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State-of-Charge Estimation of Reconfigurable Supercapacitor 可重构超级电容器的电荷状态估计
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2774/1/012089
Boyu Li, Yueyue Ma, Ren Zhu, Heng Li
A large body of research has been done on state-of-charge (SOC) estimate of supercapacitors in the literature; most of the works have been on SOC estimation of individual supercapacitor units. Nonetheless, supercapacitors are usually linked to balancing circuits in real-world applications in order to remove inter-cell imbalances. The cells’ system dynamics shift to a new mode when the balancing circuit is turned on, making the SOC calculation techniques that are currently in use inappropriate. Our proposal in this research is a Kalman filtering-based reconfigurable supercapacitor balancing system SOC estimate method. By fusing a reconfigurable balancing circuit with the equivalent circuit model of supercapacitors, we create a linear switching systems model. The switching system’s discrete-time form is shown, and its observability is examined. With filter gains dynamically modified according to the system mode, a switching Kalman filter is intended to estimate the SOC of the switched system. The accuracy of SOC estimation is greatly improved by the suggested method when supercapacitors are in the balancing mode, as confirmed by the simulation results.
文献中对超级电容器的充电状态(SOC)估算进行了大量研究,其中大部分是针对单个超级电容器单元的 SOC 估算。然而,在实际应用中,超级电容器通常与平衡电路相连,以消除电池间的不平衡。当平衡电路开启时,电池的系统动态会转变为一种新的模式,这使得目前使用的 SOC 计算技术变得不合适。我们在这项研究中提出了一种基于卡尔曼滤波的可重构超级电容器平衡系统 SOC 估算方法。通过将可重构平衡电路与超级电容器的等效电路模型相融合,我们创建了一个线性开关系统模型。我们展示了开关系统的离散时间形式,并考察了其可观测性。通过根据系统模式动态修改滤波器增益,开关卡尔曼滤波器可用于估计开关系统的 SOC。仿真结果证实,当超级电容器处于平衡模式时,所建议的方法大大提高了 SOC 估算的准确性。
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引用次数: 0
Research on PCB layout optimization of vehicle controller based on electrothermal hybrid simulation 基于电热混合仿真的车辆控制器 PCB 布局优化研究
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2797/1/012043
Yanfei Zhang, Daizheng Hou, Yafu Zhou
With the rapid development of the electronic industry, electronic equipment is more and more widely used in automobiles. The integration of electronic components on the Printed Circuit board (PCB) is getting higher and higher, the size is getting smaller and smaller, and the power is getting larger and larger, which leads to a sharp increase in the heat flow density of the whole PCB. The surface temperature of the chip is too high when it is working, which leads to a series of thermal failure problems. In order to improve the thermal characteristics between PCB and electronic components and improve the heat dissipation capability and reliability of PCB, this paper designed a vehicle controller PCB. PowerDC was used to conduct an electrothermal hybrid simulation analysis, and the temperature distribution of the whole board was obtained. Meanwhile, the structural layout of the PCB was optimized by increasing the heat dissipation hole, floor copper foil, and wiring width. Thus, the temperature of PCB and electronic components is reduced, which provides a vital reference for the thermal design of PCB.
随着电子工业的飞速发展,电子设备在汽车上的应用越来越广泛。印刷电路板(PCB)上电子元件的集成度越来越高,尺寸越来越小,功率越来越大,导致整个 PCB 的热流密度急剧增加。芯片工作时表面温度过高,导致一系列热失效问题。为了改善 PCB 与电子元件之间的热特性,提高 PCB 的散热能力和可靠性,本文设计了一种车辆控制器 PCB。利用 PowerDC 进行了电热混合仿真分析,得到了整个电路板的温度分布。同时,通过增加散热孔、底板铜箔和布线宽度,优化了 PCB 的结构布局。从而降低了印刷电路板和电子元件的温度,为印刷电路板的热设计提供了重要参考。
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引用次数: 0
Effects of signal source to camera distance in Cherenkov dosimetry using polarized imaging 利用偏振成像进行切伦科夫剂量测定时信号源与照相机距离的影响
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2799/1/012003
Audran Poher, Gérémy Michaud, L. Archambault, Luc Beaulieu
As Cherenkov emissions are related to dose, they can be used as signal for dosimetric purposes using polarized imaging. However, when using this method, angular corrections must be applied because of Cherenkov anisotropy. Several Cherenkov light source-to-camera distances were tested to characterize its impact on the deviations from reference values of the calculated dose distributions. Average relative differences ranging from −1.6% to −11% between Cherenkov-based results and scintillation results were extracted. It is observed that an increase in Cherenkov light source-to-camera distance decreases the difference between the Cherenkov optical signal and the dose. This reduces the importance of angular corrections at higher distances (4 m and beyond).
由于切伦科夫辐射与剂量有关,因此可以利用偏振成像将其作为剂量测定的信号。不过,在使用这种方法时,由于切伦科夫各向异性,必须进行角度校正。我们测试了几种切伦科夫光源到相机的距离,以确定其对计算剂量分布与参考值偏差的影响。得出的基于切伦科夫的结果与闪烁结果之间的平均相对差异从-1.6%到-11%不等。据观察,切伦科夫光源到相机距离的增加会减小切伦科夫光学信号与剂量之间的差异。这就降低了在较远距离(4 米及以上)进行角度校正的重要性。
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引用次数: 0
Research on failure rate evaluation test method of energy meter in charging pile 充电桩电能表故障率评估测试方法研究
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2806/1/012013
Chong Wang, Yue Wang, Zhenxiang Li, Weixin Zhang
To verify the failure rate of intelligent energy meter in charging pile and whether it can meet the reliability requirements in “general technical specification for single-phase intelligent electric energy meter (2020)”. Take 20 smart meter samples from four manufacturers, use the accelerated life model and carry out the accelerated test in the way of stress acceleration for a total of 4000 hours, and evaluate the failure rate indicators under normal working stress. The test results show that the single-phase intelligent watt hour meters produced by the four manufacturers can meet the reliability requirements such as annual failure rate index. The accelerated test theory is applied to the reliability life and failure rate evaluation of intelligent electric energy meter to shorten the test time, improve the test efficiency and reduce the test cost.
验证智能电能表在充电桩中的故障率,以及是否满足《单相智能电能表通用技术规范(2020年版)》中的可靠性要求。抽取4个厂家的20块智能电能表样品,采用加速寿命模型,以应力加速的方式进行共计4000小时的加速试验,对正常工作应力下的失效率指标进行评价。试验结果表明,四个厂家生产的单相智能电能表均能满足年故障率指标等可靠性要求。将加速试验理论应用于智能电能表的可靠性寿命和失效率评估,缩短了试验时间,提高了试验效率,降低了试验成本。
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引用次数: 0
Numerical method determining the time-dependent position of a minority phase sphere in the Fe-Cu alloy droplet 确定铁铜合金液滴中少相球位置随时间变化的数值方法
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2790/1/012012
Mei Li, Yinli Peng, Lili Tian, Gang Liu, Fang Xie
A numerical method was developed to track the dynamic positions of the L2 phase sphere inside the Fe-Cu alloy droplet. Firstly, the temperature field distribution within alloy droplet was calculated, and the variation in thermal gradient was analyzed. Secondly, the migration behavior of the sphere was analyzed based on Marangoni convection. Finally, the theoretical position of the 10 μm sphere was determined. The results demonstrated that there is a little difference in temperature between the center and the surface of the droplet, but its gradient is very different. Moreover, the maximum migration times for the L2 phase sphere were determined to be ~0.02 s, 0.07 s, and 0.14 s within 300μm, 600μm, and 900μm alloy droplets, respectively. In addition, it was also found that the same-sized spheres can reach the same relative position, i.e., 0.485R. This means the final position of the sphere within the different alloy droplets is independent of the droplet size.
研究人员开发了一种数值方法来跟踪铁-铜合金液滴内 L2 相球的动态位置。首先,计算了合金液滴内的温度场分布,并分析了热梯度的变化。其次,基于马兰戈尼对流分析了球体的迁移行为。最后,确定了 10 μm 球体的理论位置。结果表明,液滴中心和表面的温度相差不大,但梯度却相差很大。此外,还测定了 L2 相球在 300μm、600μm 和 900μm 合金液滴中的最大迁移时间分别为 ~0.02 秒、0.07 秒和 0.14 秒。此外,还发现相同大小的球体可以达到相同的相对位置,即 0.485R。这意味着球体在不同合金液滴中的最终位置与液滴大小无关。
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引用次数: 0
Collaborative Planning of Energy Storage System Considering Peak Regulation Demand and Renewable Energy Integration 考虑峰值调节需求和可再生能源整合的储能系统协同规划
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2774/1/012069
Dong Pan, Xulie Wang, Xin Yang, Tiancheng Shi, Dajun Shi, Zhu Chen
The capacity of renewable energy integrated into the grid is steadily expanding, necessitating strategic planning of energy storage systems (ESS). Such planning is pivotal not only for reducing peak load shaving but also for augmenting the grid’s capacity to accommodate renewable energy sources. In this manuscript, an ESS planning scheme considering peak regulation demand is proposed. The outer model of this scheme constitutes a multi-factor optimization model with the net income of ESS and the new renewable energy acceptance index. The inner model is an optimal dispatching model, which aims at minimizing the system peaking operation cost, optimizes the renewable energy acceptance of the system, and obtains the charging and discharging power and energy storage configuration capacity of the ESS. Finally, the improved IEEE-30 bus system is used for simulation, and the results verify the feasibility and effectiveness of the proposed method.
并入电网的可再生能源容量正在稳步扩大,因此有必要对储能系统(ESS)进行战略规划。这种规划至关重要,不仅能降低削峰填谷的负荷,还能增强电网容纳可再生能源的能力。本手稿提出了一种考虑调峰需求的 ESS 规划方案。该方案的外层模型是一个多因素优化模型,包含 ESS 的净收入和新的可再生能源接纳指数。内层模型为优化调度模型,以系统调峰运行成本最小化为目标,优化系统的可再生能源接纳能力,获得ESS的充放电功率和储能配置容量。最后,利用改进后的 IEEE-30 总线系统进行仿真,结果验证了所提方法的可行性和有效性。
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引用次数: 0
EAPTON: Event-based Antinoise Powerlines Tracking with ON/OFF Enhancement EAPTON:基于事件的开/关机增强型抗干扰电力线跟踪系统
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2774/1/012013
Jiannan Zhao, Wenyuan Zhang, Yang Wang, Shaonan Chen, Xiang Zhou, Shuang Feng
Event-based powerlines detection and tracking is a thriving research topic with significance in autonomous powerlines inspection, especially for payload-limited UAVs. Currently, event-based line detection methods are developed to address line detection in dynamic scenes, including UAV-based powerlines tracking. However, due to the motion sensitivity of event cameras, it is challenging to eliminate false line detection caused by clustered events from a complex background. Taking inspiration from animals’ motion vision, we propose the EAPTON algorithm to address the vulnerable robustness against complex backgrounds. In our method, the brightness increments (ON events) and decrements (OFF events) are separately processed in parallel pathways, which is prevalent in animals’ motion vision. To increase selective sensibility to powerlines, we utilize the feature that twin-born ON and OFF events will simultaneously arise on the bilateral side of the powerlines. We verified our algorithm in a simulated powerlines inspection scenario with background noise, it outperforms the SOTA algorithm in robustness. Surprisingly, we found that the relative motion type between UAV and the target (e.g., powerlines) is strongly correlated with the statistical asymmetry of the ON/OFF events, which provides a modal of visual cues for motion estimation in other robotic tasks and may shed a light on the explanation of why ON/OFF neural mechanism exists in numerous animals motion vision systems.
基于事件的电力线检测和跟踪是一个蓬勃发展的研究课题,在自主电力线检测方面具有重要意义,特别是对于有效载荷有限的无人机而言。目前,已开发出基于事件的线路检测方法来解决动态场景中的线路检测问题,包括基于无人机的电力线跟踪。然而,由于事件相机的运动灵敏度,要消除复杂背景中的群集事件造成的错误线路检测具有挑战性。受动物运动视觉的启发,我们提出了 EAPTON 算法,以解决面对复杂背景时易受影响的鲁棒性问题。在我们的方法中,亮度的增加(ON 事件)和减少(OFF 事件)分别在并行通路中处理,这在动物的运动视觉中非常普遍。为了提高对电力线的选择敏感性,我们利用了电力线双侧同时出现孪生 "亮 "和 "灭 "事件的特点。我们在有背景噪声的模拟电力线检测场景中验证了我们的算法,其鲁棒性优于 SOTA 算法。令人惊讶的是,我们发现无人机与目标(如电线)之间的相对运动类型与 ON/OFF 事件的统计不对称密切相关,这为其他机器人任务中的运动估计提供了一种视觉线索模式,并可能有助于解释为什么 ON/OFF 神经机制存在于众多动物的运动视觉系统中。
{"title":"EAPTON: Event-based Antinoise Powerlines Tracking with ON/OFF Enhancement","authors":"Jiannan Zhao, Wenyuan Zhang, Yang Wang, Shaonan Chen, Xiang Zhou, Shuang Feng","doi":"10.1088/1742-6596/2774/1/012013","DOIUrl":"https://doi.org/10.1088/1742-6596/2774/1/012013","url":null,"abstract":"\u0000 Event-based powerlines detection and tracking is a thriving research topic with significance in autonomous powerlines inspection, especially for payload-limited UAVs. Currently, event-based line detection methods are developed to address line detection in dynamic scenes, including UAV-based powerlines tracking. However, due to the motion sensitivity of event cameras, it is challenging to eliminate false line detection caused by clustered events from a complex background. Taking inspiration from animals’ motion vision, we propose the EAPTON algorithm to address the vulnerable robustness against complex backgrounds. In our method, the brightness increments (ON events) and decrements (OFF events) are separately processed in parallel pathways, which is prevalent in animals’ motion vision. To increase selective sensibility to powerlines, we utilize the feature that twin-born ON and OFF events will simultaneously arise on the bilateral side of the powerlines. We verified our algorithm in a simulated powerlines inspection scenario with background noise, it outperforms the SOTA algorithm in robustness. Surprisingly, we found that the relative motion type between UAV and the target (e.g., powerlines) is strongly correlated with the statistical asymmetry of the ON/OFF events, which provides a modal of visual cues for motion estimation in other robotic tasks and may shed a light on the explanation of why ON/OFF neural mechanism exists in numerous animals motion vision systems.","PeriodicalId":506941,"journal":{"name":"Journal of Physics: Conference Series","volume":"45 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141851289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Identity Authentication Method Of Configuration Terminal Based On Audio Feature Recognition In Smart Distribution Network 智能配电网络中基于音频特征识别的配置终端身份验证方法
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2774/1/012027
Hong Qiao, Kaiyi Wang, Yanbo Long, TanLong Huang, Xianyong Xu, Shuai Liu
A smart distribution network contains a large number of data acquisition terminals used to monitor the operation status of the distribution network and control the operation parameters, some of which are located in outdoor and other unsafe environments. If the attacker operates and configures the distribution network terminal by pretending to be a legitimate configuration device, it will become a springboard to infiltrate the main station of the internal network or misreport fault information, which may result in the leakage of sensitive data and even destroy the running state of the equipment. Identity authentication is the first line of defense to ensure the safe and stable operation of equipment. At present, the commonly used identity authentication technologies such as certificate authentication and key authentication have certain security vulnerabilities at different levels, which make it increasingly difficult to prevent the ever-changing network attack technology. According to the characteristics of physical unclonable facility (PUF), which is used to describe the hidden characteristics of the device and is directly related to the hardware, this paper proposes a method to authenticate the validity of the power distribution network configuration terminal based on the audio feature, which collects the frequency response characteristics of the hardware from the audio sensor of the configuration device as the identification information to identify the validity of the configuration device.
智能配电网中包含大量用于监测配电网运行状态和控制运行参数的数据采集终端,其中部分终端位于室外等不安全环境中。如果攻击者冒充合法配置设备对配网终端进行操作和配置,就会成为潜入内网主站或误报故障信息的跳板,可能导致敏感数据泄露,甚至破坏设备的运行状态。身份认证是确保设备安全稳定运行的第一道防线。目前,常用的证书认证、密钥认证等身份认证技术在不同层面都存在一定的安全漏洞,这使得日新月异的网络攻击技术越来越难以防范。本文根据物理不可克隆设施(PUF)用于描述设备的隐蔽特性,与硬件直接相关的特点,提出了一种基于音频特征的配电网配置终端有效性认证方法,从配置设备的音频传感器采集硬件的频响特征作为识别信息,识别配置设备的有效性。
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引用次数: 0
Application Research of Multi-Model Fusion Technology in Real-Time Prediction of Dispatch Order Operation Duration 多模型融合技术在调度令运行时长实时预测中的应用研究
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2774/1/012025
ShouTian Zhang, Zhengning Pang, WeiLong Yan, JingXian Qi, Jian Yang, FuQuan Zhao
Power grid dispatching is a challenging task that requires dispatchers to be forward-looking in multiple aspects, with the operation of dispatch orders being one of its core tasks. Currently, the prediction of dispatch order duration relies mainly on the manual maintenance of experienced dispatchers, which is not only labor-intensive but also demands a high level of expertise. As a result, the effectiveness of existing systems in this regard is difficult to guarantee. However, due to the complexity of business scenarios, there has been no deployment of systems based on artificial intelligence algorithms. To address this issue, this paper employs multi-model fusion technology to achieve real-time prediction of dispatch order operation duration and has deployed it in Zhejiang Electric Power Company. The main contribution of this paper lies in proposing a strategy to solve the problem of regression prediction after differentiating feature fusion. Additionally, the paper provides a detailed description of how the relevant algorithms were deployed in Zhejiang Electric Power Company and presents the results of practical applications, demonstrating the effectiveness and practicality of the proposed solution.
电网调度是一项极具挑战性的工作,需要调度人员在多个方面具有前瞻性,其中调度命令的操作是其核心任务之一。目前,调度命令持续时间的预测主要依靠经验丰富的调度员人工维护,不仅劳动强度大,而且对专业技术水平要求高。因此,现有系统在这方面的有效性难以保证。然而,由于业务场景的复杂性,目前还没有部署基于人工智能算法的系统。针对这一问题,本文采用多模型融合技术实现了调度命令运行持续时间的实时预测,并在浙江省电力公司进行了部署。本文的主要贡献在于提出了一种解决差异化特征融合后回归预测问题的策略。此外,本文还详细介绍了相关算法在浙江省电力公司的部署情况,并展示了实际应用结果,证明了所提解决方案的有效性和实用性。
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引用次数: 0
Investigation of the mineralogical composition and origin analysis of black jadeite 黑翡翠的矿物成分调查和产地分析
Pub Date : 2024-07-01 DOI: 10.1088/1742-6596/2790/1/012003
Fenghui Guo, Wei Xu, Minghui Tang, Ziqi Zhang, Zean Chen, Hao Lu
Analyzing black jadeite variety is helpful not only to distinguish black jadeite from the common omphacite jadeite, but also to learn the origin of jadeite by studying these special specimens. The basic gemological properties, mineral composition, structural characteristics, spectroscopic features, and color-causing mechanisms of black jadeite were studied through testing methods such as Polarizing microscope, X-ray diffraction, Fourier transform infrared spectroscopy, Raman spectroscopy. Recent studies have confirmed the distinct crystalloblastic textures of black jadeite—namely columnar, granular, and fibrous—alongside its characteristic fracture structures. This research further identifies the presence of secondary minerals, primarily opaque black impurities consisting of a graphite and disordered graphite mixture, as revealed by Raman spectroscopy and X-ray diffraction analyses. These analyses have elucidated that the variable distribution of graphite mixtures contributes to differing degrees of light absorption, thereby forming various shades of black, a critical factor in the gemstone’s coloration. This study suggests that these carbonaceous materials are a byproduct of the carbonization of organic matter within metamorphic fluids, subsequently forming dispersed graphite structures within the mineral matrix and its fractures, indicative of multi-stage metamorphic processes. Additionally, the identification of graphite supports the theory that jadeite’s protolith originated from the subduction processes of the Neotethys Ocean, accompanied by metasomatism and high-pressure metamorphism of olivinite.
对黑翡翠品种进行分析,不仅有助于区分黑翡翠和常见的软玉,还可以通过研究这些特殊标本了解翡翠的起源。通过偏光显微镜、X 射线衍射、傅立叶变换红外光谱、拉曼光谱等测试方法,研究了黑翡翠的基本宝石学性质、矿物成分、结构特征、光谱特征和致色机理。最近的研究证实了黑翡翠独特的结晶质地,即柱状、颗粒状和纤维状,以及其特有的断裂结构。拉曼光谱和 X 射线衍射分析进一步确定了次生矿物的存在,主要是由石墨和无序石墨混合物组成的不透明黑色杂质。这些分析阐明,石墨混合物的不同分布导致不同程度的光吸收,从而形成各种深浅不同的黑色,这是宝石颜色的关键因素。這項研究顯示,這些碳質物質是變質流體內有機物碳化的副產品,隨後在礦物基質及其裂縫內形成分散的石墨結構,顯示多階段的變質過程。此外,石墨的鉴定支持了翡翠原石起源于新特提斯洋的俯冲过程,并伴随橄榄石的变质和高压变质过程的理论。
{"title":"Investigation of the mineralogical composition and origin analysis of black jadeite","authors":"Fenghui Guo, Wei Xu, Minghui Tang, Ziqi Zhang, Zean Chen, Hao Lu","doi":"10.1088/1742-6596/2790/1/012003","DOIUrl":"https://doi.org/10.1088/1742-6596/2790/1/012003","url":null,"abstract":"\u0000 Analyzing black jadeite variety is helpful not only to distinguish black jadeite from the common omphacite jadeite, but also to learn the origin of jadeite by studying these special specimens. The basic gemological properties, mineral composition, structural characteristics, spectroscopic features, and color-causing mechanisms of black jadeite were studied through testing methods such as Polarizing microscope, X-ray diffraction, Fourier transform infrared spectroscopy, Raman spectroscopy. Recent studies have confirmed the distinct crystalloblastic textures of black jadeite—namely columnar, granular, and fibrous—alongside its characteristic fracture structures. This research further identifies the presence of secondary minerals, primarily opaque black impurities consisting of a graphite and disordered graphite mixture, as revealed by Raman spectroscopy and X-ray diffraction analyses. These analyses have elucidated that the variable distribution of graphite mixtures contributes to differing degrees of light absorption, thereby forming various shades of black, a critical factor in the gemstone’s coloration. This study suggests that these carbonaceous materials are a byproduct of the carbonization of organic matter within metamorphic fluids, subsequently forming dispersed graphite structures within the mineral matrix and its fractures, indicative of multi-stage metamorphic processes. Additionally, the identification of graphite supports the theory that jadeite’s protolith originated from the subduction processes of the Neotethys Ocean, accompanied by metasomatism and high-pressure metamorphism of olivinite.","PeriodicalId":506941,"journal":{"name":"Journal of Physics: Conference Series","volume":"12 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141853691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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