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Smart Energy Systems Based on Next-Generation Power Electronic Devices 基于新一代电力电子器件的智能能源系统
Pub Date : 2024-06-01 DOI: 10.3390/technologies12060078
Nikolay Hinov
Power electronics plays a key role in the management and conversion of electrical energy in a variety of applications, including the use of renewable energy sources such as solar, wind and hydrogen energy, as well as in electric vehicles, industrial technologies, homes and smart grids. These technologies are essential for the successful implementation of the green transition, as they help reduce carbon emissions and promote the production and consumption of cleaner and more sustainable energy. The present work presents a new generation of power electronic devices and systems, which includes the following main aspects: advances in semiconductor technologies, such as the use of silicon carbide (SiC) and gallium nitride (GaN); nanomaterials for the realization of magnetic components; using a modular principle to construct power electronic devices; applying artificial intelligence techniques to device lifecycle design; and the environmental aspects of design. The new materials allow the devices to operate at higher voltages, temperatures and frequencies, making them ideal for high-power applications and high-frequency operation. In addition, the development of integrated and modular power electronic systems that combine energy management, diagnostics and communication capabilities contributes to the more intelligent and efficient management of energy resources. This includes integration with the Internet of Things (IoT) and artificial intelligence (AI) for automated task solving and work optimization.
电力电子技术在各种应用领域的电能管理和转换中发挥着关键作用,包括太阳能、风能和氢能等可再生能源的使用,以及电动汽车、工业技术、家庭和智能电网。这些技术对成功实现绿色转型至关重要,因为它们有助于减少碳排放,促进生产和消费更清洁、更可持续的能源。本作品介绍了新一代电力电子设备和系统,主要包括以下几个方面:半导体技术的进步,如碳化硅(SiC)和氮化镓(GaN)的使用;实现磁性元件的纳米材料;使用模块化原理构建电力电子设备;将人工智能技术应用于设备生命周期设计;以及设计的环保方面。新材料使器件能够在更高的电压、温度和频率下工作,是大功率应用和高频工作的理想选择。此外,集能源管理、诊断和通信功能于一体的集成模块化电力电子系统的开发,也有助于更智能、更高效地管理能源资源。这包括与物联网(IoT)和人工智能(AI)的集成,以实现自动任务解决和工作优化。
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引用次数: 0
A National Innovation System Concept-Based Analysis of Autonomous Vehicles’ Potential in Reaching Zero-Emission Fleets 基于国家创新体系概念的自动驾驶汽车实现零排放潜力分析
Pub Date : 2024-02-08 DOI: 10.3390/technologies12020026
Nalina Hamsaiyni Venkatesh, L. Raslavičius
Change management for technology adoption in the transportation sector is often used to address long-term challenges characterized by complexity, uncertainty, and ambiguity. Especially when technology is still evolving, an analysis of these challenges can help explore different alternative future pathways. Therefore, the analysis of development trajectories, correlations between key system variables, and the rate of change within the entire road transportation system can guide action toward sustainability. By adopting the National Innovation System concept, we evaluated the possibilities of an autonomous vehicle option to reach a zero-emission fleet. A case-specific analysis was conducted to evaluate the industry capacities, performance of R&D organizations, main objectives of future market-oriented reforms in the power sector, policy implications, and other aspects to gain insightful perspectives. Environmental insights for transportation sector scenarios in 2021, 2030, and 2050 were explored and analyzed using the COPERT v5.5.1 software program. This study offers a new perspective for road transport decarbonization research and adds new insights to the obtained correlation between the NIS dynamics and achievement of sustainability goals. In 2050, it is expected to achieve 100% carbon neutrality in the PC segment and ~85% in the HDV segment. Finally, four broad conclusions emerged from this research as a consequence of the analysis.
交通部门采用技术的变革管理通常用于应对以复杂性、不确定性和模糊性为特征的长期挑战。特别是当技术仍在不断发展时,对这些挑战进行分析有助于探索不同的未来发展路径。因此,对整个道路交通系统的发展轨迹、关键系统变量之间的相关性以及变化率进行分析,可以为实现可持续发展提供指导。通过采用国家创新系统概念,我们评估了自动驾驶汽车实现零排放的可能性。针对具体案例进行了分析,以评估行业能力、研发机构的绩效、电力行业未来市场化改革的主要目标、政策影响等方面,从而获得深刻的见解。使用 COPERT v5.5.1 软件程序探讨和分析了 2021 年、2030 年和 2050 年交通部门情景的环境影响。这项研究为道路交通去碳化研究提供了一个新的视角,并为国家创新系统动态与实现可持续发展目标之间的关联性提供了新的见解。预计到 2050 年,PC 车段将实现 100% 的碳中和,HDV 车段将实现约 85% 的碳中和。最后,本研究通过分析得出了四个广泛的结论。
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引用次数: 0
Exploiting PlanetScope Imagery for Volcanic Deposits Mapping 利用 PlanetScope 图像绘制火山矿床地图
Pub Date : 2024-02-08 DOI: 10.3390/technologies12020025
Maddalena Dozzo, G. Ganci, Federico Lucchi, Simona Scollo
During explosive eruptions, tephra fallout represents one of the main volcanic hazards and can be extremely dangerous for air traffic, infrastructures, and human health. Here, we present a new technique aimed at identifying the area covered by tephra after an explosive event, based on processing PlanetScope imagery. We estimate the mean reflectance values of the visible (RGB) and near infrared (NIR) bands, analyzing pre- and post-eruptive data in specific areas and introducing a new index, which we call the ‘Tephra Fallout Index (TFI)’. We use the Google Earth Engine computing platform and define a threshold for the TFI of different eruptive events to distinguish the areas affected by the tephra fallout and quantify the surface coverage density. We apply our technique to the eruptive events occurring in 2021 at Mt. Etna (Italy), which mainly involved the eastern flank of the volcano, sometimes two or three times within a day, making field surveys difficult. Whenever possible, we compare our results with field data and find an optimal match. This work could have important implications for the identification and quantification of short-term volcanic hazard assessments in near real-time during a volcanic eruption, but also for the mapping of other hazardous events worldwide.
在火山爆发期间,火山碎屑是主要的火山危害之一,对空中交通、基础设施和人类健康极为危险。在此,我们提出了一种新技术,旨在通过处理 PlanetScope 图像来识别爆炸事件后被火山碎屑覆盖的区域。我们估算了可见光(RGB)和近红外(NIR)波段的平均反射率值,分析了特定区域爆发前和爆发后的数据,并引入了一个新的指数,我们称之为 "火山灰沉降指数(TFI)"。我们使用谷歌地球引擎计算平台,并为不同喷发事件的 TFI 定义了一个阈值,以区分受凝灰岩沉降影响的区域,并量化地表覆盖密度。我们将这一技术应用于 2021 年发生在意大利埃特纳火山的喷发事件,这些事件主要涉及火山的东侧,有时一天之内会发生两到三次,给实地勘测带来了困难。只要有可能,我们就会将我们的结果与实地数据进行比较,并找到最佳匹配。这项工作可能对火山爆发期间近乎实时的短期火山危害评估的识别和量化具有重要意义,同时也对全球其他危害事件的测绘具有重要意义。
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引用次数: 0
A National Innovation System Concept-Based Analysis of Autonomous Vehicles’ Potential in Reaching Zero-Emission Fleets 基于国家创新体系概念的自动驾驶汽车实现零排放潜力分析
Pub Date : 2024-02-08 DOI: 10.3390/technologies12020026
Nalina Hamsaiyni Venkatesh, L. Raslavičius
Change management for technology adoption in the transportation sector is often used to address long-term challenges characterized by complexity, uncertainty, and ambiguity. Especially when technology is still evolving, an analysis of these challenges can help explore different alternative future pathways. Therefore, the analysis of development trajectories, correlations between key system variables, and the rate of change within the entire road transportation system can guide action toward sustainability. By adopting the National Innovation System concept, we evaluated the possibilities of an autonomous vehicle option to reach a zero-emission fleet. A case-specific analysis was conducted to evaluate the industry capacities, performance of R&D organizations, main objectives of future market-oriented reforms in the power sector, policy implications, and other aspects to gain insightful perspectives. Environmental insights for transportation sector scenarios in 2021, 2030, and 2050 were explored and analyzed using the COPERT v5.5.1 software program. This study offers a new perspective for road transport decarbonization research and adds new insights to the obtained correlation between the NIS dynamics and achievement of sustainability goals. In 2050, it is expected to achieve 100% carbon neutrality in the PC segment and ~85% in the HDV segment. Finally, four broad conclusions emerged from this research as a consequence of the analysis.
交通部门采用技术的变革管理通常用于应对以复杂性、不确定性和模糊性为特征的长期挑战。特别是当技术仍在不断发展时,对这些挑战进行分析有助于探索不同的未来发展路径。因此,对整个道路交通系统的发展轨迹、关键系统变量之间的相关性以及变化率进行分析,可以为实现可持续发展提供指导。通过采用国家创新系统概念,我们评估了自动驾驶汽车实现零排放的可能性。针对具体案例进行了分析,以评估行业能力、研发机构的绩效、电力行业未来市场化改革的主要目标、政策影响等方面,从而获得深刻的见解。使用 COPERT v5.5.1 软件程序探讨和分析了 2021 年、2030 年和 2050 年交通部门情景的环境影响。这项研究为道路交通去碳化研究提供了一个新的视角,并为国家创新系统动态与实现可持续发展目标之间的关联性提供了新的见解。预计到 2050 年,PC 车段将实现 100% 的碳中和,HDV 车段将实现约 85% 的碳中和。最后,本研究通过分析得出了四个广泛的结论。
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引用次数: 0
Exploiting PlanetScope Imagery for Volcanic Deposits Mapping 利用 PlanetScope 图像绘制火山矿床地图
Pub Date : 2024-02-08 DOI: 10.3390/technologies12020025
Maddalena Dozzo, G. Ganci, Federico Lucchi, Simona Scollo
During explosive eruptions, tephra fallout represents one of the main volcanic hazards and can be extremely dangerous for air traffic, infrastructures, and human health. Here, we present a new technique aimed at identifying the area covered by tephra after an explosive event, based on processing PlanetScope imagery. We estimate the mean reflectance values of the visible (RGB) and near infrared (NIR) bands, analyzing pre- and post-eruptive data in specific areas and introducing a new index, which we call the ‘Tephra Fallout Index (TFI)’. We use the Google Earth Engine computing platform and define a threshold for the TFI of different eruptive events to distinguish the areas affected by the tephra fallout and quantify the surface coverage density. We apply our technique to the eruptive events occurring in 2021 at Mt. Etna (Italy), which mainly involved the eastern flank of the volcano, sometimes two or three times within a day, making field surveys difficult. Whenever possible, we compare our results with field data and find an optimal match. This work could have important implications for the identification and quantification of short-term volcanic hazard assessments in near real-time during a volcanic eruption, but also for the mapping of other hazardous events worldwide.
在火山爆发期间,火山碎屑是主要的火山危害之一,对空中交通、基础设施和人类健康极为危险。在此,我们提出了一种新技术,旨在通过处理 PlanetScope 图像来识别爆炸事件后被火山碎屑覆盖的区域。我们估算了可见光(RGB)和近红外(NIR)波段的平均反射率值,分析了特定区域爆发前和爆发后的数据,并引入了一个新的指数,我们称之为 "火山灰沉降指数(TFI)"。我们使用谷歌地球引擎计算平台,并为不同喷发事件的 TFI 定义了一个阈值,以区分受凝灰岩沉降影响的区域,并量化地表覆盖密度。我们将这一技术应用于 2021 年发生在意大利埃特纳火山的喷发事件,这些事件主要涉及火山的东侧,有时一天之内会发生两到三次,给实地勘测带来了困难。只要有可能,我们就会将我们的结果与实地数据进行比较,并找到最佳匹配。这项工作可能对火山爆发期间近乎实时的短期火山危害评估的识别和量化具有重要意义,同时也对全球其他危害事件的测绘具有重要意义。
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引用次数: 0
High Affinity of Nanoparticles and Matrices Based on Acid-Base Interaction for Nanoparticle-Filled Membrane 基于酸碱相互作用的纳米粒子和基质对纳米粒子填充膜的高亲和性
Pub Date : 2024-02-07 DOI: 10.3390/technologies12020024
Tsutomu Makino, Keisuke Tabata, Takaaki Saito, Yosimasa Matsuo, A. Masuhara
The introduction of nanoparticles into the polymer matrix is a useful technique for creating highly functional composite membranes. Our research focuses on the development of nanoparticle-filled proton exchange membranes (PEMs). PEMs play a crucial role in efficiently controlling the electrical energy conversion process by facilitating the movement of specific ions. This is achieved by creating functionalized nanoparticles with polymer coatings on their surfaces, which are then combined with resins to create proton-conducting membranes. In this study, we prepared PEMs by coating the surfaces of silica nanoparticles with acidic polymers and integrating them into a basic matrix. This process resulted in the formation of a direct bond between the nanoparticles and the matrix, leading to composite membranes with a high dispersion and densely packed nanoparticles. This fabrication technique significantly improved mechanical strength and retention stability, resulting in high-performance membranes. Moreover, the proton conductivity of these membranes showed a remarkable enhancement of more than two orders of magnitude compared to the pristine basic matrix, reaching 4.2 × 10−4 S/cm at 80 °C and 95% relative humidity.
在聚合物基质中引入纳米颗粒是一种制造高功能复合膜的有用技术。我们的研究重点是开发纳米粒子填充质子交换膜(PEM)。质子交换膜通过促进特定离子的移动,在有效控制电能转换过程中发挥着至关重要的作用。实现这一目的的方法是制造表面具有聚合物涂层的功能化纳米粒子,然后将其与树脂结合,制成质子传导膜。在这项研究中,我们在二氧化硅纳米粒子表面涂上酸性聚合物,并将其与碱性基质结合,从而制备出 PEM。这一过程在纳米颗粒和基质之间形成了直接结合,从而制备出了具有高分散性和高密度纳米颗粒的复合膜。这种制造技术大大提高了机械强度和保持稳定性,从而制造出高性能膜。此外,与原始基本基质相比,这些膜的质子电导率显著提高了两个数量级以上,在 80 °C 和 95% 相对湿度条件下达到 4.2 × 10-4 S/cm。
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引用次数: 0
High Affinity of Nanoparticles and Matrices Based on Acid-Base Interaction for Nanoparticle-Filled Membrane 基于酸碱相互作用的纳米粒子和基质对纳米粒子填充膜的高亲和性
Pub Date : 2024-02-07 DOI: 10.3390/technologies12020024
Tsutomu Makino, Keisuke Tabata, Takaaki Saito, Yosimasa Matsuo, A. Masuhara
The introduction of nanoparticles into the polymer matrix is a useful technique for creating highly functional composite membranes. Our research focuses on the development of nanoparticle-filled proton exchange membranes (PEMs). PEMs play a crucial role in efficiently controlling the electrical energy conversion process by facilitating the movement of specific ions. This is achieved by creating functionalized nanoparticles with polymer coatings on their surfaces, which are then combined with resins to create proton-conducting membranes. In this study, we prepared PEMs by coating the surfaces of silica nanoparticles with acidic polymers and integrating them into a basic matrix. This process resulted in the formation of a direct bond between the nanoparticles and the matrix, leading to composite membranes with a high dispersion and densely packed nanoparticles. This fabrication technique significantly improved mechanical strength and retention stability, resulting in high-performance membranes. Moreover, the proton conductivity of these membranes showed a remarkable enhancement of more than two orders of magnitude compared to the pristine basic matrix, reaching 4.2 × 10−4 S/cm at 80 °C and 95% relative humidity.
在聚合物基质中引入纳米颗粒是一种制造高功能复合膜的有用技术。我们的研究重点是开发纳米粒子填充质子交换膜(PEM)。质子交换膜通过促进特定离子的移动,在有效控制电能转换过程中发挥着至关重要的作用。实现这一目的的方法是制造表面具有聚合物涂层的功能化纳米粒子,然后将其与树脂结合,制成质子传导膜。在这项研究中,我们在二氧化硅纳米粒子表面涂上酸性聚合物,并将其与碱性基质结合,从而制备出 PEM。这一过程在纳米颗粒和基质之间形成了直接结合,从而制备出了具有高分散性和高密度纳米颗粒的复合膜。这种制造技术大大提高了机械强度和保持稳定性,从而制造出高性能膜。此外,与原始基本基质相比,这些膜的质子电导率显著提高了两个数量级以上,在 80 °C 和 95% 相对湿度条件下达到 4.2 × 10-4 S/cm。
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引用次数: 0
Multistage Malware Detection Method for Backup Systems 备份系统的多级恶意软件检测方法
Pub Date : 2024-02-05 DOI: 10.3390/technologies12020023
Pavel Novák, V. Oujezský, Patrik Kaura, T. Horvath, M. Holik
This paper proposes an innovative solution to address the challenge of detecting latent malware in backup systems. The proposed detection system utilizes a multifaceted approach that combines similarity analysis with machine learning algorithms to improve malware detection. The results demonstrate the potential of advanced similarity search techniques, powered by the Faiss model, in strengthening malware discovery within system backups and network traffic. Implementing these techniques will lead to more resilient cybersecurity practices, protecting essential systems from hidden malware threats. This paper’s findings underscore the potential of advanced similarity search techniques to enhance malware discovery in system backups and network traffic, and the implications of implementing these techniques include more resilient cybersecurity practices and protecting essential systems from malicious threats hidden within backup archives and network data. The integration of AI methods improves the system’s efficiency and speed, making the proposed system more practical for real-world cybersecurity. This paper’s contribution is a novel and comprehensive solution designed to detect latent malware in backups, preventing the backup of compromised systems. The system comprises multiple analytical components, including a system file change detector, an agent to monitor network traffic, and a firewall, all integrated into a central decision-making unit. The current progress of the research and future steps are discussed, highlighting the contributions of this project and potential enhancements to improve cybersecurity practices.
本文提出了一种创新的解决方案,以应对在备份系统中检测潜伏恶意软件的挑战。所提出的检测系统采用了一种多方面的方法,将相似性分析与机器学习算法相结合,以提高恶意软件的检测能力。研究结果表明,由 Faiss 模型驱动的高级相似性搜索技术在加强系统备份和网络流量中恶意软件的发现方面具有潜力。采用这些技术将提高网络安全实践的弹性,保护重要系统免受隐藏恶意软件的威胁。本文的研究结果强调了高级相似性搜索技术在加强系统备份和网络流量中恶意软件发现方面的潜力,实施这些技术的意义包括提高网络安全实践的弹性,保护重要系统免受隐藏在备份档案和网络数据中的恶意软件威胁。人工智能方法的集成提高了系统的效率和速度,使所提出的系统在现实世界的网络安全中更加实用。本文的贡献在于提出了一个新颖而全面的解决方案,旨在检测备份中潜藏的恶意软件,防止备份被入侵的系统。该系统由多个分析组件组成,包括系统文件变化检测器、网络流量监控代理和防火墙,所有组件都集成到一个中央决策单元中。报告讨论了研究的当前进展和未来步骤,强调了本项目的贡献以及改进网络安全实践的潜在改进措施。
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引用次数: 0
Angle Calculus-Based Thrust Force Determination on the Blades of a 10 kW Wind Turbine 基于角度计算的 10 千瓦风力涡轮机叶片推力确定方法
Pub Date : 2024-02-05 DOI: 10.3390/technologies12020022
J. R. Dorrego-Portela, A. E. Ponce-Martínez, Eduardo Pérez-Chaltell, Jaime Peña-Antonio, Carlos Alberto Mateos-Mendoza, J. Robles-Ocampo, P. Y. Sevilla-Camacho, Marcos Aviles, J. Rodríguez-Reséndíz
In this article, the behavior of the thrust force on the blades of a 10 kW wind turbine was obtained by considering the characteristic wind speed of the Isthmus of Tehuantepec. Analyzing mechanical forces is essential to efficiently and safely design the different elements that make up the wind turbine because the thrust forces are related to the location point and the blade rotation. For this reason, the thrust force generated in each of the three blades of a low-power wind turbine was analyzed. The angular position (θ) of each blade varied from 0° to 120°, the blades were segmented (r), and different wind speeds were tested, such as cutting, design, average, and maximum. The results demonstrate that the thrust force increases proportionally with increasing wind speed and height, but it behaves differently on each blade segment and each angular position. This method determines the angular position and the exact blade segment where the smallest and the most considerable thrust force occurred. Blade 1, positioned at an angular position of 90°, is the blade most affected by the thrust force on P15. When the blade rotates 180°, the thrust force decreases by 9.09 N; this represents a 66.74% decrease. In addition, this study allows the designers to know the blade deflection caused by the thrust force. This information can be used to avoid collision with the tower. The thrust forces caused blade deflections of 10% to 13% concerning the rotor radius used in this study. These results guarantee the operation of the tested generator under their working conditions.
本文通过考虑特万特佩克地峡的特征风速,获得了 10 千瓦风力涡轮机叶片上推力的行为。由于推力与位置点和叶片旋转有关,因此分析机械力对于高效、安全地设计组成风力涡轮机的不同元件至关重要。为此,我们分析了小功率风力涡轮机三个叶片各自产生的推力。每个叶片的角度位置 (θ) 从 0° 到 120° 不等,叶片被分段 (r),并测试了不同的风速,如切割风速、设计风速、平均风速和最大风速。结果表明,推力随风速和高度的增加而成正比增加,但在每个叶片段和每个角度位置上的推力表现不同。这种方法可以确定发生最小和最大推力的角度位置和确切的叶片段。位于 90° 角位置的叶片 1 是 P15 上受推力影响最大的叶片。当叶片旋转 180° 时,推力减少了 9.09 N,即减少了 66.74%。此外,这项研究还能让设计人员了解推力导致的叶片偏转。这一信息可用于避免与塔架发生碰撞。就本研究中使用的转子半径而言,推力造成的叶片偏转为 10% 至 13%。这些结果保证了测试发电机在工作条件下的运行。
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引用次数: 0
Energy Efficiency in Additive Manufacturing: Condensed Review 快速成型制造中的能效:简要回顾
Pub Date : 2024-02-05 DOI: 10.3390/technologies12020021
Ismail Fidan, Vivekanand Naikwadi, Suhas Alkunte, Roshan Mishra, Khalid Tantawi
Today, it is significant that the use of additive manufacturing (AM) has growing in almost every aspect of the daily life. A high number of sectors are adapting and implementing this revolutionary production technology in their domain to increase production volumes, reduce the cost of production, fabricate light weight and complex parts in a short period of time, and respond to the manufacturing needs of customers. It is clear that the AM technologies consume energy to complete the production tasks of each part. Therefore, it is imperative to know the impact of energy efficiency in order to economically and properly use these advancing technologies. This paper provides a holistic review of this important concept from the perspectives of process, materials science, industry, and initiatives. The goal of this research study is to collect and present the latest knowledge blocks related to the energy consumption of AM technologies from a number of recent technical resources. Overall, they are the collection of surveys, observations, experimentations, case studies, content analyses, and archival research studies. The study highlights the current trends and technologies associated with energy efficiency and their influence on the AM community.
如今,增材制造(AM)的应用几乎已深入日常生活的方方面面。许多行业都在其领域内调整和实施这一革命性的生产技术,以提高产量、降低生产成本、在短时间内制造出轻质复杂的零件,并满足客户的制造需求。显然,AM 技术在完成每个零件的生产任务时都会消耗能源。因此,必须了解能源效率的影响,以便经济、合理地使用这些先进技术。本文从工艺、材料科学、工业和倡议等角度对这一重要概念进行了全面评述。本研究的目标是从最近的一些技术资源中收集并展示与 AM 技术能耗相关的最新知识块。总体而言,它们是调查、观察、实验、案例研究、内容分析和档案研究的集合。本研究强调了与能源效率相关的当前趋势和技术及其对 AM 界的影响。
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引用次数: 0
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