Zhimin Zhang

Dr. Zhimin Zhang

University of Science and Technology Beijing, Beijing, China
orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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13 March 2021 in Artificial Intelligence Review
Verified
Journal Article
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ZZZhimin Zhang
Zhimin Zhang
HNHuansheng Ning
Huansheng Ning
FSFeifei Shi
Feifei Shi
FFFadi Farha
Fadi Farha
YXYang Xu
Yang Xu
KCKim-Kwang Raymond Choo
Kim-Kwang Raymond Choo

17 September 2022 in Energies
Verified
Journal Article
Open access
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Jianguo DingJianguo Ding
Jianguo Ding
AQAttia Qammar
Attia Qammar
ZZZhimin Zhang
Zhimin Zhang
AKAhmad Karim
Ahmad Karim
HNHuansheng Ning
Huansheng Ning
Smart Grids (SGs) are governed by advanced computing, control technologies, and networking infrastructure. However, compromised cybersecurity of the smart grid not only affects the security of existing energy systems but also directly impacts national security. The increasing number of cyberattacks against the smart grid urgently necessitates more robust security protection technologies to maintain the security of the grid system and its operations. The purpose of this review paper is to provide a thorough understanding of the incumbent cyberattacks’ influence on the entire smart grid ecosystem. In this paper, we review the various threats in the smart grid, which have two core domains: the intrinsic vulnerability of the system and the external cyberattacks. Similarly, we analyze the vulnerabilities of all components of the smart grid (hardware, software, and data communication), data management, services and applications, running environment, and evolving and complex smart grids. A structured smart grid architecture and global smart grid cyberattacks with their impact from 2010 to July 2022 are presented. Then, we investigated the the thematic taxonomy of cyberattacks on smart grids to highlight the attack strategies, consequences, and related studies analyzed. In addition, potential cybersecurity solutions to smart grids are explained in the context of the implementation of blockchain and Artificial Intelligence (AI) techniques. Finally, technical future directions based on the analysis are provided against cyberattacks on SGs.

22 July 2022 in IEEE Transactions on Intelligent Transportation Systems
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Journal Article
Closed access
ZZZhimin Zhang
Zhimin Zhang
HNHuansheng Ning
Huansheng Ning
FZFang Zhou
Fang Zhou
The appearance of fatigue is not conducive to driving activities because this state can affect driving performance and even cause life-threatening consequences. To reduce various traffic accidents caused by fatigue, researchers began to explore effective fatigue monitoring systems to detect this unfavorable state early. This paper systematically surveys the research on driving fatigue monitoring from three aspects: data acquisition, feature extraction, and fatigue assessment. Furthermore, this paper analyzes the differences between active and passive fatigue, fatigue and sleepiness, as well as fatigue and transportation scenarios. Finally, some open issues on driving fatigue monitoring are proposed, which will be the key research directions for future developments.

6 May 2024 in Expert Systems with Applications
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Journal Article
Closed access
ZZZhimin Zhang
Zhimin Zhang
HWHongmei Wang
Hongmei Wang
QYQian You
Qian You
LCLiming Chen
Liming Chen
HNHuansheng Ning
Huansheng Ning

9 December 2023 in Information Fusion
Verified
Journal Article
Closed access
ZZZhimin Zhang
Zhimin Zhang
FZFan Zhang
Fan Zhang
LMLingfeng Mao
Lingfeng Mao
CCCheng Chen
Cheng Chen
HNHuansheng Ning
Huansheng Ning

25 November 2020 in IEEE Internet of Things Journal
Verified
Journal Article
Closed access
HNHuansheng Ning
Huansheng Ning
ZZZhimin Zhang
Zhimin Zhang
Mahmoud DaneshmandMahmoud Daneshmand
Mahmoud Daneshmand
Physical space appeared with the birth of the earth. With the emergence of social space, thinking space, and cyberspace (STCs), things in physical space are continuously enriched. Consequently, the PhiNet, an abstracted network concept such as relationships between things, is becoming more complex. Physical space plays a fundamental role in promoting the connection and development with the other three spaces. We think that PhiNet of Things (PoT) is a unified description of pure physical space and the evolving physical space affected by STCs. While the Internet of Things (IoT) is described from a cyber view, in this paper, the definition of PoT is put forward from a natural view. Besides, the evolution of PoT is identified by the time sequence in which the four spaces appeared. At each stage, research is carried out from two perspectives of things and PhiNet, and two specific examples are presented to illustrate the change process of things and the related PhiNet. In addition, two applications are listed to explain the usability of PoT in the current development stage. Finally, the paper gives the possible future development direction of PoT. The purpose of this paper is to illustrate the fundamental role of physical space in the continuous development through time sequence.