safety of normal operation of the power system. Introduction The operating status of power equipment is closely related to the safety and reliability of the power system. Failure of power equipment will cause local or large-scale power outages and result the entire power system in an unsafe operating state. Therefore, it is necessary to adopt reasonable maintenance strategies for power equipment, timely discover and solve problems in the operation of power equipment, and ensure that the system can supply power safely and reliably. The accuracy and reliability of the judgment method of fault diagnosis will directly affect the normal operation and maintenance of power transmission equipment, and even affect the safety and reliable operation of the entire power system. With the application of a large number of sensing technologies and intelligent terminal equipment, a fault diagnosis method for power transmission equipment based on condition monitoring is one of the effective means to improve the efficiency of equipment condition maintenance and improve the ability of fault discrimination. This paper proposes a method for measuring fault conditions of power transmission equipment based on condition monitoring data. This method determines the status of the power transmission equipment by analyzing the common fault types of the power transmission equipment. Based on the study of the environmental, electrical, and mechanical condition monitoring parameters of the transmission equipment, the corresponding relationship between the monitoring parameters and the fault is established. This paper is organized as follows. The second II analyzes the transmission equipment, and analyzes the main aging factors and fault types of the transmission equipment. The section III introduces the process of condition monitoring of transmission equipment and the transmission equipment condition monitoring technology and the main monitoring parameters of transmission equipment. The section IV takes the SF6 circuit
输变电设备的状态监测过程为:(1)第一步是对被监测的输变电设备进行分析,分析设备的主要故障类型、故障的主要组成部分和故障涉及的主要参数,确定设备的监测参数。(2)第二步是对设备的主要故障参数进行监测和采集,并对参数进行处理。(3)第三步采用阈值法设置参数的故障限位和报警限位,并将采集到的参数与限位进行比较,对设备的运行状态做出初步判断。(4)第四步是计算设备的健康指数,确定设备的运行趋势和必要的维护措施。设备监控信号状态识别参数限制(门限法)维护措施设备分析信号采集(传感器)信号处理对比输变电设备状态监测流程图。输变电设备在运行过程中不可避免地会产生温度、压力、电流、电压、振动、能量等信号。根据不同的状态监测要求,可以选择不同的信号来指示输变电设备的状态。该系统能够监测传输设备运行的几个关键参数,发现潜在的故障,判断传输设备的运行状态。这些参数可能与传动设备所处的环境、机械磨损、气体密度和运行过程中的电量有关。在输变电设备监控技术中,采用了一些传感器,如压力传感器、光纤传感器等,与微处理器结合来执行监控任务。表1列出了需要监控的几种传输设备和信号。一旦某个参数超过限制值,监控系统将产生告警。表1。传输设备监测参数。设备监测参数电容绝缘设备介质损耗正切、电容、电流避雷器总电流中的电阻电流电缆介质损耗正切、电容、电流互感器溶解气体含量高压断路器温度、气压、开闭线圈电流、机械振动本文假设向量m X (m= 1,2…)反映一个被监测参数随时间的变化(m为被监测输入的个数)。在任何设备运行过程中,如果某一数值达到故障限制值,则称为故障限制值m F。告警限位设置有上下限、最大值、最小最大值。向量m D表示故障限位与告警限位的差值[7]:max max max =, 1,2,…, m m m D F A m k谜底(1)min min min =, 1,2,…(2)为确定设备是否安全可靠运行,对被监控设备的参数阈值图进行设计,如图2所示。如果被监控设备的主要参数值不超过告警限值,且位于区域1,则设备安全可靠。如果监控的参数值超过告警阈值且未超过故障阈值,则该设备位于区域2,说明该设备可能处于告警状态。如果被监控参数值超过故障限制值,且位于区域3,则说明被监控设备处于故障状态,不安全、不可靠。max 1 X min 1 X max 2 X min 2 X max 1 A min 1 A max 2 A min 2 A Area 1 Area 2 Area 3图2。被监控传输设备参数阈值图。m X V表示m X超过上下限告警阈值时的值。当向量m X超过故障极限值时,认为对应的m X V为故障。麦克斯,麦克斯,麦克斯。m X m m m m V X A如果X A(3)min min max,。* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *m X m m m m m V如果A X A<s:1> <e:1>(5)当m X超过告警阈值但未超过故障阈值时,向量m X V在阈值范围内。当mx在要求的告警范围内时,其值为零。选取4个SF6断路器CB # 1、CB # 2、CB # 3、CB # 4为例。所选断路器按安装位置和功能分为电抗器断路器、母线断路器、变压器断路器和线路断路器。分析了断路器的主要故障部件及需要监测的参数。所选断路器的特性如表2所示。 表3给出了主要监控参数及其故障限和告警限的上下限。表2。选择断路器功能。断路器类型主要故障部件主要监测参数CB#1电抗器断路器触点,脱扣锁紧机构,辅助触点温度,0
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引用次数: 1
Research on Drinking Water Sources Environment Protection Funds 饮水水源环境保护基金研究
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/33950
Jun Gao, Ling-ling Song
Drinking water sources protection was related to human health. However, outstanding problems existed in effectively raising the funds needed to protect the drinking water sources. This paper aimed at summarizing the relevant experience and practices of drinking water source protection funds at home and abroad, proposing the preliminary conception of constructing government-led application of drinking water source environmental protection fund in China. The construction ideas were put forward from the aspects of source of funds, use of funds, and management methods of funds. Introduction Environmental protection of drinking water sources was an important part of ensuring the safety of drinking water and human health. At present, the sources of funds for China's drinking water source protection projects mainly include relevant national special funds, provincial financial funds and local financial funds. The amount of the money was not stable and the money was conditioned by multiple factors. It was difficult to form a stable protection mechanism for drinking water sources. Exploring the establishment of drinking water source funds was an effective way to establish diversified investment channels, and promoting effective supply of drinking water source protection funds. Research Background and Significance The use of funds at home and abroad had achieved remarkable results. It had been confirmed that government input alone was unable to solve complex environmental problems. It was especially important to stimulate the enthusiasm of enterprises and society for environmental protection. The United States had successful experience in using market-based mechanisms to solve water environmental problems.The Clean Water State Revolving Fund built in 1987 played a larger capital amplification role. It attracted corporate and social capital into the field of environmental protection. Druing the past thirty years, it Provided more than $89 billion in financing for the United States. In addition, the US Drinking Water State Revolving Fund had also played an important role in guiding social capital investment in the protection of drinking water sources. China's SME credit guarantee fund, which was established in Suzhou, Jiangsu and other places, had accumulated successful experience in breaking through the bottleneck of SME financing. Research and promoting establishment of drinking water source environmental protection funds was important to absorb social capital and supplementary financial input. On the one hand, establishing a reasonable income mechanism to absorb the social capital. on the other hand, the fund could be used to support the drinking water sources protection engineering. The mode adopted coudle be free subsidy or Interest-free or low-interest loan. The fund could also encourage social capital to implement projects in PPP mode. Domestic and Foreign Drinking Water Source Protection Fund Research Stable Source Channels Ensure Continuous Injection
饮用水源保护关系到人类健康。然而,在有效筹集保护饮用水源地所需资金方面存在突出问题。本文旨在总结国内外饮用水水源保护基金的相关经验和做法,提出构建中国政府主导应用饮用水水源环保基金的初步构想。从资金来源、资金使用、资金管理办法等方面提出了建设思路。饮用水源地环境保护是保障饮用水安全和人体健康的重要组成部分。目前,中国饮用水水源地保护工程的资金来源主要包括国家有关专项资金、省级财政资金和地方财政资金。钱的数量并不稳定,而且钱的数量是由多种因素决定的。难以形成稳定的饮用水源地保护机制。探索设立饮用水源地基金,是建立多元化投资渠道,促进饮用水源地保护资金有效供给的有效途径。研究背景与意义国内外对资金的运用取得了显著成效。事实证明,单靠政府投入是无法解决复杂的环境问题的。激发企业和社会保护环境的积极性尤为重要。美国在利用市场机制解决水环境问题方面有成功的经验。1987年建立的清洁水国家循环基金发挥了更大的资本放大作用。它吸引了企业和社会资本进入环保领域。在过去的30年里,它为美国提供了超过890亿美元的融资。此外,美国饮用水国家循环基金在引导社会资本投资保护饮用水源地方面也发挥了重要作用。在江苏苏州等地成立的中国中小企业信用担保基金,已经积累了突破中小企业融资瓶颈的成功经验。研究和推动建立饮用水源地环保基金对吸收社会资本和补充财政投入具有重要意义。一方面,建立合理的收入机制,吸纳社会资本。另一方面,该基金可用于支持饮用水源地保护工程。采取的方式可以是免费补贴,也可以是无息或低息贷款。基金还可以鼓励社会资本以PPP模式实施项目。国内外饮用水水源保护基金研究稳定的水源渠道确保资金的持续注入美国1987年成立的清洁水国家循环基金在饮用水保护的资金筹集中发挥了重要作用。联邦政府和州政府以4:1的比例注资,联邦政府每年出资约11亿美元。美国超级基金中有害物质基金的主要来源包括石油和某些无机化学工业税收、政府征收的环境税以及来自联邦财政的2.2亿美元。中国台湾于2001年设立了土壤与地下水污染修复基金。这笔资金来自对生产商和进口商征收的与石油有关的化合物,以及包括氯化烃在内的6类约125种化学物质的处理费用。国家饮用水循环基金于1997年在美国设立,旨在帮助各州和地方改善饮用水系统的基础设施,并为水源保护和水系统管理项目等各种活动提供资金。1980年在美国成立的超级基金,管理许多公司搬迁后留下的大量棕色地块。台湾于2001年在中国设立了土壤和地下水污染修复基金,旨在促进土壤和地下水污染应急、调查和修复措施。以有偿使用为基础的资金使用有利于资金的增值和资金使用的改进1987年至2001年,美国清洁水州循环基金共向10900个清洁水项目提供了343亿美元的低息贷款。通过低息贷款,该基金资助了地方政府、社区、小企业、农民和非营利组织的废水处理项目。 在全国范围内,清洁水国家循环基金的平均利率为2.2%,而市场平均利率为4.8%。这样一来,清洁水州循环基金的成本可以降低21%。它可以提供该项目所需的所有资金。美国国家饮用水循环基金也采用低息贷款(1.0%至1.5%)和其他付费使用方式。上述资金使用方式,如低息或无息贷款,有利于基金增值和资金使用。循环滚动机制保证了资金的持续增长在正常情况下,环保基金可以获得适当的利润。该基金可用于发放贷款、买卖政府债券和其他流动性较好的金融工具,包括上市证券投资基金、股票、投资级以上公司债券、金融债券等。例如,美国清洁水州循环基金最初从联邦和州政府获得财政投入。项目收到款项后,偿还的贷款和利息重新进入基金,用于支持新项目。这种模式促进了基金资产的倍增,保证了基金规模的持续增长。基金资产抵押担保有利于激发社会资本投资洁净水国家流动资金基金于1987年在美国成立。为了扩大基金规模,在设立循环基金的50个州中,有27个州以清洁水州循环基金的资产为抵押发行了无抵押债券。它又为该基金筹集了206亿美元资金。波兰环境保护基金也为私营环境部门提供融资担保。上述利用抵押担保的资金,可以吸引社会资本投资,产生较好的资本放大效应。托管银行提供的专业服务有助于提高基金管理水平美国清洁水州循环基金和美国饮用水州循环基金均采用托管银行管理。托管银行通常由一家独立的商业银行经营。其主要职责是接受基金管理部门的委托,负责资产收支管理,办理贷款、结算,发行国债。相对于环境管理部门,托管银行提供的专业服务有利于提高资金管理水平。饮用水水源环保基金的设立研究中国饮用水水源环保基金以政府主导的资金注入为导向,旨在调动市场的环保热情,突破企业融资瓶颈,缓解政府财力不足的问题。旨在充分发挥市场在融资中的作用,实现滚动价值。目前,中国饮用水水源地保护基金的资金来源主要包括借鉴国内外政府引导基金运行机制的三个方面。首先,在建立饮用水源地保护基金的初始阶段,应考虑整合一些与水和环境保护相关的专项资金。因为这一渠道发展相对成熟,资金来源稳定。其次,在建立饮用水源地保护基金的初始阶段,国家可以要求地方政府支付跨境断面的水质保障费用。对于跨界断面水质不达标的省份,可以通过年终结算的方式,从国省一般转移支付中扣除。未按时缴纳跨境水质保障金的省份,同样在年终结算时从国省一般转移支付中扣除。所有代扣代缴所得均纳入饮用水源地保护基金。第三,社会资金也将成为饮用水水源保护基金的一个来源。中国饮用水水源环境保护基金应支持的项目主要包括污水截流设施、隔离设施、防护设施和识别设施。饮用水水源保护的开发和示范也将是一个重要的支持领域。
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引用次数: 0
Optimization of Wind Power Configuration in Distribution Network Based on Scenario Clustering and Power Flow Entropy 基于场景聚类和潮流熵的配电网风电配置优化
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/34015
Mingze Zhang, Yicheng Huang, Min Wang
When the wind power is connected to the distribution network, the access points and the access capacity of each point in the distribution network will also affect the stability of the distribution network. Therefore, based on the fuzzy C clustering of wind speed, this paper optimizes the location and capacity of wind power in the distribution network by using the proposed entropy index of power flow which reflects the power flow equilibrium degree of the system. Firstly, typical wind speed and output scenarios are selected through scenario clustering, and then the flow entropy index reflecting system stability is adopted to optimize the location and capacity of wind power. The improved IEEE33 was used to verify the method. Introduction With the development of energy technology, it is imperative to connect renewable energy such as wind power to distribution network. However, due to the inherent uncertainty of wind power, it is bound to affect the stability of distribution network. Therefore, how to plan the access location of wind power in distribution network and the access capacity of wind power in each access location is very important [1,2]. Since the randomness of wind power output is strong, the randomness of wind power generation needs to be analyzed before planning and optimization. A probability distribution can be used to describe the randomness of variables comprehensively. Since the randomness of different meteorological variables is not the same, they must correspond to different theoretical distribution models. The results show that the wind speed probability distribution curve can be fitted by a statistical model. Common fitting models include Rayleigh model, log-normal distribution model, Gamma distribution model and two-parameter Weibull distribution model [3]. However, in the process of calculating the probability distribution function, parameter estimation is difficult. At the same time, the accuracy of the probability function is difficult to guarantee because of too many uncertain factors. Scenario analysis can exactly solve the above problems. The scenario set describes the probability of the possible occurrence of uncertain events in the future. Since the probability measure of random events can be observed, the scenario set can comprehensively reflect the occurrence of full probability scenarios [4,5]. Too many scenarios will result in too much computation. Therefore, the scene needs to be clustered. Fuzzy C Mean (FCM) is a classification based Fuzzy clustering method. By describing the membership of samples to different categories, this algorithm can objectively cluster, which can overcome the defects of traditional clustering algorithm of either/or, and occupies an important position in Fuzzy clustering [6]. Since the access of wind power will inevitably affect the power flow distribution of the system, the power flow distribution of the system also affects the stability of the system. Therefore, this paper proposes to us
当风电接入配电网时,配电网中的接入点和各点的接入容量也会影响配电网的稳定性。因此,本文在风速模糊C聚类的基础上,利用提出的反映系统潮流均衡程度的潮流熵指标,对配电网中风电的位置和容量进行优化。首先通过场景聚类选择典型风速和输出场景,然后采用反映系统稳定性的流熵指标对风电的选址和容量进行优化。采用改进的IEEE33对方法进行验证。随着能源技术的发展,将风能等可再生能源接入配电网势在必行。然而,由于风电固有的不确定性,必然会影响配电网的稳定性。因此,如何规划风电在配电网中的接入位置以及各接入位置的风电接入容量是非常重要的[1,2]。由于风电输出的随机性较强,在规划优化之前需要对风电的随机性进行分析。概率分布可以用来全面地描述变量的随机性。由于不同气象变量的随机性不相同,它们必须对应不同的理论分布模型。结果表明,风速概率分布曲线可以用统计模型拟合。常用的拟合模型包括瑞利模型、对数正态分布模型、伽马分布模型和双参数威布尔分布模型[3]。然而,在计算概率分布函数的过程中,参数估计是一个难点。同时,由于不确定因素太多,难以保证概率函数的准确性。场景分析恰恰可以解决上述问题。情景集描述了未来不确定事件可能发生的概率。由于随机事件的概率测度是可以观测到的,所以场景集可以综合反映全概率场景的发生情况[4,5]。太多的场景将导致太多的计算。因此,需要对场景进行集群化。模糊均值(FCM)是一种基于分类的模糊聚类方法。该算法通过描述样本对不同类别的隶属度,实现了客观聚类,克服了传统非此即彼聚类算法的缺陷,在模糊聚类中占有重要地位[6]。由于风电的接入必然会影响到系统的潮流分布,因此系统的潮流分布也会影响到系统的稳定性。因此,本文提出利用潮流熵指标量化系统的潮流分布,分析系统接入风电的最优节点和容量[7,8]。综上所述,在风电配电网选址和节点容量确定过程中,本文首先采用模糊C聚类的方法对风速不确定场景进行分析。在获得典型场景后,基于熵理论,以能定量描述系统潮流不平衡的系统流熵作为优化指标,对风电的接入位置和各位置的接入容量进行优化。基于模糊C的场景聚类在实际工程应用中,通过对大量数据的统计分析,不难发现随机事件的发展规律。采用抽样离散化的方法,将连续概率函数离散成若干个样本。每个样本被称为一个“场景”。每个场景的内容由两部分组成:随机变量w的值和该值的概率p。这种方法被称为场景法,用于求解涉及随机变量的优化问题,以获得随机事件在每种可能情况下的概率。情景发生的概率越大,对目标事件的影响就越大,从而形成情景分析法。为了获得足够的场景集,需要大量的样本,导致最终场景集的规模呈指数级增长,产生“维数灾难”,不利于分析计算。场景还原就是用更简洁的一组场景来表示原来的一组场景,所以场景还原也被称为场景简化。因此,本文采用模糊c均值算法对可再生能源场景进行聚类。模糊c均值的目标函数为:
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引用次数: 2
Numerical and Model Analysis of the Development Trend of Renewable Energy in China 中国可再生能源发展趋势的数值与模型分析
Pub Date : 2020-04-01 DOI: 10.12783/dteees/peems2019/33920
Hao Wu, Lingwei Zheng
At present, the clean and low-carbon energy has become the development trend of all countries. Especially in China, the coal based energy structure not only guarantees the social and economic development of the country, but also causes serious ecological damage, so the energy transformation is imminent. The development of renewable energy is an important choice for energy transformation. This paper uses mathematical model to calculate the overall development trend of China's energy, and then uses diamond model to analyze the macro environment for renewable energy industry, to clarify the basis and challenges for renewable energy industry, so as to provide reference for the formulation of macro policies and industrial. Introduction Diamond model through four factors of industry, namely production factors, demand conditions, supporting industries and peer competition, in addition, there are opportunities and government two factors for comprehensive analysis. Using diamond model to analyze renewable energy industry is to analyze the production capacity, market demand, competition with traditional energy and advantages and disadvantages of policy. The diamond model is shown in Figure 1. Figure 1. Diamond model. Overall Situation of China's Energy Development Overall Situation of Energy Structure In 2018, China's primary energy consumption totaled 4.64 billion standard coal (tce) with electric power accounting for 25.5% of the terminal energy consumption [1] . Non fossil energy accounts for Enterprise strategy, structure and horizontal competition Related and supporting industries production factors Demand conditions Opportuni ty
目前,清洁低碳能源已成为各国的发展趋势。特别是在中国,以煤炭为主的能源结构在保障国家社会经济发展的同时,也造成了严重的生态破坏,能源转型迫在眉睫。发展可再生能源是能源转型的重要选择。本文运用数学模型对中国能源的整体发展趋势进行了计算,然后运用钻石模型对可再生能源产业的宏观环境进行了分析,明确了可再生能源产业面临的基础和挑战,从而为宏观政策的制定和产业的发展提供参考。钻石模型通过产业的四个因素,即生产因素、需求条件、配套产业和同行竞争,另外还有机会和政府两个因素进行综合分析。利用钻石模型对可再生能源产业进行分析,主要是分析其生产能力、市场需求、与传统能源的竞争以及政策的优劣。图1显示了菱形模型。图1所示。钻石模型。2018年,中国一次能源消费总量为46.4亿标准煤,其中电力占终端能源消费比重为25.5%。非化石能源占企业战略、结构和横向竞争相关及配套产业生产要素需求条件机遇
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DEStech Transactions on Environment, Energy and Earth Science
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