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Development of an Unmanned Mobile Current Turbine Platform 无人移动电流涡轮平台的研制
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-402
M. Dhanak, Pierre-Philippe Beaujean, John Frankenfield, Adam Hall, Edward Henderson, Adriana McKinney, Hugo Pimentel, Thanh Toan Tran
A prototype low-flow (~0.5 m/s) marine current turbine for deployment from a small unmanned mobile floating platform has been developed at Florida Atlantic University for autonomously seeking and harnessing tidal/coastal currents.  The support platform is an unmanned surface vehicle (USV) in the form of a catamaran with two electric outboard motors and with capabilities for autonomous navigation. An undershot water wheel (USWW), aided by a custom flow concentrator, has been selected as the basic design for the marine current turbine, which is mounted on the stern of the USV.  The concept of operation is that the unmanned surface vehicle would navigate to a designated marine current resource, autonomously anchor at the location, align itself in the current, and deploy the USWW turbine using a custom cable-lift deployment mechanism. As the USWW harnesses the local current, an onboard power-take-off (PTO) device converts the harnessed mechanical energy to electricity which is stored in onboard batteries.  The selected PTO utilizes a spur drivetrain/gearbox coupled with a NuVinci Ball-continuously variable transmission (CVT). It is estimated that the small prototype turbine system will produce over 12W power for currents over 0.5 m/s.  The automated anchoring system consists of an electric winch, a Rocna anchor, anchor chain/rode and a line locking mechanism designed to aid in taking tension off the winch. Preparations have been made to test and demonstrate the application of the platform in harnessing tidal currents in the Intracoastal Waterway in South Florida and coastal currents at locations off Fort Lauderdale, Florida. The preparations include obtaining the necessary environmental permits for conducting in-water testing; developing required mitigation measures in protecting local wildlife and their habitats; and identifying potential in-water test sites and surveying them for their suitability in terms of current resource, bottom type, water depth and local boat traffic. Application of the marine current turbine platform to serve as an unmanned mobile floating recharge station for small aerial drones will be demonstrated. For this purpose, the USV includes a flight deck for landing and takeoff of small aerial drones whose batteries would be recharged via a wireless direct-contact recharging pad powered by the onboard batteries.  Modeling in support of turbine design and parametric studies in support of optimization of the performance of the system will be discussed.  Scaling of the prototype system in terms of size and capacity will be discussed.   
佛罗里达大西洋大学开发了一种小型无人移动浮动平台上部署的低流量(~0.5 m/s)海流涡轮机原型,用于自主寻找和利用潮汐/沿海流。支撑平台是一艘双体船形式的无人水面车辆(USV),配备两个电动舷外马达,具有自主导航能力。一个下射水轮(USWW),由一个定制的集流器辅助,被选为安装在USV尾部的海流涡轮的基本设计。操作概念是,无人水面车辆将导航到指定的洋流资源,自主锚定在该位置,与洋流对齐,并使用定制的电缆提升部署机制部署USWW涡轮机。当USWW利用本地电流时,机载电源起飞(PTO)装置将所利用的机械能转换为电能,并存储在机载电池中。选定的PTO采用直驱传动系统/变速箱与NuVinci ball无级变速器(CVT)相结合。据估计,小型原型涡轮系统将产生超过12W的功率,电流超过0.5米/秒。自动锚定系统由电动绞车、Rocna锚、锚链/锚杆和钢丝绳锁定机构组成,旨在帮助消除绞车的张力。准备工作已经完成,以测试和演示该平台在南佛罗里达沿海航道的潮汐流和佛罗里达州劳德代尔堡附近的沿海流的应用。准备工作包括取得进行水中测试所需的环境许可证;制定必要的缓解措施,以保护本地野生动物及其栖息地;并确定潜在的水中测试地点,并根据当前资源,底部类型,水深和当地船只交通情况对其适用性进行调查。将演示海流涡轮平台作为小型航空无人机的无人移动浮动充电站的应用。为此,USV包括一个飞行甲板,用于小型空中无人机的降落和起飞,其电池将通过机载电池供电的无线直接接触充电垫进行充电。将讨论支持涡轮设计的建模和支持系统性能优化的参数化研究。将讨论原型系统在尺寸和容量方面的缩放。
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引用次数: 0
Multi-Actuator Full-Scale Fatigue Test of a Tidal Blade 潮汐叶片多动器全尺寸疲劳试验
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-177
Sergio Lopez Dubon, Christopher Vogel, David García Cava, F. Cuthill, Eddie McCarthy, C. O. Ó Brádaigh
Fatigue testing for tidal turbine blades involves the application of cyclic loads without matching the blade's natural frequency, which is challenging due to their high stiffness and associated thermal issues of composite materials at those frequencies (typically around 18Hz cycles). An auxiliary system is required to load the blades to address this challenge. However, traditional hydraulic systems tend to be highly energy-demanding and inefficient. To solve this problem, researchers utilized real on-site data to define a series of equivalent target loads and implemented them in FastBlade, which proved an efficient way to perform fatigue testing. They used a regenerative digital displacement hydraulic pump system and achieved a remarkable 75% energy savings compared to a standard hydraulic system. During the testing, they utilized a system of 3 actuators instead of the traditional single actuator system, which produced more realistic and complex loads. We also address such changes in temperature along large composite structures during the test and mechanisms to address these issues.  Throughout the test, a series of measurements were taken on the blade response and FastBlade itself, which revealed exciting results on the mechanical behaviour of the blade and best testing practices for FastBlade. Impressively, the blade withstood 40 years' worth of accelerated fatigue loading without catastrophic failure.
潮汐涡轮机叶片的疲劳测试涉及到循环载荷的应用,而不匹配叶片的固有频率,这是具有挑战性的,因为它们的高刚度和复合材料在这些频率下的相关热问题(通常在18Hz左右循环)。为了应对这一挑战,需要一个辅助系统来加载叶片。然而,传统的液压系统往往是高能耗和低效的。为了解决这一问题,研究人员利用实际现场数据定义了一系列等效目标载荷,并在FastBlade中实现了这些载荷,这被证明是进行疲劳测试的有效方法。他们使用了再生式数字位移液压泵系统,与标准液压系统相比,节省了75%的能源。在测试过程中,他们使用了一个由3个执行器组成的系统,而不是传统的单执行器系统,从而产生了更真实、更复杂的负载。我们还研究了大型复合材料结构在测试过程中的温度变化以及解决这些问题的机制。在整个测试过程中,对叶片响应和FastBlade本身进行了一系列测量,揭示了叶片力学行为和FastBlade最佳测试实践的令人兴奋的结果。令人印象深刻的是,叶片承受了40年的加速疲劳载荷而没有发生灾难性的故障。
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引用次数: 0
Optimisation of Air turbines for OWC Wave Energy Converters: Sensitivity of Realistic Wave Climates 空气涡轮OWC波浪能量转换器的优化:现实波浪气候的敏感性
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-493
Ander Zarketa-Astigarraga, A. Martin-Mayor, M. Martinez-Agirre, M. Penalba, Aimar Maeso, Borja de Miguel
Wave Energy, Oscillating Water Column, Air turbines, Optimisation, Genetic Algorithms, Wave climates. Among all the Wave Energy Converter (WEC) technologies suggested in the last decades, the Oscillating Water Column (OWC) technology seems to be the most robust and reliable technology. Different are currently in operation, such as the Mutriku Wave Power Plant installed in a harbour, or are being developed, such as the MARMOK floating OWC device developed by IDOM and tested for over a year in the Biscay Marine Energy Platform (BIMEP). One of the key elements of the OWC technologies is the power take-off (PTO) system that converts the pneumatic energy trapped in the chamber into electrical energy. Such PTO system consists of an air turbine coupled to an electric generator, and has been the object of several studies, including numerical and experimental works that cover a wide range of different air turbine configurations, and some of the proposed research lines even reaching to combine both approaches. The most common turbine, mainly due to its relative simplicity both on the conceptual andmechanical aspects, is the Wells monoplane turbine, including variations such as the biplane and the counter-rotating configurations. However, other configurations such as the impulse turbine or the more recent bi-radial turbine have also been analysed. The preliminary design of these turbines usually relies on analytical models based on the blade element method, using dimensionless parameters for representing the behavioural charts of the different configurations. In fact, in order to better represent the behaviour of air turbines in realistic conditions with polychromatic waves, it is usual to consider the stochastic version of these dimensionless parameters so that they provide an overall indicator of their sea-state-related behaviour. However, the air turbines, regardless of their configuration, include a large number of different geometrical parameters, which complicates the optimisation procedure and leads to a decision-making process that relies on an expertise-based intuition. In this sense, suggests an optimisation method based on a Genetic Algorithm (GA) that enables the articulation of all the relevant parameters. This GA-based optimisation method articulates the information about the hydrodynamic behaviour of the WEC and the pneumatic conversion within the chamber. Hence, the optimisation is sensitive to the characteristics of the wave climate and, thus, the behaviour of the WEC in that specific wave climate. However, in order to make wave energy economically viable, mass production of the WECs, including their PTO systems, is a crucial point. As a consequence, standard WEC floaters and PTO system elements may need to be used in the different locations under different resource conditions. In order to evaluate the sensitivity of the optimal air turbine designs to the characteristics of specific wave climates, the present study will define optimal ai
波浪能,振荡水柱,空气涡轮机,优化,遗传算法,波浪气候。在过去几十年提出的波浪能转换(WEC)技术中,振荡水柱(OWC)技术似乎是最强大和可靠的技术。目前有不同的设备正在运行,例如安装在港口的Mutriku波浪发电厂,或者正在开发中,例如由IDOM开发的MARMOK浮动OWC设备,并在比斯开海洋能源平台(BIMEP)进行了一年多的测试。OWC技术的关键要素之一是动力输出(PTO)系统,该系统将困在腔室中的气动能量转换为电能。这种PTO系统由一个空气涡轮机与一个发电机耦合组成,已经成为几个研究的对象,包括数值和实验工作,涵盖了广泛的不同空气涡轮机配置,一些拟议的研究路线甚至达到结合两种方法。最常见的涡轮,主要是由于其相对简单的概念和机械方面,是单面涡轮,包括变化,如双翼和反向旋转配置。然而,其他配置,如脉冲涡轮或最近的双径向涡轮也进行了分析。这些涡轮机的初步设计通常依赖于基于叶片单元法的分析模型,使用无量纲参数来表示不同配置的行为图。事实上,为了更好地代表空气涡轮机在多色波的现实条件下的行为,通常考虑这些无量纲参数的随机版本,以便它们提供与海况相关的行为的总体指标。然而,无论其配置如何,空气涡轮机都包含大量不同的几何参数,这使得优化过程变得复杂,并导致依赖于基于专业知识的直觉的决策过程。在这个意义上,提出了一种基于遗传算法(GA)的优化方法,使所有相关参数的衔接。这种基于ga的优化方法阐明了关于WEC的流体动力行为和腔室内气动转换的信息。因此,优化对波浪气候的特征和WEC在特定波浪气候中的行为是敏感的。然而,为了使波浪能在经济上可行,大规模生产WECs,包括它们的PTO系统,是一个关键点。因此,在不同的资源条件下,可能需要在不同的位置使用标准的WEC漂浮物和PTO系统元件。为了评估最佳空气涡轮机设计对特定波浪气候特征的敏感性,本研究将在全球不同地点定义最佳空气涡轮机,并比较不同设计的特征。
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引用次数: 0
Methodology for developing a prediction model for the remaining fatigue life and residual strength of tidal turbine blades 潮汐涡轮机叶片剩余疲劳寿命和剩余强度预测模型的建立方法
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-285
Tenis Ranjan Munaweera Thanthirige, W. Finnegan, J. Goggins
As tidal energy nears commercial viability, the reliability and safety of a tidal energy device becomes more prevalent. A key aspect for determining their reliability and safety, along with reducing risk during operational deployment, is the structural integrity of tidal turbine blades. Therefore, a validated model for predicting the structural integrity of tidal turbine blades will aid in de-risking tidal energy technologies. In this study, a three-phase approach was used to formulate a strategy to predict the remaining fatigue life and residual strength of tidal turbine blades, over their operational lifespan.  In Phase 1, the parameters influencing the structural properties of tidal turbine blades were identified based on the literature review, and the expertise in the field. Then, parameters were extensively studied and classified into four main impact groups, which include load conditions, design and manufacturing, degradation, and unexpected situations. Loading conditions on the blade are directly linked to hydrodynamic forces, maintenance, operating conditions, and corrosion effects. At the same time, these scenarios can vary with fluid-structure interactions, climate conditions, local site conditions, and maintenance and inspection schedules of the blades. The design and manufacturing category mainly represents the impact of the properties of composite materials, the geometry of the blade, and manufacturing process parameters. Similar to the other structures, tidal turbine blades are subject to deterioration and unexpected accidents during their service life, which significantly compromises the structural integrity of the blade. In Phase 2, a data management strategy was formulated related to identified four impact categories and investigated the possible methods of analysing the data. In this context, finite element analysis of composite tidal turbine blades was identified as the most appropriate tool to comprehensively examine collected data, prior to comparing the results to the field and laboratory-based test data. Mesh properties of the numerical models, test standards, instrumentation, and equipment used for field and laboratory-based structural testing of tidal turbine blades, as well as the accuracy of data acquisition systems, influence the comparison of these results. Finally, with the information gathered, as well as knowledge and experience in the field, a method for estimating the residual strength and remaining fatigue life of tidal turbines at each stage of their operation was formulated. The model will undergo a series of extensive validation processes using experimental testing datasets and will be used in the future to develop vulnerability curves related to the remaining structural life of the tidal turbine blades.
随着潮汐能接近商业可行性,潮汐能装置的可靠性和安全性变得更加普遍。决定其可靠性和安全性的一个关键方面,以及在运行部署期间降低风险,是潮汐涡轮机叶片的结构完整性。因此,一个有效的预测潮汐涡轮机叶片结构完整性的模型将有助于降低潮汐能技术的风险。在本研究中,采用三相方法制定了一种策略来预测潮汐涡轮机叶片在其使用寿命期间的剩余疲劳寿命和剩余强度。在第一阶段,根据文献综述和该领域的专业知识,确定了影响潮汐涡轮机叶片结构性能的参数。然后,对参数进行了广泛的研究,并将其分为四个主要影响组,包括负载条件、设计和制造、退化和意外情况。叶片上的加载条件与水动力、维护、操作条件和腐蚀影响直接相关。同时,这些场景可能会随着流固耦合、气候条件、当地现场条件以及叶片的维护和检查计划而变化。设计制造类主要代表复合材料性能、叶片几何形状、制造工艺参数的影响。与其他结构一样,潮汐能水轮机叶片在使用寿命期间也会发生劣化和意外事故,严重影响了叶片的结构完整性。在第二阶段,制定了一项数据管理策略,以确定四个影响类别,并调查了分析数据的可能方法。在此背景下,在将结果与现场和实验室测试数据进行比较之前,认为对复合材料潮汐涡轮机叶片进行有限元分析是全面检查收集数据的最合适工具。数值模型的网格特性、测试标准、仪器和用于潮汐涡轮机叶片现场和实验室结构测试的设备,以及数据采集系统的准确性,都会影响这些结果的比较。最后,根据收集到的信息,结合现场的知识和经验,制定了潮汐水轮机运行各阶段的剩余强度和剩余疲劳寿命的估算方法。该模型将使用实验测试数据集进行一系列广泛的验证过程,并将在未来用于开发与潮汐涡轮机叶片剩余结构寿命相关的脆弱性曲线。
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引用次数: 0
Feasibility of wave energy harvesting in the Ligurian Sea 利古里亚海波浪能收集的可行性
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-197
Manuel Alejandro Corrales González, G. Lavidas, Giovanni Besio
A series of short and mid-term guidelines have been established due to the pursuit to offer clean energy and reduce the environmental impact in the Mediterranean and European environment. Currently, the scientific community and the industrial sector promote to find new technologies and means to achieve these regulations. Efforts to provide sustainable ways to supply electricity in Italy have led to the exploration of marine renewable energies (MRE) in the Mediterranean Sea. In particular, in the Ligurian Sea, where the wave climate can provide one of the higher energy sources, represents an optimal opportunity for supplying this energy resource to coastal cities. However, the wave conditions are not as significant as those in other marine regions around the world. There are several devices currently developed which can be applicable to the region. Hence, an evaluation from a technical and economic perspective is advised. Additionally we also investigate the scaling and survival considerations for Wave Energy Converters (WECs) when facing extreme storm events. The proposed study offers the evaluation of a sustainable alternative for powering the electricity mix in the Liguria region, through the exploitation of the wave energy resource. Attractive findings emerge after the assessment of eight floating-body wave energy converters.
由于追求提供清洁能源和减少对地中海和欧洲环境的影响,已经制定了一系列短期和中期指导方针。目前,科学界和工业界正在推动寻找新的技术和手段来实现这些规定。在意大利,为提供可持续的供电方式所做的努力导致了对地中海海洋可再生能源(MRE)的探索。特别是,在利古里亚海,波浪气候可以提供较高的能源之一,代表了向沿海城市供应这种能源的最佳机会。然而,这里的波浪条件并不像世界上其他海洋地区那样重要。目前已经开发了几种适用于该地区的设备。因此,建议从技术和经济角度进行评价。此外,我们还研究了波浪能转换器(WECs)在面对极端风暴事件时的缩放和生存考虑因素。拟议的研究通过开发波浪能资源,对利古里亚地区电力结构的可持续替代方案进行了评估。在对八个浮体波能转换器进行评估后,出现了一些有吸引力的发现。
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引用次数: 0
Estimation and characterisation of the wave-induced turbulent kinetic energy and turbulent dissipation from ADCP data 从ADCP数据估计和表征波浪诱导湍流动能和湍流耗散
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-299
Clément Calvino, A. Bennis, L. Furgerot, Bailly du Bois Pascal, Poizot Emmanuel
Turbulence in the water flow causes small-scale variations in the mechanical stress acting on submerged tidal turbines. As such it increases their fatigue loading and impacts greatly their lifetime. It is therefore essential for engineers to have an accurate knowledge and characterisation of turbulence at a given site as they design the structures to be deployed. The strength of the tidal currents is the main parameter influencing the intensity of turbulence through their friction with the sea bed. However, most potential tidal energy sites are located in a coastal environment with shallow enough water depths so that the direct impact of waves on turbulence can not be overlooked. Steepness-induced wave breaking is indeed observed to increase the turbulent mixing for such applications. In this context, we propose to estimate the contribution of surface processes to the total turbulence in Alderney Race, France, the most energetic tidal site in western Europe. The turbulent kinetic energy (TKE) specifically induced by waves and wind is characterised using measurements from a 5-beams ADCP deployed between 27/02/2018 and 06/07/2018.Analytical profiles are fitted to the data, the only fitting parameter of the model is an evaluation of the turbulence penetration depth, it determines how deep surface processes impact the water column. Its dependence towards mean wave and current parameters is studied. The results do not allow to conclude on the nature of turbulence observed in the mid water column.
水流中的湍流引起作用在水下潮汐涡轮机上的机械应力的小范围变化。因此,它增加了它们的疲劳载荷,极大地影响了它们的寿命。因此,工程师在设计要部署的结构时,对给定地点的湍流有准确的了解和特征是至关重要的。潮汐流的强度是影响湍流强度的主要参数,潮汐流通过与海床的摩擦作用影响湍流强度。然而,大多数潜在的潮汐能站点位于水深足够浅的沿海环境中,因此波浪对湍流的直接影响不容忽视。在这类应用中,陡度引起的破波确实增加了湍流混合。在这种情况下,我们建议估计地表过程对西欧最具活力的潮汐地点法国奥尔德尼海的总湍流的贡献。利用在2018年2月27日至2018年7月6日部署的5束ADCP测量数据,对波浪和风引起的湍流动能(TKE)进行了表征。分析剖面拟合数据,模型的唯一拟合参数是湍流渗透深度的评价,它决定了地表过程对水柱的影响程度。研究了其对平均波和电流参数的依赖关系。这些结果不能对在中部水柱观测到的湍流性质作出结论。
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引用次数: 0
ANTIFOULING AND ANTICORROSIVE PREVENTION WITH CERAMIC COATINGS ON OFFSHORE STRUCTURES FOR RENEWABLE ENERGY 海洋可再生能源结构用陶瓷涂层防污防腐
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-469
David Salvador Sanz Sánchez, Sergio García, Alfredo Trueba Ruiz, D. Boullosa-Falces, Gustavo Adolfo Esteban
In the past, ships, port facilities and offshore platforms dedicated to the exploitation of fossil resources were the only man-made structures that were exposed to seawater, currently the exposed structures are extended to all those used in the field of renewable ocean energy sources, such as waves, tidal flows or oceans streaming and offshore wind energy. Therefore, this study highlights the need for offshore structures to consider the choice of ceramic coatings in the field of surface treatment and marine corrosion control without neglecting another of the main problems that affects structures in contact with seawater, which is the phenomenon known as biofouling. Corrosion is a major problem in offshore environments due to extreme operating conditions and the presence of aggressive corrosive elements. The corrosion resistance can represent the difference between trouble-free long-term operation and costly downtime. On the other hand, biofouling, which is defined as the undesirable phenomenon of adherence and accumulation of biotic deposits on an artificial surface that is submerged or in contact with sea water, can cause variations in the weight distribution of a floating structure, affecting its stability. In addition, biofouling leads to corrosion in the same way that corrosion leads to biofouling, so both factors are studied in parallel. This study evaluated differences in the total of seawater biofouling attached on coated paints and ceramic coatings in carbon steel for offshore structures. All three different ceramic coatings were made of incorporating active ceramic particles against biofouling as titanium, cobalt and manganese. In this study, the ASTM-D3623 test method, for the protection of submerged marine structures, was used. This method covered the procedure for testing antifouling coatings exposed for a period of two year at an immersion site with a high biological activity in shallow marine environments. The results of the investigation showed that the cobalt-based coating had the best antifouling properties at the end of the experimentation, although there was no significant difference in the biofouling attached during the two years of exposure, but great differences were shown with respect to the antifouling paints. Biofouling adhesion resistance was greatest when a coating thickness of 217 μm was used and when the substrate surface roughness (Ra) was 0.245 µm. The results indicated up to more 30% total area covered by biofouling in paint coatings than ceramic coatings. On the other hand, the results showed a progressive degradation of the antifouling paint coatings, which meant an exponential increase of biofouling adhered to the samples, but not in ceramic coatings during the two years experiments.
过去,暴露在海水中的人造结构仅包括用于开采化石资源的船舶、港口设施和海上平台,目前暴露在海水中的人造结构已扩展到所有用于海洋可再生能源领域的结构,如海浪、潮汐流或海洋流和海上风能。因此,本研究强调,海洋结构需要考虑陶瓷涂层在表面处理和海洋腐蚀控制领域的选择,而不要忽视影响与海水接触的结构的另一个主要问题,即生物污染现象。由于极端的操作条件和腐蚀性元素的存在,腐蚀是海上环境中的一个主要问题。耐腐蚀性可以代表无故障长期运行和代价高昂的停机时间之间的差异。另一方面,生物污垢被定义为生物沉积物在水下或与海水接触的人工表面粘附和积聚的不良现象,它会导致浮动结构的重量分布发生变化,影响其稳定性。此外,生物污垢导致腐蚀的方式与腐蚀导致生物污垢的方式相同,因此这两个因素是并行研究的。本研究评估了海洋结构用碳钢涂层涂料和陶瓷涂层上海水生物污垢总量的差异。这三种不同的陶瓷涂层都是由钛、钴和锰等抗生物污染的活性陶瓷颗粒制成的。本研究采用ASTM-D3623水下构筑物防护试验方法。本方法涵盖了在浅海环境中具有高生物活性的浸泡地点暴露两年的防污涂层的测试程序。调查结果表明,在实验结束时,钴基涂层具有最佳的防污性能,尽管在暴露的两年中附着的生物污垢没有显着差异,但在防污涂料方面表现出很大差异。当涂层厚度为217 μm,基底表面粗糙度(Ra)为0.245 μm时,生物污垢的粘附阻力最大。结果表明,油漆涂层中生物污垢的覆盖面积比陶瓷涂层大30%。另一方面,在两年的实验中,结果显示防污漆涂层逐渐降解,这意味着附着在样品上的生物污垢呈指数增长,但陶瓷涂层没有。
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引用次数: 0
Using human-centered design to develop a national research landscape for marine energy in the United States 利用以人为本的设计,在美国发展海洋能源的国家研究景观
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-223
Samantha Quinn, Shana Hirsch
In 2021, the United States Department of Energy (DOE) awarded the Pacific Ocean Energy Trust a grant to act as the coordinator of a foundational research network, ultimately named the University Marine Energy Research Community (UMERC). The community aims to facilitate connection between U.S. university researchers, industry, and government research laboratories to close common gaps in foundational research that are prohibiting the pathway to commercialization. To achieve this goal, UMERC held a series of workshops to create a Research Landscape (Landscape), which identified current challenges, gaps, research capabilities as well as uncovering additional questions about where the sector is headed. A human-centered design (HCD) approach was used throughout the three-workshop series.  HCD is a problem-solving and design technique that uses human perspective and emotion to develop solutions.  The stages of human centered design include inspiration, ideation, implementation and validation, or testing, in an iterative, or cyclical process that results in ongoing refinement.  HCD is carried out with the acknowledgement that values vary from context to context and are subject to change as people and technologies interact over time (Zachry and Spyridakis). It is through this approach that we are able to identify the current gaps and challenges and through the HCD approach, we will continue to refine the Landscape as current challenges and gaps are retired and new challenges and gaps arise. This will help account for the fast pace of innovation in the marine energy sector, where human-technology interactions are changing as the technology develops, and there are new entrants into the market.  With the current state of fluidity in technology design and application, what works at one location may not work at another location.  Using HCD methods and sensibilities, workshop participants, including individuals from universities, private sector companies and the national laboratories, we able to bring in their individual perspectives to develop the Landscape. Through the HCD process, the workshops revealed a set of values, tools, research interests and gaps and challenges. These were synthesized into what is now the current Landscape that can be found on the UMERC website.  The values are themes that should be considered when designing marine energy projects. These include community, innovation and new technologies or applications, education, sustainability, equity, blue economy, and collaboration.  The main challenges were condensed into four categories that include creating markets and a trained workforce, management and logistics, understanding and protecting the environment, and marine energy engineering, research and development. The tools are actions that can be carried out to overcome the main challenges.  Finally, a list of common research areas was identified under each main challenge area. Following our HCD methodology, our cycle of iteration will
2021年,美国能源部(DOE)授予太平洋能源信托基金一笔赠款,作为基础研究网络的协调员,最终命名为大学海洋能源研究社区(UMERC)。该社区旨在促进美国大学研究人员、工业界和政府研究实验室之间的联系,以弥合基础研究中阻碍商业化道路的普遍差距。为了实现这一目标,UMERC举办了一系列研讨会,以创建一个研究景观(Landscape),该景观确定了当前的挑战、差距、研究能力,并揭示了有关该行业发展方向的其他问题。在三个研讨会系列中使用了以人为中心的设计(HCD)方法。HCD是一种解决问题和设计技术,它使用人类的视角和情感来开发解决方案。以人为本的设计阶段包括灵感、构思、实现和验证,或测试,在迭代或循环过程中导致不断的改进。HCD的实施需要承认,价值观因环境而异,并且随着时间的推移,随着人和技术的相互作用,价值观也会发生变化(Zachry和Spyridakis)。正是通过这种方法,我们能够确定当前的差距和挑战,并通过HCD方法,随着当前的挑战和差距的消除和新的挑战和差距的出现,我们将继续完善景观。这将有助于解释海洋能源领域的快速创新,随着技术的发展,人类与技术的互动正在发生变化,并且有新的进入者进入市场。在目前技术设计和应用的流动性状态下,在一个地方起作用的东西可能在另一个地方不起作用。使用HCD方法和敏感性,研讨会参与者,包括来自大学,私营部门公司和国家实验室的个人,我们能够将他们的个人观点引入到景观开发中。通过HCD过程,讲习班揭示了一套价值观、工具、研究兴趣以及差距和挑战。这些被合成成现在的景观,可以在UMERC网站上找到。这些价值是在设计海洋能源项目时应考虑的主题。其中包括社区、创新和新技术或应用、教育、可持续性、公平、蓝色经济和合作。主要的挑战被归纳为四类,包括创造市场和训练有素的劳动力、管理和物流、了解和保护环境、海洋能源工程、研究和开发。这些工具是可以用来克服主要挑战的行动。最后,在每个主要挑战领域下确定了共同研究领域的列表。按照我们的HCD方法,我们的迭代周期将很快再次开始。虽然当前的景观是一个基准,但接下来的步骤包括一系列行业-学术头脑风暴会议,旨在创建合作项目以应对挑战,并提出一份常见的技术不可知论挑战清单,希望推动未来的研究资金。
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引用次数: 0
Hybrid linear potential flow - machine learning model for enhanced prediction of WEC performance 用于增强WEC性能预测的混合线性势流-机器学习模型
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-321
C. Eskilsson, Sepideh Pashami, Anders Holst, Johannes Palm
Numerical models based on the linear potential flow equations are of paramount importance in the design of wave energy converters (WECs). Over the years methods such as wave stretching, nonlinear Froude-Krylov and Morrison drag have been developed to overcome the short-comings of the underlying assumptions of small amplitude wave, small motion and inviscous flow. In this work we present a different approach to enhance the performance of the linear method: a hybrid linear potential flow – machine learning (LPF-ML) model. A hierarchy of high-fidelity models – Reynolds-Averaged Navier-Stokes, Euler and fully nonlinear potential flow – is used to create training data for correction factors targeting nonlinear hydrodynamics, pressure drag and skin friction, respectively. Long short-term memory (LSTM) networks are then trained and added to the LPF model. LSTM networks are heavy to train but fast to evaluate so the computational efficiency of the LPF model is kept high. Simple decay tests of generic bodies (sphere, box, etc) are used to validate the LPF-ML model. Finally, the LPF-ML is applied to a model-scale point-absorber WEC to assess the power production.
基于线性势流方程的数值模型在波浪能转换器的设计中具有至关重要的意义。多年来,波浪拉伸、非线性Froude-Krylov和Morrison阻力等方法已经发展起来,以克服小振幅波、小运动和非粘性流动的基本假设的缺点。在这项工作中,我们提出了一种不同的方法来增强线性方法的性能:混合线性势流-机器学习(LPF-ML)模型。高保真度模型——reynolds - average Navier-Stokes模型、Euler模型和全非线性势流模型——分别用于为非线性流体动力学、压力阻力和表面摩擦校正因子创建训练数据。然后训练长短期记忆(LSTM)网络并将其添加到LPF模型中。LSTM网络训练量大,但评估速度快,因此LPF模型的计算效率很高。一般物体(球体、箱形体等)的简单衰变试验用于验证LPF-ML模型。最后,将LPF-ML应用于模型尺度的点吸收体WEC来评估发电量。
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引用次数: 0
Ensuring Resilience in Ocean Energy Power Plants: A Survey of Cybersecurity Measures 确保海洋能源发电厂的弹性:网络安全措施调查
Pub Date : 2023-09-02 DOI: 10.36688/ewtec-2023-452
T. Nazaré, L. Nardo, J. Arias-Garcia, E. Nepomuceno
Offshore Renewable Energy (ORE) is a promising solution to address the challenges of climate change and the depletion of fossil fuels [1]. Wave power, a form of ORE, is considered one of the purest energy sources with significant growth potential [2]. In addition to investing in these energy sources, nations are also working to enhance the protection of Critical Infrastructure (CI). CI encompasses all services crucial to the functioning of society and the economy, including electric power systems and their various forms of generation, such as renewable energy sources. Hence, in addition to exploring various forms of power generation, the cybersecurity of the networks connecting the devices in these systems is a crucial aspect to consider to prevent attacks and minimize the risk of cyber threats to suppliers and customers [3]. For instance, the European Commission states that reducing CI vulnerability and increasing its resilience is one of the main objectives of the European Union. However, to date, a comprehensive review that synthesizes the various approaches to cybersecurity in ocean energy is yet to be published. The objective of this study is to present a comprehensive survey of the application of cybersecurity measures to renewable energy sources, with a specific focus on ocean energy. A systematic review of the literature was carried out, following the steps outlined by Kitchenham [4]. The methodology steps are illustrated in the flowchart (see Figure 1). Of the 49 articles selected, three main study topics emerged: i) smart ocean, ii) cybersecurity for renewable energy systems, and iii) marine data security. These three topics are interrelated as a smart ocean can be considered as an integrated sensing, communication, and computing ecosystem that connects marine objects in surface and underwater environments [5]. Once the wave energy converters (WECs) are installed, it is also essential to develop safety systems for these devices, as demonstrated in the first report on cybersecurity guidance for MRE (Marine Renewable Energy) systems [6] prepared by the Pacific Northwest National Laboratory (PNNL). In preparation for this report, researchers reviewed the cyber threats and vulnerabilities of information technology (IT) and operational technology (OT) equipment used in various WEC models. Figure 2 presents an example of the possible threats and attacks on WEC devices. In conclusion, this article provides a comprehensive survey of the application of cybersecurity measures in ocean energy, highlighting the importance of reducing vulnerability in the cybersecurity of power plants in this sector. Through a systematic review of the literature, three main study topics were identified and analysed, providing a valuable resource for future research in this area. The findings of this study can inform and guide the development of more secure and resilient systems, contributing to the overall improvement of critical infrastructure in the field of oce
海上可再生能源(ORE)是应对气候变化和化石燃料枯竭挑战的一个有前途的解决方案[1]。波浪能是一种ORE,被认为是最纯净的能源之一,具有显著的增长潜力[2]。除了投资这些能源外,各国还在努力加强对关键基础设施(CI)的保护。CI涵盖了对社会和经济运作至关重要的所有服务,包括电力系统及其各种形式的发电,如可再生能源。因此,除了探索各种形式的发电之外,这些系统中连接设备的网络的网络安全是需要考虑的关键方面,以防止攻击并最大限度地降低供应商和客户的网络威胁风险[3]。例如,欧盟委员会指出,减少CI脆弱性并增加其弹性是欧盟的主要目标之一。然而,迄今为止,尚未发表一篇综合各种海洋能源网络安全方法的综合综述。本研究的目的是对网络安全措施在可再生能源中的应用进行全面调查,特别关注海洋能源。按照Kitchenham[4]概述的步骤,对文献进行了系统回顾。方法步骤如流程图所示(见图1)。在所选的49篇文章中,出现了三个主要研究主题:i)智能海洋,ii)可再生能源系统的网络安全,以及iii)海洋数据安全。这三个主题是相互关联的,因为智能海洋可以被认为是一个集成的传感、通信和计算生态系统,它连接了水面和水下环境中的海洋物体[5]。一旦安装了波浪能转换器(WECs),就必须为这些设备开发安全系统,正如太平洋西北国家实验室(PNNL)编写的关于MRE(海洋可再生能源)系统网络安全指南的第一份报告[6]所示。为了准备这份报告,研究人员回顾了各种WEC模型中使用的信息技术(IT)和操作技术(OT)设备的网络威胁和漏洞。图2展示了针对WEC设备的可能威胁和攻击的示例。总之,本文对海洋能源领域网络安全措施的应用进行了全面调查,强调了减少该领域电厂网络安全脆弱性的重要性。通过对文献的系统回顾,确定并分析了三个主要的研究主题,为该领域的未来研究提供了宝贵的资源。这项研究的结果可以为开发更安全、更有弹性的系统提供信息和指导,有助于全面改善海洋能源领域的关键基础设施。因此,本文为解决不断变化的能源格局所带来的挑战以及保护关键基础设施免受网络威胁的需求做出了重大贡献。请参阅上传的PDF以查看参考文献和图表。
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引用次数: 0
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Proceedings of the European Wave and Tidal Energy Conference
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