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H2020 OSMOSE PROJECT: Electrical Grid flexibility services from industrial loads through Demand Side Response (DSR) H2020 OSMOSE项目:从工业负荷到需求侧响应(DSR)的电网灵活性服务
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9627023
Francesco Silletti, R. Riva, Fabia Gasparotto, Mauro Dalla Francesca, Leonardo Zeni, Luca Orrù
In the future of Ancillary Services for the HV grid, Demand Side Response (DSR) will play an increasingly important role to ensure grid stability and promote Renewable Energy Sources integration in the electrical system. A particular use case of the Italian Demo of the H2020 project "Optimal System-Mix Of flexibility Solutions for European electricity" (OSMOSE) is to demonstrate multiple grid services provision based on DSR by seven industrial plants distributed in a HV grid area between Apulia and Basilicata. Sites have been managed by three Balance Service Providers (BSPs). On each industrial plant, project partners first have performed an energy audit and then they have installed all the electric and TLC equipment needed to test and manage the flexibilities identified. The main result of these activities was that the hardware required for DSR comes at a relatively small price compared to the magnitude of loads that could be controlled. Purpose of this work is to provide an analysis of possible benefits and limits of DSR for the grid as well as to direct a possible new future market strategy for these resources.
在未来的高压电网辅助服务中,需求侧响应(DSR)将在确保电网稳定和促进可再生能源在电力系统中的整合方面发挥越来越重要的作用。H2020意大利演示项目“欧洲电力灵活性解决方案的最佳系统组合”(OSMOSE)的一个特殊用例是展示分布在Apulia和Basilicata之间高压电网区域的七个工业工厂基于DSR提供的多种电网服务。站点由三个平衡服务提供商(bsp)管理。在每个工厂,项目合作伙伴首先进行了能源审计,然后安装了所有电气和TLC设备,以测试和管理确定的灵活性。这些活动的主要结果是,与可以控制的负载规模相比,DSR所需的硬件的价格相对较小。这项工作的目的是为电网提供DSR可能带来的好处和限制的分析,并指导这些资源未来可能的新市场战略。
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引用次数: 3
Recognition of Surface Discharges in High-voltage Lines Insulators using Artificial Intelligence 高压线路绝缘子表面放电的人工智能识别
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626904
Alberto Maldarella, E. Bionda, C. Tornelli, G. Mauri, G. Pirovano, Sergio L. Chiarello
Environmental contamination and pollution under specific meteorological conditions can cause surface discharges on the insulators in high-voltage lines and stations, with consequent possible service interruptions. In this paper, it is presented the first attempt of a novel approach in the detection of surface discharges, based on AI and computer vision state of the art techniques. The research is carried out in the frame of an active collaboration with TERNA (the Italian TSO). The videos collected by the camera of the LANPRIS testing station for the purpose of ageing monitoring, have been used to explore the potentials of an object detection approach using an artificial neural network to recognize insulators in a video and to distinguish between normal behaviour insulators from those subject to surface discharge phenomena. The input data are described in the context of the LANPRIS experimentation, the model, chosen for the object detection, and the pipeline, built to process the video files, are introduced; the tools, used for this work, are widely illustrated and the results discussed. This study is the initial part of a larger work aimed at experimenting artificial intelligence and computer vision techniques in systems that monitor very important electrical system components, such as high-voltage line insulators.
环境污染和特定气象条件下的污染会导致高压线路和车站绝缘子表面放电,从而可能导致业务中断。本文提出了一种基于人工智能和计算机视觉技术的表面放电检测新方法的首次尝试。这项研究是在与TERNA(意大利TSO)积极合作的框架内进行的。LANPRIS测试站的摄像机为监测老化而收集的视频已被用于探索使用人工神经网络识别视频中的绝缘体并区分正常行为绝缘体与受表面放电现象影响的绝缘体的目标检测方法的潜力。在LANPRIS实验的背景下描述了输入数据,介绍了用于目标检测的模型和用于处理视频文件的管道;用于这项工作的工具被广泛地说明并讨论了结果。这项研究是一项更大的工作的第一部分,该工作旨在试验人工智能和计算机视觉技术在监控非常重要的电气系统组件(如高压线路绝缘体)的系统中。
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引用次数: 0
Cost-Aware and AI-based Resource Prediction in Softwarized Networks 软件网络中成本感知和基于人工智能的资源预测
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626866
V. Eramo, Francesco Valente, F. Lavacca, T. Catena
Resource prediction algorithms have been recently proposed in Network Function Virtualization Architectures. An prediction-based resource allocation is characterized by higher operation costs due to: i) resource underestimate that leads to Quality of Service degradation; ii) used cloud resource over allocation when a resource overestimate occurs. To reduce such a cost, we propose cost-aware prediction algorithm able to minimize the sum of the two cost components previously mentioned. We compare in a real network and traffic scenario the proposed technique to the traditional one in which the Root Mean Squared Error. We show home the proposed solution allows for cost advantages in the order of 20%.
最近在网络功能虚拟化体系结构中提出了资源预测算法。基于预测的资源分配的特点是较高的运营成本,这是由于:1)资源低估导致服务质量下降;Ii)发生资源高估时使用的云资源过度分配。为了降低这种成本,我们提出了一种成本感知预测算法,该算法能够最小化前面提到的两个成本组成部分的总和。在一个真实的网络和流量场景中,我们将所提出的技术与传统的均方根误差方法进行了比较。我们展示了所提出的解决方案允许在20%左右的成本优势。
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引用次数: 1
Experimental Assessment of Cooperative Sensors Network-based Dynamical Thermal Rating: the first evidences from the H2020 OSMOSE Project 基于协同传感器网络的动态热评级实验评估:来自H2020 OSMOSE项目的首批证据
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626901
D. Villacci, Luca Orrù, Fabia Gasparotto, A. Vaccaro, Gino Albimonti, Antonio Pepiciello
The main purpose of the Working Package 5 of the H2020 Optimal System-Mix of flexibility Solutions for European electricity (Osmose) project is to develop an advanced Energy Management System (EMS), which allows the Transmission System Operators (TSOs) to reliably manage distributed Renewable Energy Sources (RES) and grid congestions, by properly coordinating innovative flexibility resources which include Dynamic Thermal Rating (DTR) and Demand Side Response (DSR). In this context, Ensiel, a consortium of Italian universities active in power systems research, developed a new DTR solution, which is based on a self-organizing sensor network composed by cooperative smart nodes deployed along the line route, having as final output the loadability curve of the line. This paper presents the first experimental results obtained by deploying this new DTR method on a real operation scenario, demonstrating the improved performance and effectiveness of the proposed method.
H2020欧洲电力灵活性解决方案优化系统组合(Osmose)项目工作包5的主要目的是开发先进的能源管理系统(EMS),使输电系统运营商(tso)能够通过适当协调包括动态热评级(DTR)和需求侧响应(DSR)在内的创新灵活性资源,可靠地管理分布式可再生能源(RES)和电网拥堵。在这种情况下,Ensiel,一个活跃于电力系统研究的意大利大学联盟,开发了一种新的DTR解决方案,该解决方案基于自组织传感器网络,该网络由沿线路部署的协作智能节点组成,最终输出线路的负载性曲线。本文给出了将该方法应用于实际操作场景的首次实验结果,证明了该方法的改进性能和有效性。
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引用次数: 2
Design of Flat Optical Fiber Sensor for Triaxial Strain Monitoring in Composite Laminates 用于复合材料层合板三轴应变监测的平面光纤传感器设计
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626867
A. Annunziato, F. Anelli, M. Godfrey, J. Barton, C. Holmes, F. Prudenzano
A fiber Bragg gratings sensor based on a novel flat optical fiber is designed for through-thickness, in-plane and tensile strains monitoring within unidirectional carbon fiber reinforced polymer laminates. An opto-mechanical investigation based on finite element method is carried out. The behavior of the embedded optical fiber and the composite material is simulated through a multiphysical model. The electromagnetic investigation is focused on the effect of the birefringence induced by the axial stresses on the propagation modes. The Bragg wavelength shift and the triaxial strain sensitivities are derived by considering transfer matrix method based on the coupled mode theory. A refined design of the flat fiber with a thinned asymmetric cladding is performed to obtain two different strain transfers between the sensing regions, improving the discrimination of triaxial strains. Moreover, the advantages of the designed optical fiber sensor with respect to standard optical fibers are discussed, paving the way for future developments.
设计了一种基于新型平面光纤的光纤Bragg光栅传感器,用于监测单向碳纤维增强聚合物层合板的通厚、面内和拉伸应变。进行了基于有限元法的光力学研究。通过多物理模型模拟了嵌入式光纤和复合材料的性能。电磁学研究的重点是轴向应力引起的双折射对传播模式的影响。采用基于耦合模理论的传递矩阵法,推导了Bragg波长位移和三轴应变灵敏度。为了在传感区域之间获得两种不同的应变传递,改进了对三轴应变的识别,设计了一种带有薄非对称包层的平面光纤。此外,还讨论了所设计的光纤传感器相对于标准光纤的优点,为未来的发展铺平了道路。
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引用次数: 1
Reactive Power Resources Management in a Voltage Regulation Architecture Based on Decoupling Control 基于解耦控制的电压调节体系中的无功资源管理
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626889
G. Sulligoi, A. Vicenzutti, M. Chiandone, F. Marzolla, E. Carlini, G. Giannuzzi, R. Zaottini, C. Pisani
The actions for limiting the climate change are significantly affecting the electrical power system. Indeed, the increase in renewable power sources and the progressive shut off of coal-fired power plants are transitioning the generation from a centralized to a decentralized paradigm. The latter may cause issues in a grid that was originally designed taking as granted the presence of several big power plants to be used as actuators for the system control. Considering voltage control, the actual control architecture is based on a hierarchical structure applied to a given set of rigidly subdivided control areas. Although such architecture is currently capable of maintain voltage control on the grid, the increase in converter interfaced generators (due to renewables exploitation) and the decrease of the buses short circuit powers (due to high power plants shut-off) may decrease its effectiveness in the future. To this aim, in this paper a coordinated decoupling voltage control is proposed, capable of using all the available reactive power sources on the grid as actuators. The issue of controlling a system with a variable number of actuators (due to generators connection and disconnection) is taken into account, proposing a suitable solution for avoiding transients during the switch between controllers having different output dimension. A brief discussion about communication (among actuators and controller) performances required for implementing the proposed control in the power system is also given.
限制气候变化的行动对电力系统产生了重大影响。事实上,可再生能源的增加和燃煤电厂的逐步关闭正在使发电从集中式模式转变为分散式模式。后者可能会导致电网出现问题,而电网最初的设计是将几个大型发电厂用作系统控制的执行器。考虑到电压控制,实际的控制体系结构是基于应用于给定一组严格细分的控制区域的分层结构。虽然这种结构目前能够维持电网上的电压控制,但转换器接口发电机的增加(由于可再生能源的开发)和总线短路功率的减少(由于高电厂关闭)可能会降低其未来的有效性。为此,本文提出了一种协调解耦电压控制方法,能够利用电网上所有可用的无功电源作为执行器。考虑了执行器数量变的系统控制问题(由于发电机的连接和断开),提出了一种合适的解决方案,以避免不同输出维数控制器之间切换时的瞬变。简要讨论了在电力系统中实现所提出的控制所需的通信(执行器和控制器之间)性能。
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引用次数: 2
Smart mobility integration in port microgrids with a Multi-Agent control system - POSEIDON 基于多agent控制系统的港口微电网智能移动集成
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626894
S. Mocci, F. Pilo, S. Ruggeri, Gian Giuseppe Soma
The European Commission’s actions for a more sustainable future lead to a significant change in the power system, particularly in electricity production from renewables, energy efficiency, and polluting emission reduction in the transport sector. The distribution system has to host energy production from renewables, and new high consumption loads, e.g., battery charging for e-mobility and smarter solutions are necessary. The POSEIDON project aims at defining optimal control strategies of microgrids in the port areas, including the management of electric vehicles with public charging stations, energy storage systems installed on boats, flexible loads, and Renewable Energy Sources (RES). The paper presents the impact of the vehicle-to-grid (V2G) and boat-to-grid (B2G) on a port microgrid. A Multi-Agent control system developed for the optimal charging of batteries is also presented. Results derived by applying the methodology to a real case study demonstrate the methodology’s effectiveness.
欧盟委员会为实现更可持续的未来而采取的行动导致了电力系统的重大变化,特别是在可再生能源发电、能源效率和运输部门的污染减排方面。配电系统必须承载可再生能源的能源生产,以及新的高消费负荷,例如电动汽车的电池充电和更智能的解决方案是必要的。POSEIDON项目旨在确定港口地区微电网的最佳控制策略,包括管理带有公共充电站的电动汽车、安装在船上的储能系统、灵活负载和可再生能源(RES)。本文介绍了车辆到电网(V2G)和船舶到电网(B2G)对港口微电网的影响。提出了一种用于电池优化充电的多智能体控制系统。将该方法应用于实际案例研究的结果证明了该方法的有效性。
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引用次数: 1
The Problem of the Estimation of the End of Life of HVDC Cable Systems: the Influence of Laying Environment, Operational Duty and Cable Technologies 高压直流电缆系统终寿命估算问题:敷设环境、运行负荷和电缆技术的影响
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626871
G. Mazzanti, M. Marzinotto, A. Battaglia, D. Villacci
In this paper, the main issues associated with the end of life of HVDC cable systems when accounting for the influence of cable laying environment, operational duty and different cable technologies are illustrated. The paper shows that an in-depth dedicated research activity is needed to solve these issues, in order that the current striking development of HVDC cable systems can go further in the future. This is important also because HVDC cable technologies have been singled out as a fundamental tool to increase the penetration of renewables in the electrical energy marked, so as to foster the green transition. These issues have also been treated in the framework of a long-lasting cooperation between the Roma La Sapienza University and the University of Bologna, which then became a partnership between TERNA and the University of Bologna, eventually including the EnSiEl consortium.
本文阐述了在考虑电缆敷设环境、运行负荷和不同电缆技术影响的情况下,与高压直流电缆系统寿命终结相关的主要问题。本文认为,为了使当前迅猛发展的高压直流电缆系统在未来走得更远,需要对这些问题进行深入的专门研究。这一点也很重要,因为高压直流电缆技术被认为是提高可再生能源在电力市场渗透率的基本工具,从而促进绿色转型。这些问题也在罗马大学和博洛尼亚大学之间的长期合作框架内得到了处理,然后成为TERNA和博洛尼亚大学之间的伙伴关系,最终包括EnSiEl财团。
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引用次数: 0
Energy transition through PVs, EVs, and HPs: a case study to assess the impact on the Brescia distribution network 通过pv, ev和hp进行能源转换:评估对布雷西亚配电网络影响的案例研究
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626942
G. Vigano, D. Clerici, C. Michelangeli, D. Moneta, Alessandro Bosisio, A. Morotti, B. Greco, Pasetti Caterina
The local environmental concerns and the decarbonization process favored by European and national policymakers drive the spread of new technologies, such as electric heating/cooling systems, residential photovoltaic generators, and electric mobility. Since these new equipment are mostly connected to the MV and LV levels of the electricity network, their widespread implementation will substantially impact electric distribution systems planning an operation. The analysis of future development scenarios and the impact of new control techniques are, therefore, preparatory for the evolution of the planning and operation of electric networks, specifically the distribution networks. The simulations reported in this paper integrates the network data, including a georeferenced description of the distribution network, with external public databases information. Thanks to the proposed approach, the impact of the new equipment can be studied considering different scenario hypotheses investigating the evolution of the distribution network in detail. In particular, the methodology is applied to the distribution network of Brescia, a city in Northern Italy.
当地的环境问题以及欧洲和国家决策者青睐的脱碳过程推动了新技术的传播,例如电加热/冷却系统、住宅光伏发电机和电动交通。由于这些新设备大多连接到中压和低压电网,它们的广泛应用将对配电系统的运营规划产生重大影响。因此,对未来发展情况和新控制技术的影响的分析是为电网,特别是配电网的规划和操作的演变做准备。本文所报道的仿真将网络数据(包括配电网的地理参考描述)与外部公共数据库信息集成在一起。由于提出的方法,新设备的影响可以考虑不同的情景假设,详细调查配电网的演变。特别地,该方法应用于意大利北部城市布雷西亚的配电网络。
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引用次数: 8
Analysis of voltage dips on Italian distribution network 意大利配电网电压跌落分析
Pub Date : 2021-10-04 DOI: 10.23919/AEIT53387.2021.9626900
L. D’Orazio, N. Corsi, S. Riva
This paper carries out an in-depth analysis of the voltage dips data gathered by Power Quality Instruments (PQI) installed on each Medium Voltage (MV) busbars of substations directly connected to transmission system and owned by e-distribuzione, the largest Distribution System Operator (DSO) in Italy. The set of power quality data used for this work, consists of voltage dips recorded during the years 2016-2020. By using all data concerning the voltage dips, e-distribuzione has conducted a deep analysis of this phenomenon, in terms of categories of dips per intensity and duration, their origin and their distribution and number during the years, taking into account the peculiarity of any considered period. Furthermore, it is presented a comparison between the influence of structural parameters of transmission system and distribution substation elements and scheme, regarding the disturbance propagations due to a voltage dip, and also how coordination of DSO protection system adopted to improve the continuity of supply indexes (SAIDI and SAIFI) influences the characteristics of voltage dips. Lastly, some reflections about the importance of technical interventions into the substations of MV customers directly connected to the distribution network, so called "immunization-oriented", to contrast effectively the disturbances coming from the distribution network, are presented.
本文对安装在与输电系统直接相连的变电站的每个中压(MV)母线上的电能质量仪器(PQI)收集的电压下降数据进行了深入分析,这些数据由意大利最大的配电系统运营商(DSO) e-distribuzione拥有。用于这项工作的电能质量数据集包括2016-2020年期间记录的电压下降。通过使用有关电压下降的所有数据,e-distribuzione对这一现象进行了深入的分析,根据每个强度和持续时间的下降类别,它们的起源以及它们在各年内的分布和数量,考虑到任何所考虑的时期的特殊性。此外,还比较了输电系统结构参数与配电变电站元件和方案对电压跌落扰动传播的影响,以及采用DSO保护系统协调提高供电指标(SAIDI和SAIFI)的连续性对电压跌落特性的影响。最后,对直接接入配电网的中压用户变电站进行技术干预的重要性,即“免疫导向”,提出了一些思考,以有效地对比来自配电网的干扰。
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引用次数: 0
期刊
2021 AEIT International Annual Conference (AEIT)
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