D.A. Panasetsky

D.A. Panasetsky
Russian Academy of Sciences, Melentiev Energy Systems Institute · Electric power systems

PhD

About

87
Publications
23,376
Reads
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581
Citations
Additional affiliations
September 2014 - present
Irkutsk State Technical University
Position
  • Professor
September 2009 - present
Russian Academy of Sciences
Position
  • Senior Researcher
Education
September 2011 - June 2014
Melentiev Energy Systems Institute of Siberian Branch of the Russian Academy of Science (ESI SB RAS)
Field of study
  • Electrical Engineering

Publications

Publications (87)
Chapter
Future urban energy systems planning, incorporates various interconnected components including smart grids, electric vehicles, renewable energy sources, heating, and cooling systems. This chapter is the brief introduction to the data-driven energy system with special focus on methods and algorithms for hedging against the ever-increasing uncertaint...
Article
Full-text available
The paper focuses on the problem of optimal power flow. Minimized production and transmission costs were considered to design an optimal power flow search method based on the novel two-stage optimization procedure that takes into account the voltage and power constraints. As a result, the efficient optimum search method for the non-convex optimal p...
Article
Energy storage systems will play a key role in the power system of the twenty first century considering the large penetrations of variable renewable energy, growth in transport electrification and decentralisation of heating loads. Therefore reliable real time methods to optimise energy storage, demand response and generation are vital for power sy...
Article
Full-text available
Tourism development in ecologically vulnerable areas like the lake Baikal region in Eastern Siberia is a challenging problem. To this end, the dynamical models of AC/DC hybrid isolated power system consisting of four power grids with renewable generation units and energy storage systems are proposed using the advanced methods based on deep reinforc...
Article
Full-text available
Tourism development in ecologically vulnerable areas like the lake Baikal region in Eastern Siberia is a challenging problem. To this end, the dynamical models of AC/DC hybrid isolated power system consisting of four power grids with renewable generation units and energy storage systems are proposed using the advanced methods based on deep reinforc...
Article
Full-text available
Cyber threats pose an increasing threat to energy objects. It is essential to ensure the cybersecurity of automatic control systems, such as relay protection devices (RP), devices of regime control (RC) and emergency control (EC), automated control systems. At the same time, the issues of cybersecurity include not only the problem of hacker attacks...
Preprint
Energy storage systems will play a key role in the power system of the twenty first century considering the large penetrations of variable renewable energy, growth in transport electrification and decentralisation of heating loads. Therefore reliable real time methods to optimise energy storage, demand response and generation are vital for power sy...
Article
Multi-terminal hybrid AC/DC power systems have found a wide application in different areas, such as wind and solar energy, microgrids, shipboard power systems (SPS), etc. To ensure reliability and survivability of the SPS, the emergency control is necessary to be implemented, which is widely utilized in conventional AC networks and hybrid AC/DC sys...
Article
Full-text available
The state of the art of transient stability and steady-state (small signal) stability in power grids are reviewed. Transient stability concepts are illustrated with simple examples; in particular, we consider two machine learning-based methods for computing region of attraction: ROA produced by Neural Network Lyapunov Function; estimation of the RO...
Article
Full-text available
Using a simple test example, this paper demonstrates that a weakly damped eigen-oscillation of an electric power system can lead to a loss of stability in the presence of its resonance with forcing oscillation. Such resonant interactions can risk the power system security, as confirmed by recent events in the Western American and Nordic power syste...
Article
Full-text available
Cyber threats pose an increasing threat to energy objects. It is essential to ensure the cybersecurity of automatic control systems, such as relay protection devices (RP), devices of regime control (RC) and emergency control (EC), automated control systems. At the same time, the issues of cybersecurity include not only the problem of hacker attacks...
Article
Full-text available
Further growth in renewable energy and planned electrification and decentralization of transport and heating loads in future power systems will result in a more complex unit commitment problem (UCP). This paper proposes an adaptive approach to load leveling problem using novel dynamic models based on the Volterra integral equations of the first kin...
Article
Full-text available
We propose a suite of intelligent tools based on the integration of methods of agent modeling and machine learning for the improvement of protection systems and emergency automatics. We propose an online approach to the assessment and management of dynamic security of electric power systems (EPS) with the use of a streaming modification of the rand...
Article
Full-text available
By combining together the extended Kalman filter with a newly developed C&I particle swarm optimization algorithm (C&I-PSO), a novel estimation method is proposed for parameter estimation of electromechanical oscillation, in which critical physical constraints on the parameters are taken into account. Based on the extended Kalman filtering algorith...
Presentation
Full-text available
В данной работе на основе интегральных динамических моделей предлагается универсальный подход к проблеме рационального использования аккумулирования энергии для разных характеристик аккумуляторных батарей, таких как: КПД, емкость, уровень заряда, ограничения на скорость зарядки и разрядки, максимальное количество циклов разрядки. Предлагаемый подхо...
Chapter
Voltage instability is among the main factors causing large-scale blackouts. One of the major objectives of the Control centers is a prompt assessment of voltage stability and possibly self-healing control of electric power systems. The standing alone solutions based on classical approximation methods are known to be redundant and suffer with limit...
Article
Full-text available
Increasing the intelligent level of the PS control systems caused by the implementation of Smart technologies changes the structure and the properties of PS and increases the importance of system reliability analysis. System reliability analysis includes two components – the balance analysis and the regime analysis. On the one hand, there are a lar...
Article
Volt-VAr control systems provide the optimal solution with remote automatic or manual control of the capacitor banks and tap positions on the voltage regulators. However, such control possesses inherent characteristics of complexity, nonlinearity, inaccuracy and high requirement for control speed, parts of which are hard to be described by the trad...
Article
Full-text available
Increasing the intelligent level of the EPS control systems, caused by the implementation of Smart technologies, changes the structure and the properties of EPS and increases the importance of system reliability analysis. System reliability analysis includes two components – for the balance and for the regime. On the one hand, there is a large n...
Article
Full-text available
The article studies the emergency operation of electrical power plants with power electronic elements, in particular, with a frequency-controlled electric drive (FCED) in emergency modes that require new methods of emergency control (EC). Consideration is given to the features of small generation operation both in autonomous power systems and power...
Article
The short-term forecasting of wind power, photovoltaic (PV) generation and loads is important for the secure and economical dispatching of smart community with smart grid. Considering the smart community has plenty of distributed generations, here, a concept of net load is defined as the active power difference between renewable generations (wind a...
Article
To overcome the limitation of the existing topologies and control strategies of SST, a modular multilevel converter type solid state transformer (MMC-SST) with internal model control method is proposed in this paper. First, the structure and operating characteristics of MMC-SST are analyzed, and accordingly its mathematical model of input- and outp...
Article
Powerful variable frequency drives (VFD) are becoming more widely used in power systems. However, there are only a few works addressed to VFD motor dynamics that are suitable for large-scale power system stability studies. The paper proposes a fundamental frequency simplified model of the VFD, which provides an adequate modeling for the study of el...
Article
Full-text available
Рассматриваются принципы построения и функционирования распределённой адаптивной автоматики отключения нагрузки, а также алгоритмы формирования (дозировки) адаптивных управляющих воздействий этой автоматики в целях обеспечения устойчивости ЭЭС и ликвидации токовой перегрузки элементов электрической сети. Иллюстрация подхода показана на примере фраг...
Conference Paper
Solid state transformer (SST) has the advantage of small size, high power density and low noise, which made it possible to use SST in shipboard power system (SPS). Due to the existence of various complex loads and poor working conditions, voltage instability and harmonic problems are caused inevitably in SPS. Amid at these problems, a new modular m...
Conference Paper
In recent years, due to liberalization, power systems are being operated closer and closer to their limits. At the same time, they have increased in size and complexity. Both factors increase the risk of major power outages and blackouts. Most of the existing emergency control ideologies use two approaches: control in case of accidental disturbance...
Conference Paper
Due to the impacts of wind speed, wind direction, temperature and pressure, it is uncertain and nonlinear for the wind power forecasting. To address these problems, this paper proposes a wind power short-time forecasting method based on the T-S fuzzy model, which does not rely on a large amount of historical data and can linearize the complex nonli...
Conference Paper
Majority of recent large-scale blackouts have been caused by voltage instability. This paper proposes new algorithms and implementation principles of an intelligent emergency control based on machine learning models and decentralized adaptive models that can effectively prevent voltage instability before they lead to major blackouts and overall col...
Conference Paper
Full-text available
В последние десять лет отключения в энергообъединениях Северной Америке, Европе и Азии наглядно демонстрируют повышение вероятности крупных системных аварий. Подобные аварии обычно происходят в результате определённых чрезвычайных событий в электроэнергетических системах (ЭЭС). Как показывает практика эксплуатации на определённом этапе развития ава...
Conference Paper
Full-text available
Cформулированы некоторые актуальные проблемы в области кибербезопасности электроэнергетических объектов и систем. Показывается, что наибольшую угрозу кибербезопасности для важных инфраструктурных систем, какой является электроэнергетическая отрасль, представляет собой человеческий фактор, причем главным образом среди специалистов, которые должны об...
Conference Paper
Full-text available
Предлагается осуществлять мониторинг состояния и оценку режимной надежности путем анализа управляемости ЭЭС при возможных возмущениях. При этом необходимо оценивать наличие ресурсов управления и адекватность алгоритмов автоматического управления. С помощью приведенного метода расчета сбалансированных режимов можно оценивать достаточность ресурсов у...
Article
Full-text available
Режимная надежность обеспечивается за счет адекватного управления ЭЭС при возникновении возмущений, а управляемость ЭЭС обеспечивается за счет дискретного и плавного регулирования управляемых элементов ЭЭС. Повышение интеллектуального уровня систем управления ЭЭС, связанное с развитием направления Smart Grid и поэтапной реализацией концепции ИЭС АА...
Article
Full-text available
One of the most promising approaches for complex technical systems analysis employs ensemble methods of classification. Ensemble methods enable to build a reliable decision rules for feature space classification in the presence of many possible states of the system. In this paper, novel techniques based on decision trees are used for evaluation of...
Article
This paper proposes a controllably inductive power filtering (CIPF) method to improve the power quality of ship-board power system (SPS). The main circuit topology for implementing the CIPF method in the SPS is presented, which contains a rectifier transformer integrated with linear filtering reactors, fully tuned (FT) branches and a voltage source...
Article
Full-text available
The paper presents the design and operation principles of the distributed adaptive load shedding scheme. In addition, consideration is given to the algorithms for the adjustment of adaptive control actions performed by this scheme to ensure transient stability of an electric power system and eliminate overcurrent in the network components. Based on...
Conference Paper
Full-text available
Повышение интеллектуального уровня систем управления ЭЭС, связанное с развитием направления Smart Grid и поэтапной реализацией концепции ИЭС ААС, существенным образом повышает значимость задачи оценки режимной надежности с учетом краткосрочного прогнозирования поведения системы. Ранее в своих работах авторы озвучивали технологию оценки режимной над...
Conference Paper
Full-text available
В последнее время, все больше внимания уделяется вопросам создания цифровых подстанций. Ключевым свойством цифровой подстанции является минимизация аналоговых и дискретных трактов в системах мониторинга и управления, что обеспечивается за счет максимально полной цифровизации систем оперативного и автоматического управления, в результате чего весь ф...
Research
With rapidly increasing complexity of power grids in Europe, North America and Asia, liberalization of electricity markets and increasing penetration of renewable energy, the risk of large-scale emergencies and blackouts increases. This paper proposes a novel approach for development of software for modelling of decentralized intelligent systems fo...
Conference Paper
Full-text available
The application of shunt reactors (both controlled and uncontrolled) on HVAC overhead transmission lines improves operational characteristics, but at the same time it brings the line closer to the resonance. Operation of the shunt reactor-compensated transmission line that is close to the resonance, causes a large number of problems which in partic...
Conference Paper
Full-text available
In recent years, more and more attention is paid to the creation of digital substations. A key feature of digital substation is minimization of analog and digital physical channels of monitoring and control systems. This is achieved by maximum digitization of operational and automatic control. As a result, the full functionality of relay protection...
Conference Paper
Full-text available
EPS intelligence advancement, resulting from Smart Grid development, significantly increases the importance of the task of evaluating the regime reliability by taking into account the short-term forecasting of the behavior of the system. This is due to the fact that traditional methods of analyzing the regime reliability and evaluation of the stabi...
Conference Paper
Full-text available
Voltage collapse is a critical problem that impacts power system operational security. Timely and accurate assessment of voltage security is necessary to detect alarm states in order to prevent a large-scale blackout. This paper presents an on-line voltage security assessment scheme using periodically updated random forest-based decision trees. We...
Conference Paper
Full-text available
With rapidly increasing complexity of power grids in Europe, North America and Asia, liberalization of electricity markets and increasing penetration of renewable energy, the risk of large-scale emergencies and blackouts increases. This paper proposes a novel approach for development of software for modelling of decentralized intelligent systems fo...
Article
Full-text available
In modern electricity grids uncertainties only multiply. The ongoing deregulation and the expansion of renewable energy in power system worldwide require more complex control and decision making. As a result, large-scale blackouts still continue to happen. The authors deal with a topical issue: how to take the effective preventive actions given ran...
Article
Full-text available
The novel adaptive hybrid models are proposed for time series forecasting and features classification problems. The proposed forecasting model combines the Hilbert–Huang transform and random forests. The efficiency of proposed adaptive approaches is demonstrated on two cases studies: wind power ramps prediction and detection of alarm states in a po...
Article
Full-text available
Предложены методы анализа режимной надежности в реальном времени с прогнозированием поведения энергосистемы для интеллектуальных устройств режимной и противоаварийной автоматики. Разработаны подходы и алгоритмы создания автоматического группового регулятора напряжения (ГРН) для энергорайона с функцией координации уставок локальных регуляторов исто...
Article
Full-text available
В работе предложена упрощенная модель частотно-регулируемого привода (ЧРП) асинхронных двигателей, которая может быть использована в расчетных программах для исследования электромеханических переходных процессов. (In the paper we propose a simplified model of the variable frequency drive (VFD) of induction motors, which can be used in the simulatio...
Conference Paper
Full-text available
To improve power system reliability, it is important to reduce the amount of load shedding when a contingency occurs. Along with a comparison of the conventional load shedding methods, this paper presents an intelligent approach based on a centralized coordinated algorithm using a set of influence coefficients. The proposed method divides power sys...
Conference Paper
Full-text available
In this paper we propose methods of real time security analysis of electric power system (EPS) with prediction functions. Thees methods can be implemented in intelligent devices for emergency and secure control of EPS. The authors have developed approaches and algorithms for the automatic creation of a voltage control system of local grid. Algorith...
Conference Paper
Full-text available
In the paper we propose a simplified model of the variable frequency drive (VFD) of induction motors, which can be used in the simulation software for the study of midterm transients. (В работе предложена упрощенная модель частотно-регулируемого привода (ЧРП) асинхронных двигателей, которая может быть использована в расчетных программах для исследо...
Conference Paper
Full-text available
Повышение интеллектуального уровня систем управления ЭЭС, связанное с развитием направления Smart Grid и поэтапной реализацией концепции ИЭС ААС, существенным образом повышает значимость задачи оценки режимной надежности с учетом краткосрочного прогнозирования поведения системы. Ранее в своих работах авторы озвучивали технологию оценки режимной над...
Conference Paper
Full-text available
В статье сформулированы некоторые актуальные проблемы в области кибербезопасности электроэнергетических объектов и систем, что становится важным в связи с появлением принципиально новых объектов – цифровых подстанций. В свете возможности дальнейшей реализации концепций ИЭС ААС и Smart Grid, значение обозначенных проблем существенно возрастет. В ра...
Chapter
Based on the general requirements, particular consideration has to be given to different scenarios of joint operation of the ENTSO-E- and IPS/UPS-systems. To provide a basis for the following investigations in this book, this chapter focuses on the development of an aggregated network model of these power systems which will be used as general test...
Chapter
Emergency control, including emergency operation dispatching and automatic emergency control that provides reliability and survivability of the electric power grids plays an important part in controlling the operating conditions of large Electric Power Systems (EPS)s, as introduced in the previous chapter. Emergency control is performed by the tech...
Article
Full-text available
A neural multi-agent-based approach for system monitoring and preventing large-scale emergencies in power systems is presented in this paper. The automatic emergency control process is represented as a neural multi-agent system with hierarchical architecture. The proposed system consist of two main parts: the alarm trigger, a Kohonen neural network...
Article
Full-text available
The objective trends in electric power systems (EPSs) call for prompter and more adequate response of control systems. New smart measurement, communication and control tools, information and computer technologies can be used to improve EPS controllability. The distinctive features of the Unified Energy System (UES) of Russia are discussed and the c...
Conference Paper
Full-text available
Modern electricity grids continue to be vulnerable to large-scale blackouts. During the past ten years events in North America, Europe and Asia have clearly demonstrated an increasing likelihood of large blackouts. If pre-emergency conditions are identified, preventive actions can be taken, and large-scale blackouts avoided. In the current competit...
Conference Paper
Full-text available
In recent years, more and more attention is paid to the creation of digital substations. One of the main goals of the digital substation is to minimize the analog and digital channels in the monitoring and control systems, which is provided by the deep digitization of operational and automatic control. Today there are a large number of publications...
Conference Paper
Full-text available
Out of step protection (Russian name ALAR) plays a key role in the prevention of cascade failures in EPS. To ensure high performance and reliable operation, ALAR is usually performed with local principles. Improvement of an emergency control principle requires constant development of the regulatory framework, used in the design, and implementation...
Conference Paper
Full-text available
Raising the intellectual level of the EPS control systems, associated with the development of Smart Grid direction, significantly raises the importance of the regime reliability estimation problem, including short-term prediction of the system behavior. This is due to the fact that traditional methods of the regime reliability analysis and evaluati...
Conference Paper
Full-text available
Recent examples of large-scale blackouts in North American 2003, Moscow in 2005 and Europa in 2003 and 2006 have clearly demonstrated that secure operation of large interconnected power systems cannot be achieved without full understanding of the system behavior during abnormal and emergency conditions. This paper proposes an intelligent approach t...
Conference Paper
Full-text available
Recent blackouts in the USA, Europe and Russian Federation have clearly demonstrated that secure operation of large interconnected power systems cannot be achieved without full understanding of the system behavior during abnormal and emergency conditions. Current practice of managing separate parts of the system without knowledge of the 'full pictu...