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M. Popov

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179 records found

Journal article (2026) - Aminat B. Rasheed, Jose de Jesus Chavez, Sarasij Das, Oliver Probst, Juan Carlos Cisneros Ortega, Marjan Popov
Ferroresonance, a non-linear and unpredictable disturbance, is rare compared to traditional power system faults occurring in power systems. This rarity, coupled with its complexity, makes it a challenging phenomenon to be detected and identified. This work presents a detection and classification scheme for ferroresonance and its modes. It is carried out by continuously processing the three-phase voltage and current signals using the discrete wavelet transform (DWT). The developed models are simulated in electromagnetic transient software and processed using the DWT to extract fault signatures and predictors. A decision tree classifier is trained to detect and classify a disturbance as ferroresonance using an adaptive time based on the disturbance class. The computational burden of the detection and classification process is significantly reduced by using the superimposed component of the voltage and current to detect transient inceptions before classification. Furthermore, the classification of different modes and classification from other non-linear faults, such as arcing faults, is discussed. The adaptive timing and detection scheme demonstrates that the proposed methodology is efficient and can classify the disturbance into different modes. ...

Conclusion, Discussion, and Future Perspectives

This chapter provides meaningful conclusions about the study of FCLs. It is presented by summarizing key results obtained from the FCLs’ design, different applications, and the impact of FCLs on modern power systems. This chapter also reconsiders the important role of FCLs in increasing the power grid’s reliability by enabling fault current reduction and supporting the secure integration of renewable energy sources into traditional power grids. The discussion highlights the positive aspects and possible challenges of current FCL technologies, including their feasibility and compatibility with smart grid infrastructures and cyber-physical systems. Moreover, it explores the emerging trends of FCL development, such as AI-driven optimization, superconducting materials, and the potential role of quantum computing in their coordination and control. Eventually, it outlines promising future research directions and policy considerations for the broader use of FCLs in next-generation power networks. ...
Journal article (2026) - Meenu Jayamohan, Sarasij Das, Jose de Jesus Chavez, Marjan Popov
This paper addresses the challenges posed by high Grid-Following (GFL) Photovoltaic (PV) penetration on the dynamic performance of memory-polarized mho relays, crucial for close-in fault protection in power systems. Traditional memory-polarized mho relays, designed for synchronous generator-dominated systems, utilize a scalar weight to dynamically expand their mho characteristics based on memory voltage, enhancing resistive reach. However, the unique transient behavior of Inverter-Based Resources (IBRs) like GFL PV during faults can disrupt this mechanism, compromising relay reliability. To overcome this limitation, this research introduces a novel algorithm that employs a complex weight parameter in the memory polarization process, replacing the conventional scalar approach. This complex weight allows for more precise and adaptable control of the mho characteristic’s dynamic expansion, enabling the relay to better respond to the complex voltage and current transients introduced by GFL PV. The study investigates the dynamic expansion of the mho element’s maximum diameter (dmax) and memory vector angle (θm) under various fault scenarios (three-phase, single-line-to-ground, and line-to-line) to evaluate the algorithm’s effectiveness. The proposed complex weight algorithm is validated across diverse fault types, varying complex weight factors, and different fault resistances, considering GFL PV generators with reactive power priority and IEEE Standard 2800–2022 compliant Low/High Voltage Ride-Through capabilities. The results demonstrate significantly enhanced reliability and stability of memory-polarized mho relays in systems with high GFL PV penetration, showcasing the superior performance of the complex weight approach. ...
Journal article (2026) - Ajay Shetgaonkar, Marjan Popov
The transition to renewable energy requires robust High Voltage Direct Current (HVDC) technology. This paper examines the performance of Voltage Source Converter-Assisted Resonant Current (VARC) Direct Current Circuit Breakers (DC CBs) during re-strike and re-ignition events, which can compromise their ability to selectively isolate faults in Multi-Terminal HVDC (MTDC) networks. The paper analyzes re-strike effects on VARC DC CBs during two breakdown scenarios, noting that parallel surge arresters maintain voltage balance among health-operational modules. In contrast, individual arresters in healthy modules endure stress when vacuum interrupters VIs fail to interrupt the current. The role of the Voltage Source Converter (VSC) in VARC DC CBs is also emphasized, with findings that adequate energy in the VSC branch is essential for effective current interruption. The study further investigates re-strike impacts during the Transient Interruption Voltage (TIV) and fault current suppression time, observing that random re-strikes can compromise DC CB integrity, underscoring the need for design considerations to address such events. These findings advance the understanding of DC CB performance and reliability of MTDC networks, offering critical insights for developing resilient protection systems in the renewable energy transition. This study stresses the importance of managing re-strike and re-ignition in VIs and provides valuable guidance for designing and assessing DC CBs in MTDC applications. ...

Definition, Design, and Future Trends

Presents a thorough overview of fault current limiter technology for modern and future power grid protection systems One of the most critical issues in the evolution of power systems toward renewable energy integration is the management of fault currents. Fault Current Limiters (FCLs) offer a promising solution, yet their complex design principles and wide-ranging applications demand a consolidated resource for both academic researchers and industry engineers. Advanced Fault Current Limiters: Definition, Design, and Future Trends delivers a comprehensive examination of FCL technologies and their role in safeguarding next-generation power grids. Providing a structured exploration of FCL fundamentals, design classifications, and advanced applications, this book introduces readers to the main categories of FCLs, their underlying mechanisms, and the analytical and simulation tools used to model and test them. Going beyond theory, the authors emphasize applications, such as industrial deployments and practical design considerations, while also examining the challenges, limitations, ongoing innovations, and direction of the field. Combining in-depth technical knowledge with applied perspectives, the book: • Provides a clear taxonomy of FCL technologies, organized by components, operating principles, and system integration • Demonstrates simulation-based analysis using MATLAB/Simulink, EMTP, and FEM for accurate design and testing • Examines industrial case studies that illustrate practical FCL implementation and operational benefits • Highlights emerging materials, designs, and technologies shaping the next generation of FCLs Bridging the gap between academic research and industrial implementation, Advanced Fault Current Limiters: Definition, Design, and Future Trends is essential reading for advanced researchers, engineers, and graduate students specializing in electrical engineering and power system protection. It also serves as a timely and practical reference for professionals working in grid design, protection, and reliability. ...
This chapter introduces the main components of a power system and discusses their associated vulnerabilities to short-circuit currents. The crucial components for future power systems, among others, include renewable generators, transformers, busbars, HVDC lines, microgrids, electric vehicles, charging stations, battery energy storage systems, and solid-state breakers. FCLs are then presented as protective devices that enhance the resilience of these components against fault currents. The chapter is primarily based on recent research that provides a comprehensive understanding of the impact of FCLs on each specific part of the power system. Finally, the effects of FCLs on different sections of the power system are summarized, and the major findings are briefly discussed. ...
In this chapter, various FCLs are classified based on their main components and technology. This classification helps explain how FCLs operate and why they are categorized in a particular group. Then, the classified operations are explained in detail, considering their topology, basic implementation, and fault-limiting procedure. This detailed explanation begins with the most fundamental topologies and progresses to the complicated hybrid FCLs. Furthermore, the fundamental analysis of FCLs presents a basic approach to designing FCLs and provides a deeper understanding of how FCLs limit fault currents. The goal of this section is to understand how different FCLs are designed, operated, and evaluated. ...
Journal article (2026) - S. Yan, T. Karmokar, M. G. Niasar, M. Popov
Increasing wind farm capacity via overplanting enhances energy production but risks accelerating cable aging if transmission capacity is poorly managed. Consequently, resilient Dynamic Cable Rating (DCR) prediction-defined as the ability to maintain stability under data quality degradation and operational shifts-is crucial for reliable operation. However, achieving this is challenged by limited datasets, missing data, and complex spatio-temporal correlations. To address these issues, a resilient DCR prediction and thermal estimation framework is developed. First, a Conditional Generative Adversarial Network (CGAN) is applied to synthetically augment limited datasets, effectively resolving the load data imbalance. Second, a Spatio-Temporal Graph Attention Residual Shrinkage Network (STGARSN) is proposed. This model integrates an extended Long Short-Term Memory (LSTM) network with Temporal Convolutional Networks (TCN) and a graph attention mechanism to capture complex correlations. Crucially, it incorporates a residual shrinkage module to filter noise and outliers, thereby ensuring model resilience. Finally, to optimize economic performance while minimizing cable aging, a comparative analysis of various overplanting strategies is conducted. Experiments on real cable temperature measurements demonstrate the superior resilience of the proposed model, maintaining high accuracy not only across different forecasting horizons but also under conditions of missing data and sensor noise. The proposed framework accurately predicts DCR and supports long-term offshore wind farm operations through improved economic and technical decision-making. ...
Journal article (2026) - Mehrdad Bagheri-Sanjareh, Marjan Popov
Battery energy storage systems (BESSs) have been used in AC Microgrids (AMGs) for frequency control (FC) and energy management (EM). AMGs with low inertia might suffer large frequency deviations with high rates without the required reserve power for FC. This paper proposes a linear model for the optimal operation of grid-connected AMGs considering frequency security constraints. BESS and photovoltaic systems both participate in primary FC (PFC) and EM. PVSs can decrease their generation in power surplus conditions. They can release the energy of their DC-link capacitors in power shortage conditions. Through coordinated use of BESS and PVSs, the required BESS power for PFC decreases considerably, which allows the BESS to participate in EM more effectively and hence reduces the AMG operational cost. Frequency simulation studies show that PVSs can considerably assist BESS for PFC. Moreover, the optimization results show that without PVSs' support, load shedding is unavoidable which increases the AMG operation cost significantly. In this regard, deterministic and stochastic optimization show that PVSs' participation in PFC results in 24 % and 24.2 % reduction in the AMG operation cost compared to those when BESS is only used for PFC. Therefore, the PVSs' assist in PFC, even though short, has large impact on the optimal operation of the AMG. ...
High-frequency resonances in cable-transformer systems can result in excessive overvoltages, increasing the probability of insulation failure for critical components such as power transformers. These resonances occur due to the interaction between the cable and transformer and are influenced by the cable’s characteristics, including the length and wave propagation velocity. In addition, the terminating impedances of the cable’s core and sheath conductors affect the resonance characteristic of the cable as well. Applying single-point sheath grounding to the high-voltage cable connecting the switchgear to the power transformer is conventional. This paper demonstrates that the cable-transformer resonances and resulting overvoltages can vary significantly depending on the end at which the sheath conductors are grounded. An in-depth investigation of such effects is carried out through rigorous mathematical analysis, followed by experimental validation and simulations in an electromagnetic transient (EMT)-based software using models that properly represent the equipment behaviors in a wide-frequency range. The results indicate that sheath conductor grounding configuration can profoundly affect the system response, influencing the severity of transient overvoltages caused by cable-transformer resonances. ...
This chapter focuses on FCLs that have already been implemented by industries for real-world power system applications and introduces the companies that produce FCLs. The characteristics of these commercial FCLs are discussed based on publicly available product data, with special attention to their nominal ratings, which serve as essential performance indicators. Additionally, some important projects that have incorporated FCLs are highlighted, along with an analysis of the observed benefits, drawing from both manufacturer insights and feedback from power system operators. Overall, this chapter bridges the theoretical concepts of FCLs and their practical industrial applications currently available on the market. ...
Journal article (2026) - Ajay Shetgaonkar, Marjan Popov, Aleksandra Lekíc
The rapid expansion of offshore wind and solar is placing increasing pressure on transmission infrastructure, challenging energy security, sustainability, and affordability. In response, global policy initiatives are advancing high-voltage direct current (HVDC) "express energy highways"to efficiently transfer bulk renewable power. Voltage-source converter (VSC)-based multi-Terminal HVDC (MT-HVDC) grids offer a scalable offshore solution but require advanced control to manage their fast nonlinear dynamics and low inertia. This paper presents a real-Time control and dispatch framework for a five-Terminal radial-mesh VSC-MMC HVDC grid. A model predictive control (MPC) strategy is developed, automatically coded from Simulink, and deployed on a real-Time target for controller-hardware-in-The loop (CHIL) validation using an RTDS® simulator. The setup includes dynamic braking resistors, DC breakers, and integrated human machine and dispatch interfaces for real-Time tuning and supervisory control. Comparative testing under power setpoint changes and AC/DC fault scenarios shows that the proposed MPC achieves more accurate active and reactive power tracking with lower overshoot, improves damping of post-fault oscillations, and enables seamless coordination between local and system-level operations. These results confirm the practical feasibility and operational resilience of MPC-based control for future offshore MT-HVDC systems. ...
Journal article (2026) - B. Behdani, M. Ghaffarian Niasar, M. Popov
Power transformer energization involves a significant electromagnetic energy exchange among system components, with periodic oscillations at the system's natural frequencies. As a result, weakly damped resonance overvoltages may occur, overstressing the system and thereby leading to potential insulation failure. This phenomenon is particularly notable for topologies where a transformer is supplied via cable, as low-damping resonance frequencies are likely to be formed due to mutual interactions between the cable and the transformer. The prestriking phenomenon during circuit breaker closing plays an important role in the excitation of resonance frequencies. Specifically, repeated prestrikes can create highfrequency resonances during switching-on operations. This paper analyzes the mutual interactions between the cable and the transformer, focusing on how the resonances between the cable and the transformer are created. Then, using a suitable modeling approach, the impact of CB prestrikes on the resultant resonance excitation in cable-transformer systems is investigated. Finally, tests are conducted using an experimental test setup to validate the investigations performed. The obtained results demonstrate that resonance frequencies emerging from cable-transformer interactions lead to the excitation of oscillatory overvoltages with extreme magnitudes. ...

Definition and Applications

This chapter introduces the causes of transient currents, including lightning strikes, arc faults, and capacitor switching. These transient events’ timing and waveform characteristics are studied in detail, and their nature is referenced. Next, their effects on power system equipment are introduced, followed by an overview and study of conventional series limiters. The main highlighted transient limiters in this chapter are series resistive and inductive limiters configured as FCLs. Finally, the different categories of transient limiters are classified, their main features are explained and compared, and their performance is discussed. The chapter covers analysis, topological logic, simulation, and experimental components. ...
The increasing penetration of renewable energy sources and frequent lightning and switching events have intensified transient phenomena in modern power systems, exposing power transformers to resonance at critical frequencies. These conditions may cause internal overvoltages, and insulation failure. While many studies focus on wide-band transformer modeling and resonance identification, their primary objective is accurate frequency-domain representation rather than revealing the physical origin of resonance inside the transformer. This paper does not aim to introduce a new transformer modeling method. Instead, it presents a visualization-based approach to identify transformer components responsible for resonance. By analyzing the branch current matrix of a transformer disk model and visualizing current distribution using a color map, dominant resonance-driving elements are identified. This visualization enables protection and future design enhancement. ...
This chapter addresses several key issues related to the AI-based design of FCLs and their impact on modern power grid parameters. The first part explains the general logic behind FCL placement in a power system. This is followed by an AI-based approach to determine the optimal placement of FCLs in large-scale power networks. Additionally, the chapter explores the optimal design of FCLs, addressing the key principles behind various design methodologies. An illustrative example of optimal FCL placement and design is also provided. The chapter also focuses on cybersecurity and policy trends in modern smart grids, examining how integrating FCLs can influence cybersecurity measures and evolving grid policy directions. ...

Surge Reflections and the Influence of Grounding Configurations

Journal article (2026) - T.R. Karmokar, R.D. Zhang, M. Ghaffarian Niasar, M. Popov
This study examines transient overvoltage phenomena in 525 kV high-voltage direct current (HVDC) onshore cable systems, with particular emphasis on the influence of grounding configurations in two joint types: straight-through and screen-separated. Transient overvoltages arising from wave propagation and reflections are analysed, highlighting the impact of joint types, bonding cable configurations (coaxial vs. noncoaxial) and bonding cable length on the resulting overvoltage magnitudes. The necessity of modelling screen-to-earth representations of sectionalised cables at grounded joint locations in the vicinity of faults is emphasised, whereas simplified representations of ungrounded and grounded straight-through joints are identified as sufficient for system-level simulations. To address the computational challenges of detailed electromagnetic transient simulations, a stand-alone simplified circuit is proposed to analyse grounded joint transients and to mitigate errors caused by insufficient time-step resolution. The results provide practical insights for insulation coordination, supporting the reliable integration of HVDC technology into long-distance cable-based transmission networks while enhancing system resilience. ...

Situational Awareness for Hybrid AC–DC Grids

Journal article (2026) - Nidarshan Veerakumar, José de Jesús Chávez Muro, Arjen Jongepier, Maarten van Riet, Marjan Popov
As the energy sector transitions toward increased renewable integration and bidirectional grid operation, the complexity and frequency of disturbance events rise, necessitating advanced situational awareness. Robust expert systems are needed that leverage a multilayered wide area monitoring, protection, and control (WAMPAC) architecture, integrating device-level detection, data aggregation, and an adaptive event classification and validation framework facilitated by dynamic incremental learning (DIL). These expert systems address challenges such as concept drift, catastrophic forgetting, and the need for human-in-the-loop oversight, enabling rapid and accurate identification of both known and novel disturbance events that can be expected in the future ...
This chapter examines the effects of FCLs on power grid operation, which can be either beneficial or detrimental depending on the application context. It analyzes the impact of FCLs on key operational parameters such as system reliability, active and reactive power flow, and overall grid stability. While FCLs can enhance security, their integration can also introduce new complexities. The chapter also addresses key design challenges, including reactor saturation in the core, the cost-benefit trade-off, and the appropriate sizing of FCLs for different grid configurations. The chapter provides a comprehensive framework for assessing the performance of FCLs by evaluating these technical and economic factors. The insights presented are intended to support informed decision-making regarding the feasibility and optimal deployment of FCL technologies in modern power grids. ...
This chapter introduces the fundamental concepts of ideal and practical fault current limiter (FCLs). The FCLs operate based on resistive, inductive, or combined resistive-inductive circuits. The circuit configuration and derivation of each type are presented through validated equations. To enhance these definitions, relevant IEEE standards and CIGRE reports are included, providing a comprehensive view of FCL characteristics. The chapter concludes with a summary section outlining the key details discussed. ...