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Session details: Architecture 会话细节:架构
Neeraj Kumar
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引用次数: 0
An Efficient and Secure Directed Diffusion in Industrial Wireless Sensor Networks 工业无线传感器网络中高效安全的定向扩散
Jayasree Sengupta, S. Ruj, S. Bit
Industrial Wireless Sensor Networks (IWSNs) are an extension of the Internet of Things paradigm that integrates smart sensors in industrial processes. However, the unattended open environment makes IWSNs vulnerable to malicious attacks, such as node compromise in addition to eavesdropping. The compromised nodes can again launch notorious attacks such as the sinkhole or sybil attack which may degrade the network performance. In this paper, we propose a lightweight, Secure Directed Diffusion (SDD) protocol. The algorithm for the proposed protocol uses bilinear pairing to derive a location-based key (LK) by binding the ID and geographic location of a node, thereby ensuring neighborhood authentication. Thus, authenticated nodes can prevent eavesdropping, node compromise including sinkhole and sybil attacks while ensuring confidentiality, authenticity, integrity with reduced latency. Finally, through security analysis, we prove that basic security is maintained and above-mentioned attacks are also prevented. We also compute storage, computation and communication overheads which show that SDD performs at least 2.6 times better in terms of storage overhead and at least 1.3 times better in terms of communication overhead over the other state-of-the-art competing schemes for attack preventions in WSN domain.
工业无线传感器网络(iwsn)是物联网范例的延伸,它将智能传感器集成到工业过程中。然而,无人值守的开放环境使iwsn容易受到恶意攻击,如节点泄露和窃听。被攻破的节点可能再次发起臭名昭著的攻击,如天坑攻击或sybil攻击,从而降低网络性能。在本文中,我们提出了一个轻量级的、安全的定向扩散(SDD)协议。该协议的算法采用双线性配对,通过绑定节点的ID和地理位置来获得基于位置的密钥LK,从而保证了邻居认证。因此,通过身份验证的节点可以防止窃听、节点泄露(包括天坑攻击和sybil攻击),同时确保机密性、真实性和完整性,减少延迟。最后,通过安全分析,证明基本安全得到了维护,上述攻击也得到了防范。我们还计算了存储,计算和通信开销,表明SDD在存储开销方面的性能至少好2.6倍,在通信开销方面的性能至少好1.3倍,在WSN域中用于攻击预防的其他最先进的竞争方案。
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引用次数: 9
Industrial Communication " A Three Step Rocket 工业通信“三步火箭”
Linus Thrybom
We currently experience a major evolution step in the connectivity space, a step which will have substantial impact on the future industrial communication networks. New services will become affordable, new solutions will be possible, but there are also new challenges ahead. Previously, the take up of both IP/Ethernet and IEEE 802.15.4 in the industrial domains, gave a similar boost into the industrial communication. And well before that, the serial fieldbuses made their entrance into industrial systems, and these installations are to a large extent still in use. The ongoing development of Ethernet TSN (Time Sensitive Networks) and 5G (the next generation telecommunication standard), supported by technologies like AI (Artificial Intelligence) will be the third major evolution phase for industrial communication, and it will highly impact the future industrial communication the next years to come. In this talk I will analyze the applications that can make benefit of TSN and 5G, and what the main challenges are to reach them. The talk will also address what we should learn from the two previous evolution phases and how that will influence the future connectivity research and development. Additionally, the traditional industries no longer develop everything on their own as they used to do, the development speed and business climate instead emphasize collaborations with partners, academia and startup companies. Some examples on how this can be accomplished will also be presented.
我们目前正在经历连接领域的一个重大演变阶段,这一阶段将对未来的工业通信网络产生重大影响。新的服务将变得负担得起,新的解决方案将成为可能,但前面也有新的挑战。以前,IP/以太网和IEEE 802.15.4在工业领域的采用,对工业通信产生了类似的推动作用。早在那之前,串行现场总线就进入了工业系统,这些装置在很大程度上仍在使用。在AI(人工智能)等技术的支持下,以太网TSN(时间敏感网络)和5G(下一代电信标准)的持续发展将成为工业通信的第三个主要发展阶段,并将在未来几年对未来的工业通信产生重大影响。在这次演讲中,我将分析可以利用TSN和5G的应用,以及实现它们的主要挑战是什么。讲座还将讨论我们应该从前两个发展阶段中学到什么,以及这将如何影响未来的连接研究和发展。此外,传统行业不再像过去那样独自开发一切,发展速度和商业环境反而强调与合作伙伴,学术界和初创公司的合作。还将介绍如何实现这一点的一些示例。
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引用次数: 0
Digitalization of Electromechanical Auxiliary Relays in Substation Automation System 变电站自动化系统中机电辅助继电器的数字化
Aravind Ingalalli, S. Bhadra, Ashoka Shyamaprasad
Electromechanical Auxiliary (EA) relays aid in flexible and reliable protection solutions for a range of power system protection applications.. The conventional EA relays are simple low-end stand-alone devices without any data processing and communication capabilities. However, with the effect of digitalization and internet of things, the market trend is towards integrating the plant information with innovative, data-based services. Therefore, the low-end EA relays need to be augmented with smart, light weight communication solution along with the necessary edge computing which can cater to the digitalization requirement. The challenge lies is in providing light weight smart solution for EA relays without major hardware upgrade. The EA relays with the communication module need to be configured appropriately so that they become a part of Substation Automation System. Intelligent Electronic Devices (IEDs) in the Substation Automation Network are configured as per the IEC 61850-6 standard and configuring these IEDs is an effort consuming job. EA relays with the communication module possess very limited functionality and auto configuration for such modules is of high importance in order to minimize engineering efforts. This paper also describes the auto configuration methodology for the communication module when the module is connected to the Substation Automation Network and each of EA relays are represented uniquely and appropriately in the remote digital platform.
机电辅助(EA)继电器为一系列电力系统保护应用提供灵活可靠的保护解决方案。传统的EA继电器是简单的低端独立设备,没有任何数据处理和通信能力。然而,随着数字化和物联网的影响,市场趋势是将工厂信息与创新的、基于数据的服务相结合。因此,低端EA继电器需要增强智能,轻量级通信解决方案以及必要的边缘计算,以满足数字化需求。挑战在于为EA继电器提供轻量级智能解决方案,而无需进行重大硬件升级。带通信模块的EA继电器需要进行适当的配置,使其成为变电站自动化系统的一部分。变电站自动化网络中的智能电子设备(ied)是按照IEC 61850-6标准配置的,配置这些ied是一项费时的工作。带有通信模块的EA继电器具有非常有限的功能,为了最大限度地减少工程工作量,这些模块的自动配置非常重要。本文还介绍了通信模块连接到变电站自动化网络时的自动组态方法,并在远程数字平台中对每个EA继电器进行了唯一的、适当的表示。
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引用次数: 0
Industrial CPS over Wireless Networks: Performance, Design, Inference, Control 工业CPS无线网络:性能,设计,推理,控制
Anurag Kumar
Practical implementations of Industrial Cyber Physical Systems will typically involve substantial wireless networking, due to ease of deployment, retrofitting, expansion, and reconfiguration. The wireless platform will be the Internet of Things, based on existing wireless networking standards (e.g., IEEE 802.11, IEEE 802.15.4) or proprietary wireless technologies. Unlike the use of in-building wireless networks for Internet access, IoT networks for Industrial CPS applications will need to be designed for desired levels of performance. In this talk, after introducing the topic, we will provide insights into the performance of commonly used indoor wireless technologies for IoT, the design of IoT networks, and also glimpses of issues in inference and control over such networks.
由于易于部署、改造、扩展和重新配置,工业网络物理系统的实际实现通常涉及大量无线网络。无线平台将是基于现有无线网络标准(如IEEE 802.11、IEEE 802.15.4)或专有无线技术的物联网。与使用建筑内无线网络进行互联网接入不同,工业CPS应用的物联网网络需要根据所需的性能水平进行设计。在本次演讲中,在介绍主题之后,我们将提供对物联网常用室内无线技术性能的见解,物联网网络的设计,以及对此类网络的推理和控制问题的概述。
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引用次数: 0
Session details: Applications 会话详细信息:应用
S. Misra
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引用次数: 0
Proceedings of the 1st International Workshop on Future Industrial Communication Networks 第一届未来工业通信网络国际研讨会论文集
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引用次数: 0
Intent-based Networks: An Industrial Perspective 基于意图的网络:工业视角
Barun Kumar Saha, D. Tandur, Luca Haab, Lukasz Podleski
Intent-based Networks (IBNs) present a paradigm shift in conventional networking by allowing users to express what is required from a network, while internally resolving the detailed steps necessary to achieve that goal. Consequently, not only human effort, but chances of errors are also reduced. Moreover, once an intended state is achieved, IBN ensures that it is maintained unless a user requests otherwise. In this paper, we present an industrial perspective of IBN. In particular, we identify several use cases in the context of industrial networks that can potentially benefit from IBN. Subsequently, we propose an architecture of IBN, and elaborate how the different use cases can be realized using it. In addition, we present a case study on the use of intents with a widely used framework. Although, there still are a few challenges along the IBN way, when addressed, IBN can bring down an organization's expenses while improving its efficiency and reliability at the same time.
基于意图的网络(ibn)通过允许用户表达从网络中需要什么,同时在内部解决实现该目标所需的详细步骤,在传统网络中提出了一种范式转变。因此,不仅减少了人力,而且还减少了出错的机会。此外,一旦达到预期状态,IBN将确保维护该状态,除非用户提出其他请求。在本文中,我们提出了一个工业视角的IBN。特别地,我们在工业网络上下文中确定了几个可能从IBN中获益的用例。随后,我们提出了IBN的体系结构,并详细说明了如何使用它来实现不同的用例。此外,我们还提供了一个关于使用广泛使用的框架的意图的案例研究。尽管在IBN的道路上仍然存在一些挑战,但如果加以解决,IBN可以降低组织的开支,同时提高其效率和可靠性。
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引用次数: 12
Anomaly Detection Algorithms for Smart Metering using Swarm Intelligence 基于群体智能的智能电表异常检测算法
Pradeep Subhash Paikrao, R. Bose
Advancement in the information and communication technology has introduced Advanced Metering Infrastructure (AMI) in the electricity metering system, which has replaced old mechanical meters with smart electric meters. This modernization also introduced a lot of scope for the different anomalies and attacks on smart meters. Hence to tackle these challenges, we have proposed three anomaly detection algorithms (VBA, HBA, KBA) which are truly based on the principles of Swarm Intelligence (SI). The swarm intelligence is the emerging subbranch of artificial intelligence which studies the collective intelligence of groups of simple agents. The theory is corroborated by its performance in terms of probability of detection and probability of false alarm. The proposed algorithms entrust the probability of detection and probability of false alarm close to 1.00 and 0.17 respectively.
随着信息通信技术的进步,在电力计量系统中引入了先进计量基础设施(AMI),用智能电表取代了旧的机械电表。这种现代化还为智能电表的不同异常和攻击提供了很大的空间。因此,为了应对这些挑战,我们提出了三种真正基于群体智能(SI)原理的异常检测算法(VBA, HBA, KBA)。群体智能是人工智能的一个新兴分支,主要研究简单智能体群体的集体智能。从检测概率和虚警概率两方面验证了该理论的有效性。提出的算法使检测概率和虚警概率分别接近1.00和0.17。
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引用次数: 2
A Game of Incentives: An Efficient Demand Response Mechanism using Fleet of Electric Vehicles 激励博弈:基于电动车队的有效需求响应机制
K. Kaur, S. Garg, Neeraj Kumar, Albert Y. Zomaya
With the explosive penetration of Electric Vehicles (EVs) in the last decade, the load on the existing grids have exaggerated manifold. This has led to severe demand-supply imbalances causing grid instability and reliability issues. Towards this end, Demand Reponse (DR) management has been identified as an important means to tackle this problem. Thus, in this paper, a robust Stackelberg Game has been proposed wherein the Utility Provider (UP) and fleet of EVs are assumed to be playing the roles of a competitive leader and followers, respectively. In the considered game, EVs charging problem has been formulated as a non-cooperative game; in which EVs decide their charging slot in accordance with the real-time electricity prices announced by the UP. The existence and uniqueness of the formulated Stackelberg Game has been theoretically proved in the paper. Further, the efficacy of the formulated game has been validated on real-time data traces obtained from Haryana State Electricity Board, India.
近十年来,随着电动汽车的迅猛发展,现有电网的负荷成倍增加。这导致了严重的供需失衡,导致电网不稳定和可靠性问题。为此,需求响应(DR)管理已被确定为解决这一问题的重要手段。因此,本文提出了一个稳健的Stackelberg博弈,其中假设公用事业提供商(UP)和电动汽车车队分别扮演竞争性领导者和追随者的角色。在考虑的博弈中,电动汽车充电问题被表述为一个非合作博弈;其中,电动汽车根据UP公布的实时电价决定充电时段。本文从理论上证明了公式化的Stackelberg对策的存在唯一性。此外,制定的游戏的功效已在印度哈里亚纳邦电力局获得的实时数据痕迹上得到验证。
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引用次数: 9
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Proceedings of the 1st International Workshop on Future Industrial Communication Networks
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