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IEEE Transactions on Industrial Informatics
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This article proposes predictive optimal switching-vector controlled virtual synchronous machine (VSM) for three-phase microgrid applications, which inherits self-synchronization and islanding detection technique within the controller. A novel synchronization gain is introduced here, to modify the frequency reference in VSMs. This integrates the synchronization and islanding detection within the control loop, thereby, resulting in smooth system responses without causing stability issues associat...
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#1Nandha Kumar Kandasamy (SUTD: Singapore University of Technology and Design)H-Index: 4
Electric power supply is crucial for the effective operation of many sectors such as manufacturing, health care, etc. Further, electrification of the transportation network including metro-rail systems and personal electric vehicles necessitates capacity expansion of power distribution system (PDS). Capacity expansion in PDSs is seeing a clear paradigm shift from component upgrades to the incorporation of distributed energy resources. Though renewable energy sources are attractive from the susta...
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#1Tian Wang (Huaqiao University)H-Index: 23
#2Pan WangH-Index: 1
Last. Mande Xie (ZJSU: Zhejiang Gongshang University)H-Index: 9
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With the increase of the number of IIOT devices in industrial environments, security threats and quality of service (QoS) issues increase drastically. Internal attack is one type of important security threat that makes service environment worse and less reliable. However, there is no unified and fine-grained trust evaluation mechanism to deal with the threats of internal attack and improve QoS of IIoT. To this end, a unified trustworthy environment based on edge computing is established and main...
7 CitationsSource
#1Khan Muhammad (Sejong University)H-Index: 22
#2Hussain TanveerH-Index: 1
Last. Victor Hugo C. de Albuquerque (Unifor)H-Index: 28
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The exponential growth in production of video contents in industries reaps an extreme need of Video Summarization (VS) techniques for optimal storage and preservation of key information for detailed analysis. Compared to other domains, industrial videos are more challenging to process due to their diverse nature with complex events, which make its online processing a difficult task. In this paper, we introduce an online system for intelligent video capturing, coarse and fine redundancy removal, ...
2 CitationsSource
Trustworthiness is the probability that a system will function according to intended behaviors under a set of circumstances as demonstrated by qualities including, but not limited to safety, security, privacy, reliability, real timeliness. Trustworthiness in the industrial Internet of Things (IIoT) systems and applications is crucial to a vital expectation of industrial investors. Preserving the trustworthiness of such a system and network is crucial to void cost, time, and loss of lives. A trus...
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Safety considerations call for deployment of autonomous ground vehicles in defense and high risk zones for transport of goods from one point to another. Such vehicles face the threat of an intelligent autonomous adversary that may disrupt the transfer of material. This article investigates the challenges involved in autonomous protection of a delivery agent, via a land-based rescue agent, before interception of the delivery agent by the adversary occurs. In particular, we study how effectively a...
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#1Huan WangH-Index: 1
#2Zhiliang LiuH-Index: 19
Last. Yong QinH-Index: 10
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Recently, deep-learning-based fault diagnosis methods have been widely studied for rolling bearings. However, these neural networks are lack of interpretability for fault diagnosis tasks. That is, how to understand and learn discriminant fault features from complex monitoring signals remains a great challenge. Considering this challenge, this article explores the use of the attention mechanism in fault diagnosis networks and designs attention module by fully considering characteristics of rollin...
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Industrial Internet of Things (IIoT) is revolutionizing many leading industries such as energy, agriculture, mining, transportation, and healthcare. IIoT is a major driving force for Industry 4.0, which heavily utilizes machine learning (ML) to capitalize on the massive interconnection and large volumes of IIoT data. However, ML models that are trained on sensitive data tend to leak privacy to adversarial attacks, limiting its full potential in Industry 4.0. This article introduces a framework n...
3 CitationsSource
Under weak grid, wind farm can easily cause subsynchronous resonance (SSR) owing to the impedance interaction between wind farm and grid. In this article, a synchronous compensator with battery energy storage system (STATCOM/BESS) is connected in parallel with grid to suppress this SSR. Meanwhile, analogizing virtual synchronous generator (VSG), an enhancing grid stiffness control strategy is proposed for STATCOM/BESS with low rated active power and high rated reactive power. According to the de...
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Today, with the emergence of the industry revolu- tion systems such as Industry 4.0, Internet of Things and big data frameworks pose new challenges in terms of storage and processing of real time data. As systems scale in humongous sizes, a crucial task is to administer the variety of different sub-systems and applications to ensure high performance. This is directly related with the identification and elimination of system failures and errors, while the system runs. In particular, database syst...
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Top fields of study
Distributed computing
Control engineering
Computer science
Control theory
Real-time computing
Control theory