4.6 Article

Optimal Model Predictive Control for Virtual Inertia Control of Autonomous Microgrids

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Multidisciplinary

Design and implementation of an intelligent energy management system for smart home utilizing a multi-agent system

Salsabil Gherairi

Summary: Green Hydrogen Microgrid System is seen as a promising clean and renewable energy source with the potential to aid in achieving net-zero emissions. A proposed hybrid system combines photovoltaic generation, fuel cells, supercapacitors, and vehicle-to-home power supply to meet energy demand. The system is highly reliant on solar energy during peak periods and uses fuel cells as a backup during the night or shading. A real energy management system is built using a multi-agent system for intelligent coordination, ensuring efficient energy consumption and meeting household energy requirements in various weather conditions.

AIN SHAMS ENGINEERING JOURNAL (2023)

Article Multidisciplinary Sciences

An Applied Type-3 Fuzzy Logic System: Practical Matlab Simulink and M-Files for Robotic, Control, and Modeling Applications

Haiyan Huang et al.

Summary: This paper focuses on studying the main concepts of interval type-2 (IT2), generalized type-2 (GT2), and interval type-3 (IT3) fuzzy logic systems (FLSs) both mathematically and graphically. It investigates the main differences between IT2, GT2, and IT3 fuzzy sets in representation approaches. The paper presents simple Matlab Simulink and M-files for practical use of IT3-FLSs and demonstrates their effectiveness using various examples.

SYMMETRY-BASEL (2023)

Article Energy & Fuels

An Improved Virtual Inertia Control Strategy for Low Voltage AC Microgrids with Hybrid Energy Storage Systems

Ruiming Liu et al.

Summary: This paper proposes a novel virtual inertia control method, based on a feedforward decoupling strategy, to address the low inertia issue of power-converter-interfaced microgrids. The proposed method eliminates the coupling between active and reactive power and increases the inertia of the microgrid using a virtual inertia control method for the supercapacitor converter.

ENERGIES (2022)

Article Engineering, Chemical

Artificial Neural Network-Based Model Predictive Control Using Correlated Data

Hesam Hassanpour et al.

Summary: This work addresses the problem of implementing model predictive control (MPC) in situations where the training data available for modeling contains possible correlations and an artificial neural network (ANN)-based model is being used. The authors propose a strategy based on principal component analysis (PCA) to address the correlation issue and improve the performance of the ANN-based MPC.

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH (2022)

Article Automation & Control Systems

Optimal designing of a hybrid renewable energy system connected to an unreliable grid based on enhanced African vulture optimizer

Yajun Wang et al.

Summary: The research addresses a new optimum configuration for a Hybrid Renewable Energy System (HRES) to improve system efficiency and reduce power supply loss probability and total cost. An improved optimization algorithm is used, validated, and compared with other studies on a real building in Ahvaz, Iran.

ISA TRANSACTIONS (2022)

Article Engineering, Electrical & Electronic

Experimental verification of smart grid control functions on international grids using a real-time simulator

Rajkumar Palaniappan et al.

Summary: This research introduces a new system architecture for monitoring the grid using modular configurable unified hardware and software. Experimental verification of different smart grid control functions demonstrates the effects and challenges, emphasizing the impact of control parameter variations on grid behavior.

IET GENERATION TRANSMISSION & DISTRIBUTION (2022)

Article Engineering, Electrical & Electronic

A fault detection, localization, and categorization method for PV fed DC-microgrid with power-sharing management among the nano-grids

Muhammad Zakir et al.

Summary: This paper presents a fault detection, localization, and categorization method in PV fed DC-Microgrid with a single voltage sensor. The proposed technique is based on five statements drawn from the analysis of faults in different parts of the microgrid, offering simplicity in system design and power-sharing among Nano-Grids.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2022)

Article Green & Sustainable Science & Technology

Manta Ray Foraging Optimization for the Virtual Inertia Control of Islanded Microgrids Including Renewable Energy Sources

Amr Saleh et al.

Summary: This paper focuses on enhancing the dynamic security of an islanded microgrid using a frequency control concept based on virtual inertia control. The MRFO-based PI controller shows superior performance in frequency disturbance alleviation and reference frequency tracking compared to other optimization techniques.

SUSTAINABILITY (2022)

Article Engineering, Electrical & Electronic

Design and implementation of a fault detection method for a PV-fed DC-microgrid with power control mechanism

Muhammad Zakir et al.

Summary: This paper presents a practical method for fault detection, localization, and categorization in a photovoltaic-fed DC microgrid. The method utilizes a voltage calculating circuit and power control mechanism for fast and accurate fault detection and classification.

IET ELECTRIC POWER APPLICATIONS (2022)

Article Green & Sustainable Science & Technology

African Vulture Optimization-Based Optimal Control Strategy for Voltage Control of Islanded DC Microgrids

Basma Salah et al.

Summary: This paper focuses on maintaining the stability of a DC-bus in a DC microgrid using cascade double-loop control and the African vulture optimization algorithm. Simulation results show that the AVOA-based PI controller performs better in voltage regulation compared to the PSO-based PI controller.

SUSTAINABILITY (2022)

Article Energy & Fuels

The utilization of adaptive African vulture optimizer for optimal parameter identification of SOFC

Yanmei Wang et al.

Summary: This research proposes a new optimal approach for estimating the optimal parameters of the mathematical model in Solid Oxide Fuel Cell (SOFC) stacks. The main aim is to minimize the Sum of Squared Error (SSE) of the polarization profile through the proposed method using extracted data from experimental simulations. The effectiveness of the approach is verified by comparing its results with various approaches introduced in the literature, and its superiority is demonstrated through sensitivity analysis and comparison with different approaches.

ENERGY REPORTS (2022)

Article Engineering, Electrical & Electronic

A new optimal robust controller for frequency stability of interconnected hybrid microgrids considering non-inertia sources and uncertainties

Hossam Ali et al.

Summary: This paper presents a virtual inertia control based on an optimal robust controller, optimized using a chaotic crow search algorithm. The study also introduces a two-area interconnected hybrid microgrid with high penetration levels of renewable energy sources.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2021)

Article Engineering, Electrical & Electronic

A comprehensive comparison of Virtual Synchronous Generators with focus on virtual inertia and frequency regulation

Vincenzo Mallemaci et al.

Summary: The concept of Virtual Synchronous Generator (VSG) can help power electronic converters behave as synchronous generators, providing ancillary services and addressing grid stability issues. This paper reviews and compares ten VSG solutions, describes each model, proposes a tuning procedure, and presents experimental tests to show the behavior of the VSGs.

ELECTRIC POWER SYSTEMS RESEARCH (2021)

Article Engineering, Electrical & Electronic

A Stability Enhancement Method Based on Adaptive Virtual Resistor for Electric-hydrogen Hybrid DC Microgrid Grid-connected Inverter Under Weak Grid

Luoyi Li et al.

Summary: This paper proposes a stability enhancement method based on adaptive virtual resistor for addressing impedance mismatch issues in a grid-connected inverter connected to a weak grid. Through experimental verification, the effectiveness of the proposed method in improving the stability of DC bus voltage and power distribution under different operating scenarios was successfully demonstrated.

ELECTRIC POWER SYSTEMS RESEARCH (2021)

Review Energy & Fuels

Virtual Inertia Control Methods in Islanded Microgrids

Vjatseslav Skiparev et al.

Summary: This survey reviews recent studies on virtual inertia control methods in islanded microgrids, aiming to understand the suitability of certain control methods for different scenarios, current theoretical and numerical challenges, and the potential predominant control strategies in the future.

ENERGIES (2021)

Article Engineering, Electrical & Electronic

An advanced virtual synchronous generator control technique for frequency regulation of grid-connected PV system

Haseeb Ur Rehman et al.

Summary: This study focuses on using virtual synchronous generator (VSG) systems to increase inertia control in power systems to address frequency instability caused by renewable energy integration, and finds optimal values for droop controller parameters using genetic algorithm optimization. Significant improvements are observed in simulation results through the proposed GA-based VSG control technique.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2021)

Article Green & Sustainable Science & Technology

Model predictive control of microgrids - An overview

Jiefeng Hu et al.

Summary: The development of microgrids is a beneficial option for integrating rapidly growing renewable energies, but it faces challenges such as the stochastic nature of renewable energies and variable power demand leading to unstable voltage/frequency. Predictive control has shown great potential in microgrid applications, particularly in voltage regulation, frequency control, and economic operation optimization.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Article Green & Sustainable Science & Technology

Optimal Load Frequency Control of Island Microgrids via a PID Controller in the Presence of Wind Turbine and PV

Reza Alayi et al.

Summary: This article investigates the load frequency control of a multi-source microgrid with renewable energy sources. A PID controller and ISTES are proposed for frequency control, along with CRPSO optimization method for improved stability in the system.

SUSTAINABILITY (2021)

Article Engineering, Electrical & Electronic

Load Frequency Control of a Two-Area Power System With a Stand-Alone Microgrid Based on Adaptive Model Predictive Control

Peter Anuoluwapo Gbadega et al.

Summary: This study introduces an adaptive model predictive control technique for load frequency control in a stand-alone microgrid. Investigating the effects of system parameters variations and critical physical constraints, the robustness and superiority of this technique are explored.

IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS (2021)

Article Engineering, Multidisciplinary

Hybrid SCA and adaptive controller to enhance the performance of grid-connected PV system

Mohamed Mokhtar et al.

Summary: This paper proposes a hybrid adaptive controller to improve the performance of the PV system under various disturbances and stabilize the operation of the MPPT. The gains of the controller are automatically updated with changes in operating conditions and the controller is initialized using the SCA.

AIN SHAMS ENGINEERING JOURNAL (2021)

Article Computer Science, Interdisciplinary Applications

African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

Benyamin Abdollahzadeh et al.

Summary: Metaheuristics, especially the African Vultures Optimization Algorithm (AVOA), play a crucial role in solving optimization problems, outperforming existing algorithms in standard benchmarks and engineering design problems. The statistical evaluation further confirms the significant superiority of AVOA.

COMPUTERS & INDUSTRIAL ENGINEERING (2021)

Article Engineering, Electrical & Electronic

An Improved Synchronization Stability Method of Virtual Synchronous Generators Based on Frequency Feedforward on Reactive Power Control Loop

Xiaoling Xiong et al.

Summary: This article reveals the mechanism of improving synchronization stability using an LPF in the RPCL, proposes an improved synchronization stability method by feedforwarding the frequency difference to the RPCL, and presents how to design the coefficient of the frequency feedforward path based on different inertia requirements.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2021)

Article Engineering, Multidisciplinary

Marine predators algorithm for load frequency control of modern interconnected power systems including renewable energy sources and energy storage units

Mohamed A. Sobhy et al.

Summary: The paper discusses the critical role of Load Frequency Control (LFC) in modern power systems, incorporating conventional generators, RESs, and ES units. Utilizing PID controllers and the Marine Predators Algorithm (MPA) for optimization, the simulation results demonstrate the effectiveness of the proposed control scheme and the enhancement of transient responses by ES units.

AIN SHAMS ENGINEERING JOURNAL (2021)

Article Computer Science, Information Systems

Model Predictive Control for EV Aggregators Participating in System Frequency Regulation Market

Sinan Cai et al.

Summary: The proposed model predictive control scheme for EV aggregators aims to increase their payments in system frequency regulation. By implementing a seasonal-autoregressive-integral-moving-average (SARIMA) model for price prediction, the EV aggregators' payments are further boosted.

IEEE ACCESS (2021)

Article Computer Science, Information Systems

Frequency Regulation of an Isolated Microgrid With Electric Vehicles and Energy Storage System Integration Using Adaptive and Model Predictive Controllers

Mishkat Ullah Jan et al.

Summary: Energy storage system (ESS) is crucial for dealing with the growth of renewable energy resources and providing frequency support to microgrids, while the integration of electric vehicles (EVs) can enhance system stability. Collaboration between ESS and EVs is capable of efficiently managing frequency irregularities to ensure the efficient operation of microgrids.

IEEE ACCESS (2021)

Review Energy & Fuels

The implementation framework of a microgrid: A review

Sheetal Chandak et al.

Summary: A microgrid is a small-scale power system that combines distributed power generation, power storage, and load, with a focus on integration and operational characteristics. The article explores the challenges and modifications required to integrate microgrids in developing countries like India, along with reviewing control strategies from microgrid testbeds globally.

INTERNATIONAL JOURNAL OF ENERGY RESEARCH (2021)

Article Engineering, Electrical & Electronic

Improvement of Frequency Regulation in VSG-Based AC Microgrid Via Adaptive Virtual Inertia

Xiaochao Hou et al.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2020)

Article Engineering, Electrical & Electronic

Inertia Response Improvement in AC Microgrids: A Fuzzy-Based Virtual Synchronous Generator Control

Amin Karimi et al.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2020)

Article Automation & Control Systems

Resilient Model Predictive Control of Cyber-Physical Systems Under DoS Attacks

Qi Sun et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)

Review Engineering, Electrical & Electronic

A comprehensive review of virtual synchronous generator

Khalid Mehmood Cheema

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2020)

Article Engineering, Electrical & Electronic

Impact of wind turbine generator technologies and frequency controls on the stable operation of medium voltage islanded microgrids

Dominik Willenberg et al.

ELECTRIC POWER SYSTEMS RESEARCH (2020)

Article Engineering, Electrical & Electronic

Constrained population extremal optimization-based robust load frequency control of multi-area interconnected power system

Kangdi Lu et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2019)

Article Engineering, Electrical & Electronic

Robust Frequency Control of Microgrids Using an Extended Virtual Synchronous Generator

Abdolwahhab Fathi et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2018)

Article Engineering, Electrical & Electronic

Whale optimisation algorithm for automatic generation control of interconnected modern power systems including renewable energy sources

Hany M. Hasanien

IET GENERATION TRANSMISSION & DISTRIBUTION (2018)

Article Engineering, Electrical & Electronic

Optimization of a battery energy storage system using particle swarm optimization for stand-alone microgrids

Thongchart Kerdphol et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2016)

Article Engineering, Electrical & Electronic

Battery energy storage for load frequency control of an interconnected power system

SK Aditya et al.

ELECTRIC POWER SYSTEMS RESEARCH (2001)