Yu Liu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Yu Liu has a total of 24 co-authors. Here are the top co-authors by number of shared publications:
- Yilu Liu
Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA
6 shared publications - Biao Sun
Department of Electrical Engineering & Computer Science, Tickle College of Engineering, The University of Tennessee at Knoxville, Knoxville, TN 37996, USA
4 shared publications - Yuru Wu
Department of Electrical Engineering and Computer Science, The University of Tennessee, Knoxville, TN, USA
4 shared publications - Jiahui Yang
Department of Electrical Engineering and Computer Science, The University of Tennessee, Knoxville, TN, USA
3 shared publications - Qian Liu
Department of Electrical Engineering & Computer Science, Tickle College of Engineering, The University of Tennessee at Knoxville, Knoxville, TN 37996, USA
3 shared publications - Jiahui Yang
Department of Electrical Engineering & Computer Science, Tickle College of Engineering, The University of Tennessee at Knoxville, Knoxville, TN 37996, USA
2 shared publications
Latest Publications
- 21 May 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Delivery
- Vol. PP (08858977) , 1-20
Quantitative Metrics for Evaluating Grid Strength Across Power System Stability Domains: A Review
The increasing integration of inverter-based resources (IBRs) is reducing grid strength, making accurate assessment essential for reliable and stable power system operation. Quantitative metrics offer systematic and practical tools for evaluating grid strength, supporting both planning and operational decisions. This paper provides a comprehensive review of quantitative metrics for grid strength assessment across static, small-signal, and transient stability domains. Metrics are categorized and discussed in terms of their definitions, derivation methods, advantages, and limitations, with particular attention to the effects of IBR interactions, network topology, and control strategies. Relevant stability criteria, practical applicability, and recommended threshold values are also summarized. This review aims to support system planners and operators in selecting and applying appropriate grid strength metrics in power systems with high IBR penetration.
- 21 May 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Delivery
- Vol. PP (08858977) , 1-20
Quantitative Metrics for Evaluating Grid Strength Across Power System Stability Domains: A Review
The increasing integration of inverter-based resources (IBRs) is reducing grid strength, making accurate assessment essential for reliable and stable power system operation. Quantitative metrics offer systematic and practical tools for evaluating grid strength, supporting both planning and operational decisions. This paper provides a comprehensive review of quantitative metrics for grid strength assessment across static, small-signal, and transient stability domains. Metrics are categorized and discussed in terms of their definitions, derivation methods, advantages, and limitations, with particular attention to the effects of IBR interactions, network topology, and control strategies. Relevant stability criteria, practical applicability, and recommended threshold values are also summarized. This review aims to support system planners and operators in selecting and applying appropriate grid strength metrics in power systems with high IBR penetration.
- Open Access
- 9 March 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 14, 37476-37486
A Pulsar-Inspired Timing Framework for Power System: Optimization and Performance Evaluation
Due to their excellent stability, neutron pulsar stars are considered promising candidate timing sources for power system applications. However, the complexity of pulsar signals necessitates advanced processing algorithms to provide accurate timing references. This paper presents the foundational framework for pulsar signal processing, serving as the basis for further optimization. To enhance the timing accuracy and computation efficiency in pulsar period searches, three algorithms are proposed as the initial optimization step: wavelet de-noising, fast folding, and cross-correlation for profile evaluation. Wavelet de-noising improves signal-to-noise ratio (SNR) by 36%–70%. Fast folding reduces computation time from hundreds of seconds to mere milliseconds. Cross-correlation works better than traditional SNR-based methods by effectively identifying the optimal period. The performance of the proposed algorithms is evaluated using observation data from telescopes. Together, these algorithms significantly improve pulsar timing performance, reducing the error of the Pulse Per Second (PPS) signal from hundreds to tens of microseconds.
- 9 March 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 14, 37476-37486
Open AccessA Pulsar-Inspired Timing Framework for Power System: Optimization and Performance Evaluation
Due to their excellent stability, neutron pulsar stars are considered promising candidate timing sources for power system applications. However, the complexity of pulsar signals necessitates advanced processing algorithms to provide accurate timing references. This paper presents the foundational framework for pulsar signal processing, serving as the basis for further optimization. To enhance the timing accuracy and computation efficiency in pulsar period searches, three algorithms are proposed as the initial optimization step: wavelet de-noising, fast folding, and cross-correlation for profile evaluation. Wavelet de-noising improves signal-to-noise ratio (SNR) by 36%–70%. Fast folding reduces computation time from hundreds of seconds to mere milliseconds. Cross-correlation works better than traditional SNR-based methods by effectively identifying the optimal period. The performance of the proposed algorithms is evaluated using observation data from telescopes. Together, these algorithms significantly improve pulsar timing performance, reducing the error of the Pulse Per Second (PPS) signal from hundreds to tens of microseconds.
- Open Access
- 18 August 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 13, 146707-146721
Enhancing Time Synchronization in Smart Grid With White Rabbit: Theory, Architecture, and Challenges
The smart grid aims to provide economically efficient and sustainable power to consumers with high quality and security. However, the increasing integration of distributed renewable energy sources presents challenges for smart grid protection and control systems. To enhance smart grid operations, this article introduces White Rabbit (WR) as a more precise and accurate time synchronization technique. To explore White Rabbit’s potential applications in the smart grid, this study first explains existing time synchronization techniques and their limitations, followed by an analysis of the role and importance of time synchronization in smart grids. A comprehensive survey is then conducted, covering the theories, principles, implementations, performances, and existing application cases of White Rabbit. The findings suggest that White Rabbit is a promising technique for smart grid deployment. However, several challenges remain on the path to large-scale implementation. These challenges are analyzed in detail, highlighting key areas for future research.
- 18 August 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 13, 146707-146721
Open AccessEnhancing Time Synchronization in Smart Grid With White Rabbit: Theory, Architecture, and Challenges
The smart grid aims to provide economically efficient and sustainable power to consumers with high quality and security. However, the increasing integration of distributed renewable energy sources presents challenges for smart grid protection and control systems. To enhance smart grid operations, this article introduces White Rabbit (WR) as a more precise and accurate time synchronization technique. To explore White Rabbit’s potential applications in the smart grid, this study first explains existing time synchronization techniques and their limitations, followed by an analysis of the role and importance of time synchronization in smart grids. A comprehensive survey is then conducted, covering the theories, principles, implementations, performances, and existing application cases of White Rabbit. The findings suggest that White Rabbit is a promising technique for smart grid deployment. However, several challenges remain on the path to large-scale implementation. These challenges are analyzed in detail, highlighting key areas for future research.
- Top Cited PapersOpen Access
Time Synchronization Techniques in the Modern Smart Grid: A Comprehensive Survey
In modern smart grids, accurate and synchronized time signals are essential for effective monitoring, protection, and control. Various time synchronization methods exist, each tailored to specific application needs. Widely adopted solutions, such as GPS, however, are vulnerable to challenges such as signal loss and cyber-attacks, underscoring the need for reliable backup or supplementary solutions. This paper examines the timing requirements across different power grid applications and provides a comprehensive review of available time synchronization mechanisms. Through a comparative analysis of timing methods based on accuracy, flexibility, reliability, and security, this study offers insights to guide the selection of optimal solutions for seamless grid integration.
Top Cited PapersOpen AccessTime Synchronization Techniques in the Modern Smart Grid: A Comprehensive Survey
In modern smart grids, accurate and synchronized time signals are essential for effective monitoring, protection, and control. Various time synchronization methods exist, each tailored to specific application needs. Widely adopted solutions, such as GPS, however, are vulnerable to challenges such as signal loss and cyber-attacks, underscoring the need for reliable backup or supplementary solutions. This paper examines the timing requirements across different power grid applications and provides a comprehensive review of available time synchronization mechanisms. Through a comparative analysis of timing methods based on accuracy, flexibility, reliability, and security, this study offers insights to guide the selection of optimal solutions for seamless grid integration.
- Open Access
Pulsar’s Application in Energy Systems: Review of Current Status, Challenges, and Opportunities
To accelerate progress toward the realization of advanced energy systems, this review explores the potential of pulsar technology to create a more stable, economical, and environmentally friendly energy infrastructure. Pulsars, with their precise and reliable timing characteristics, have emerged as a promising tool for enhancing energy systems. This review begins by examining the development history of pulsar technology, shedding light on its evolution and the milestones achieved. It then provides a comprehensive summary of the current state of research, highlighting recent advancements and breakthroughs in this field. It also explores transformative pulsar applications in energy systems, including improved grid stability, advanced energy synchronization, and efficient energy storage management. However, implementing pulsar-related technologies presents significant technical, economic, and operational challenges. This review examines these hurdles and proposes strategies to overcome them, emphasizing the need for innovation, interdisciplinary collaboration, and supportive policies to fully integrate pulsar technologies into sustainable energy systems.
Open AccessPulsar’s Application in Energy Systems: Review of Current Status, Challenges, and Opportunities
To accelerate progress toward the realization of advanced energy systems, this review explores the potential of pulsar technology to create a more stable, economical, and environmentally friendly energy infrastructure. Pulsars, with their precise and reliable timing characteristics, have emerged as a promising tool for enhancing energy systems. This review begins by examining the development history of pulsar technology, shedding light on its evolution and the milestones achieved. It then provides a comprehensive summary of the current state of research, highlighting recent advancements and breakthroughs in this field. It also explores transformative pulsar applications in energy systems, including improved grid stability, advanced energy synchronization, and efficient energy storage management. However, implementing pulsar-related technologies presents significant technical, economic, and operational challenges. This review examines these hurdles and proposes strategies to overcome them, emphasizing the need for innovation, interdisciplinary collaboration, and supportive policies to fully integrate pulsar technologies into sustainable energy systems.