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Keywords = black-start restoration

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24 pages, 3980 KiB  
Article
A Two-Stage Restoration Method for Distribution Networks Considering Generator Start-Up and Load Recovery Under an Earthquake Disaster
by Lin Peng, Aihua Zhou, Junfeng Qiao, Qinghe Sun, Zhonghao Qian, Min Xu and Sen Pan
Electronics 2025, 14(15), 3049; https://doi.org/10.3390/electronics14153049 - 30 Jul 2025
Viewed by 217
Abstract
Earthquakes can severely disrupt power distribution networks, causing extensive outages and disconnection from the transmission grid. This paper proposes a two-stage restoration method tailored for post-earthquake distribution systems. First, earthquake-induced damage is modeled using ground motion prediction equations (GMPEs) and fragility curves, and [...] Read more.
Earthquakes can severely disrupt power distribution networks, causing extensive outages and disconnection from the transmission grid. This paper proposes a two-stage restoration method tailored for post-earthquake distribution systems. First, earthquake-induced damage is modeled using ground motion prediction equations (GMPEs) and fragility curves, and degraded network topologies are generated by Monte Carlo simulation. Then, a time-domain generator start-up model is developed as a mixed-integer linear program (MILP), incorporating cranking power and radial topology constraints. Further, a prioritized load recovery model is formulated as a mixed-integer second-order cone program (MISOCP), integrating power flow, voltage, and current constraints. Finally, case studies demonstrate the effectiveness and general applicability of the proposed method, confirming its capability to support resilient and adaptive distribution network restoration under various earthquake scenarios. Full article
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17 pages, 4822 KiB  
Article
Black-Start Strategy for Offshore Wind Power Delivery System Based on Series-Connected DRU-MMC Hybrid Converter
by Feng Li, Danqing Chen, Honglin Chen, Shuxin Luo, Hao Yu, Tian Hou, Guoteng Wang and Ying Huang
Electronics 2025, 14(13), 2543; https://doi.org/10.3390/electronics14132543 - 23 Jun 2025
Viewed by 265
Abstract
The series-connected DRU-MMC hybrid converter, with its compact size and cost-effectiveness, presents an attractive solution for long-distance offshore wind power transmission. However, its application is limited by the DRU’s unidirectional power flow and the voltage mismatch between the auxiliary MMC and the onshore [...] Read more.
The series-connected DRU-MMC hybrid converter, with its compact size and cost-effectiveness, presents an attractive solution for long-distance offshore wind power transmission. However, its application is limited by the DRU’s unidirectional power flow and the voltage mismatch between the auxiliary MMC and the onshore MMC during black-start operations. To overcome these challenges, a four-stage black-start strategy utilizing an auxiliary step-down transformer connected to the onshore MMC is proposed. The proposed strategy operates as follows: The onshore MMC first lowers its valve-side voltage via an auxiliary transformer, enabling reduced DC-side voltage. With the DRU bypassed, the offshore MMC draws startup power through the DC link, then switches to V/f mode with wind turbine curtailment to reduce DC current below the DRU bypass threshold. After stable, low-power operation, the DRU is integrated. The onshore MMC then restores rated DC voltage and disconnects the transformer, allowing gradual wind turbine reconnection to complete black-start. The simulation results confirm the approach’s feasibility under conditions where all wind turbines operate in grid-following mode. Full article
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16 pages, 8895 KiB  
Article
A Black Start Recovery Strategy for a PV-Based Energy Storage Microgrid, Considering the State of Charge of Energy Storage
by Xiaoyu Li, Tianxiang Ma, Zhiyuan Zhang, Da Zhang, Yan Xu and Kaichen Wang
Electronics 2025, 14(9), 1696; https://doi.org/10.3390/electronics14091696 - 22 Apr 2025
Cited by 1 | Viewed by 545
Abstract
To mitigate black start failures resulting from energy storage state of charge (SOC) exceeding operational limits, this study develops a restoration strategy incorporating SOC constraints. Firstly, an adaptive SOC control without bias for energy storage units is proposed to achieve SOC balance. Secondly, [...] Read more.
To mitigate black start failures resulting from energy storage state of charge (SOC) exceeding operational limits, this study develops a restoration strategy incorporating SOC constraints. Firstly, an adaptive SOC control without bias for energy storage units is proposed to achieve SOC balance. Secondly, the maximum power point tracking (MPPT) mode for photovoltaic power generation is integrated with the load tracking mode, enabling effective tracking of load variations when the photovoltaic output is sufficient; conversely, when the photovoltaic output is inadequate, the energy storage output compensates for the shortfall, thus avoiding the SOC limit due to an insufficient remaining SOC of the energy storage, while also significantly reducing the quantity of charge and discharge cycles undergone by the energy storage units. Finally, the simulation results show that, according to the proposed control strategy for recovery, the maximum system frequency of the black start process does not exceed 50.11, and the minimum is not lower than 49.82, which are within reasonable limits. At the same time, the number of charge/discharge conversions of the three storage batteries is 12 when the PV system adopts the coordinated control of MPPT and load tracking, and the number of charge/discharge conversions of the storage batteries in the PV MPPT mode is 21. This ensures the success of the black start process and prolongs the life of the energy storage battery. Full article
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22 pages, 13155 KiB  
Article
Research on Multi-Machine Pre-Synchronization Control and Optimization Based on Parallel Recovery Black Start
by Zhongping Ruan, Shuye Ding and Yizhi Chen
Energies 2025, 18(6), 1546; https://doi.org/10.3390/en18061546 - 20 Mar 2025
Viewed by 534
Abstract
With the increasing prevalence of renewable energy, microgrids play a crucial role in enhancing distributed energy efficiency and system flexibility. However, the intermittent and unpredictable nature of renewable energy generation presents significant challenges for microgrid restoration and stable operation. Black-start technology, a key [...] Read more.
With the increasing prevalence of renewable energy, microgrids play a crucial role in enhancing distributed energy efficiency and system flexibility. However, the intermittent and unpredictable nature of renewable energy generation presents significant challenges for microgrid restoration and stable operation. Black-start technology, a key method for autonomous power restoration, is essential for ensuring reliable microgrid operation. Grid-forming virtual synchronous generators (VSGs), with inherent inertia support and regulation capabilities, autonomously establish the voltage, meeting the power supply demands of black-start processes. However, during the pre-synchronization of multiple distributed energy resources in black-start scenarios, rapid phase-angle adjustments can cause frequency fluctuations due to the coupling between the frequency and phase angle. This coupling often leads to frequency overshoot and decreased system stability. To address this challenge, this paper proposes an enhanced parallel restoration strategy for a multi-source black start. Optimizing phase-angle control reduces the dependency on phase-locked loops (PLLs), mitigates phase-angle difference jumps, and accelerates the pre-synchronization process. Furthermore, a linear active disturbance rejection controller (LADRC) dynamically compensates for frequency fluctuations, effectively decoupling the frequency from the phase angle. This approach improves synchronization accuracy and enhances parallel reliability among multiple distributed energy resources (DERs). Simulation results show that the proposed method suppresses frequency overshoot and system disturbances during a multi-source black start, significantly enhancing microgrid restoration capability and operational stability. Full article
(This article belongs to the Special Issue Advances and Optimization of Electric Energy System—2nd Edition)
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34 pages, 3761 KiB  
Article
Enabling Power System Restoration from Offshore Wind Power Plants in the UK
by Rui Alves, Ning Yang, Lie Xu and Agustí Egea-Àlvarez
Energies 2025, 18(2), 436; https://doi.org/10.3390/en18020436 - 20 Jan 2025
Cited by 1 | Viewed by 1332
Abstract
This paper presents the findings from the initial phases of the SIF BLADE project, focused on demonstrating the capabilities of an offshore wind power plant (OWPP) for power system restoration (PSR). It provides an overview of PSR, highlighting its challenges and operational requirements, [...] Read more.
This paper presents the findings from the initial phases of the SIF BLADE project, focused on demonstrating the capabilities of an offshore wind power plant (OWPP) for power system restoration (PSR). It provides an overview of PSR, highlighting its challenges and operational requirements, alongside the various scenarios considered in the project. The study includes a steady-state analysis to assess whether the OWPP can meet local network demands for both active and reactive power. Results indicate that the OWPP can operate within an envelope that covers all local power requirements. Additionally, electromagnetic transient (EMT) analysis was conducted to evaluate different percentages of grid-forming (GFM) converter penetration during the energisation process. These analyses aimed to determine compliance with transmission system operator (TSO) requirements. Findings demonstrate that all GFM penetration levels met the necessary TSO standards. Furthermore, a novel small-signal analysis was performed to identify the optimal percentage of GFM converters for enhancing system stability during block loading. The analysis suggests that for top-up scenarios, a GFM penetration between 20% and 40% is optimal, while for anchor scenarios, 40% to 60% GFM penetration enhances stability and robustness. Full article
(This article belongs to the Section A: Sustainable Energy)
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27 pages, 10089 KiB  
Article
Novel Hierarchical Energy Management System for Enhanced Black Start Capabilities at Distribution and Transmission Networks
by Ayse Colak, Mohamed Abouyehia and Khaled Ahmed
Energies 2024, 17(11), 2605; https://doi.org/10.3390/en17112605 - 28 May 2024
Cited by 1 | Viewed by 1374
Abstract
A novel energy management system featuring a unique framework involving multiple hierarchical controllers at the distribution and transmission network levels is proposed. The unique objective function of this energy management system is designed to enhance system inertia during black start and optimise load [...] Read more.
A novel energy management system featuring a unique framework involving multiple hierarchical controllers at the distribution and transmission network levels is proposed. The unique objective function of this energy management system is designed to enhance system inertia during black start and optimise load shedding. The objective function further aims to increase reliance on renewable energy sources, prioritising solar power along with battery and fuel cell technologies. This work delves deeply into the dynamics of multi-area power networks, where some areas possess black start capabilities (BSAs) while others do not (NBSAs). The proposed energy management system specifically explores the complex interplay between these black start capabilities and the hierarchical load restoration order. During grid blackouts, the systems located in BSA areas are tasked with first restoring essential loads in their own regions before extending aid to the adjacent NBSA areas, taking into account factors such as their available reserved power and geographical proximity. This work is extended to analyse complex multi-area power network architectures. This extended analysis provides invaluable insights for enhancing power restoration processes and facilitating the large-scale integration of sustainable energy solutions in complex systems. The proposed energy management system is validated using the IEEE 39-Bus network, which consists of ten distinct areas, each differing in their black start capabilities. The results demonstrate the superiority of the proposed system. Full article
(This article belongs to the Special Issue Energy, Electrical and Power Engineering 2024)
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18 pages, 5754 KiB  
Article
Experimental Study and Effectiveness Evaluation on the Rapid Antiquing of Red Sandstone in Ancient Buildings Restoration
by Dunwen Liu, Xianqing Meng, Tao Ao and Kunpeng Cao
Buildings 2024, 14(3), 751; https://doi.org/10.3390/buildings14030751 - 11 Mar 2024
Cited by 1 | Viewed by 1327
Abstract
As there are few cases of red sandstone rapid antiquing in ancient buildings and as it is difficult to reproduce, this paper carried out an experimental study and effect evaluation assessment on red sandstone rapid antiquing in the restoration of ancient buildings, based [...] Read more.
As there are few cases of red sandstone rapid antiquing in ancient buildings and as it is difficult to reproduce, this paper carried out an experimental study and effect evaluation assessment on red sandstone rapid antiquing in the restoration of ancient buildings, based on a restoration project of an ancient town in Ganzhou. The method and the implementation process of red sandstone rapid antiquing are proposed by starting from color antiquing and texture antiquing. By controlling the concentration of red mud, grass ash, and carbon black in color coatings as variables, using the HSV (hue, saturation, value) color space and Tamura texture features (roughness, contrast, orientation) to quantitatively analyze the antiquing effect, an analytical model for evaluating the red sandstone antiquing effect based on image processing was established. The results showed that among all the antiquing groups, the group that used white cement, green zeolite, imitation greenery, red clay, grass ash, and 5 mL/L carbon black liquid at the same time had the best effect, with a qualified rate of 90%. The analytical model can improve the evaluation efficiency of red sandstone antiquing and avoid errors caused by subjective factors. With feasibility and practicability, the model is conducive for new red sandstone to meet the requirements of ancient building restoration through rapid antiquing. It provides a scientific basis and technical reference for red sandstone antiquing in stone cultural relics and ancient building restoration. Full article
(This article belongs to the Special Issue Protection and Retrofit Methods of Historic Buildings)
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31 pages, 2166 KiB  
Review
A Review on Black-Start Service Restoration of Active Distribution Systems and Microgrids
by Adel Heidari-Akhijahani and Karen L. Butler-Purry
Energies 2024, 17(1), 100; https://doi.org/10.3390/en17010100 - 23 Dec 2023
Cited by 8 | Viewed by 1897
Abstract
There has been a notable increase in the frequency and severity of extreme events, such as hurricanes, floods, wildfires, and storms. These events, although infrequent, have a significant disruptive effect, causing prolonged outages and compromising essential services, thereby severely affecting customers’ safety. As [...] Read more.
There has been a notable increase in the frequency and severity of extreme events, such as hurricanes, floods, wildfires, and storms. These events, although infrequent, have a significant disruptive effect, causing prolonged outages and compromising essential services, thereby severely affecting customers’ safety. As a result, there is an urgent requirement to enhance the resilience of distribution networks by quickly restoring the loads during and after a disaster. In this regard, this paper reviews the existing studies on black-start service restoration in active distribution systems and microgrids. A comprehensive review is conducted for each aspect of the restoration problem, encompassing various proposed methods and modeling techniques found in the existing literature. The aim of this review is to consolidate the knowledge and findings from previous studies, providing a valuable resource for researchers and practitioners in the field. Also, some key research directions for the future work in this field are recommended for developing more practical and reliable methods. Full article
(This article belongs to the Section A1: Smart Grids and Microgrids)
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19 pages, 1586 KiB  
Article
European LIFE Projects Dedicated to Ecological Restoration in Mediterranean and Black Sea Coastal Lagoons
by Rutger De Wit and Nathalie Boutin
Environments 2023, 10(6), 101; https://doi.org/10.3390/environments10060101 - 13 Jun 2023
Cited by 6 | Viewed by 3605
Abstract
This paper discusses how ecological restoration has been pursued through projects financed by LInstrument Financier pour l’Environnement (LIFE) of the European Commission in Mediterranean and Black Sea coastal lagoon sites affiliated with the Natura 2000 network. While the LIFE [...] Read more.
This paper discusses how ecological restoration has been pursued through projects financed by LInstrument Financier pour l’Environnement (LIFE) of the European Commission in Mediterranean and Black Sea coastal lagoon sites affiliated with the Natura 2000 network. While the LIFE programme started in 1992, the first project focusing on ecological restoration in a coastal lagoon setting in this eco-region was attributed in 1995. In total, 50% (27) of the 54 LIFE projects in the Mediterranean and Black Sea coastal lagoons comprised a worksite on ecological restoration. Eighteen finalized projects, all realized after 2008, have been sufficiently documented for our analysis. The ecological restoration works included (i) removing solid waste and alien invasive species, (ii) re-building lagoons, (iii) creating islets for bird colonies, (iv) restoring the hydrodynamics of the lagoons, and (v) restoring and protecting vegetation. The latter includes submerged aquatic vegetation in the lagoons, halophytes on tidal flats and in fringing salt marshes, freshwater marsh plants, and dune vegetation. Abandoned salt works (Salinas), originally created within the coastal lagoons or on their shoreline, represent significant areas that can be managed for conservation or restoration. Coastal lagoons are transitional waters, and successful restoration of water quality and aquatic communities must include the concept of the aquatic continuum. Combating eutrophication requires managing the watersheds of the lagoons to drastically decrease nutrient loadings. Unfortunately, these issues have only been marginally addressed by the LIFE projects, as they were too often limited by the perimeter of the Natura 2000 sites. In principle, the Water Framework Directive takes care of these issues and, according to an integrative vision, links them with the protected Natura 2000 sites. In practice, however, the LIFE projects and the water policies in the member states still suffer from sectorial approaches. Full article
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22 pages, 3422 KiB  
Article
RETRACTED: Environmental Conditions and the Fish Stocks Situation in the Black Sea, between Climate Change, War, and Pollution
by Victorita Radulescu
Water 2023, 15(6), 1012; https://doi.org/10.3390/w15061012 - 7 Mar 2023
Cited by 13 | Viewed by 5603 | Retraction
Abstract
Climate change, pollution, capture, invasive species, and the war from Ukraine have a significant impact on the environment and fish populations in the Black Sea. In June last year, on the Romanian and Bulgarian seashore, large amounts of algae, dead fish, and jellyfish [...] Read more.
Climate change, pollution, capture, invasive species, and the war from Ukraine have a significant impact on the environment and fish populations in the Black Sea. In June last year, on the Romanian and Bulgarian seashore, large amounts of algae, dead fish, and jellyfish were discovered. The ongoing depletion of fish stocks necessitates extensive research, concerning their living conditions, reproduction, population, and migration. This paper starts by presenting the environmental conditions for air, sediment, and water up to 60 m, based on direct monitoring and measurements realized between 2014 and 2020. The recent war has affected the environmental conditions of the sea, especially near Snake Island and Crimea Peninsula, well known for fish reproduction. A dedicated paragraph presents the sources of water pollution, with direct effects on eutrophication, fish reproduction, and their populations. The appearance and development of some invasive species, which influence the local fish populations, are also illustrated. All these new factors associated with the capture quotas are responsible for decreasing the number of fish species and their populations in the Black Sea. Finally, some discussions are mentioned, which are necessary to be followed in order to restore the fish stocks. Full article
(This article belongs to the Section Water, Agriculture and Aquaculture)
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21 pages, 3307 KiB  
Article
A New Restoration Strategy in Microgrids after a Blackout with Priority in Critical Loads
by Vasiliki Vita, Georgios Fotis, Christos Pavlatos and Valeri Mladenov
Sustainability 2023, 15(3), 1974; https://doi.org/10.3390/su15031974 - 19 Jan 2023
Cited by 54 | Viewed by 3837
Abstract
The danger of a total blackout in a wide area or, even worse, in a country is always present. The restoration methods after a blackout mainly focus on the strategy that the dispatchers in the control centers of the Transmission System Operator will [...] Read more.
The danger of a total blackout in a wide area or, even worse, in a country is always present. The restoration methods after a blackout mainly focus on the strategy that the dispatchers in the control centers of the Transmission System Operator will follow than the abilities that the distribution’s microgrids have. This study suggests a restoration technique to improve distribution system resilience following a blackout, using distributed generation for the restoration of important loads. The goal of the restoration problem is to maximize the number of critical loads that are restored following the catastrophic incident. Under the restrictions of the DGs and the network, the DGs with good black start capability are restored first. Load weight and node importance degree are suggested during the recovery path selection procedure, while taking node topological importance and load importance into account. A mixed-integer linear program (MILP) is used to simulate the issue, and the modified IEEE 39-bus test system is used to verify the efficacy of the suggested restoration approach. Full article
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32 pages, 5636 KiB  
Article
Risks in the European Transmission System and a Novel Restoration Strategy for a Power System after a Major Blackout
by Georgios Fotis, Vasiliki Vita and Theodoros I. Maris
Appl. Sci. 2023, 13(1), 83; https://doi.org/10.3390/app13010083 - 21 Dec 2022
Cited by 84 | Viewed by 10861
Abstract
Many citizens of European countries may soon experience a long and extensive blackout. The lack of predictability in the output of renewable energy sources, aggravating the problem of consistently matching supply with demand on electric grids, along with cyber-attacks or even worse unpredictable [...] Read more.
Many citizens of European countries may soon experience a long and extensive blackout. The lack of predictability in the output of renewable energy sources, aggravating the problem of consistently matching supply with demand on electric grids, along with cyber-attacks or even worse unpredictable incidents in the electric grid are some factors that may mean a blackout is much more likely than in previous years. This paper covers the possibility of an extensive blackout in a country of the interconnected European electricity transmission system or, even worse, a blackout in a wide area of the European continent. The topic of this paper becomes even more important and timely given the energy crisis due to the war in Ukraine, which has made the possibility of a blackout in the winter of 2022–2023 high. First, the major European blackouts that occurred in the past 20 years are presented, examining their causes. On 8 January 2021, the European electricity grid was divided into two separate sections, with different frequencies; some additional scenarios are considered which, if they had happened, could have led to blackouts in some European countries or, even worse, a wide area of Europe. This work also examines how to avoid such an eventuality, as well as how European TSOs should react in case a blackout occurs. Focused on the fast and reliable supply of consumers after a blackout, a novel restoration strategy based on the A* Algorithm is presented. Its efficiency is validated in the IEEE-39 and IEEE-68 bus systems. Full article
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12 pages, 271 KiB  
Article
Quantum Clones inside Black Holes
by Gerard ’t Hooft
Universe 2022, 8(10), 537; https://doi.org/10.3390/universe8100537 - 18 Oct 2022
Cited by 25 | Viewed by 26106
Abstract
A systematic procedure is proposed for better understanding the evolution laws of black holes in terms of pure quantum states. We start with the two opposed regions I and II in the Penrose diagram, and study the evolution of matter in these [...] Read more.
A systematic procedure is proposed for better understanding the evolution laws of black holes in terms of pure quantum states. We start with the two opposed regions I and II in the Penrose diagram, and study the evolution of matter in these regions, using the algebra derived earlier from the Shapiro effect in quantum particles. Since this spacetime has two distinct asymptotic regions, one must assume that there is a mechanism that reduces the number of states. In earlier work we proposed that region II describes the angular antipodes of region I, the ‘antipodal identification’, but this eventually leads to contradictions. Our much simpler proposal is now that all states defined in region II are exact quantum clones of those in region I. This indicates more precisely how to restore unitarity by making all quantum states observable, and in addition suggests that generalisations towards other black hole structures will be possible. An apparent complication is that the wave function must evolve with a purely antisymmetric, imaginary-valued Hamiltonian, but this complication can be well-understood in a realistic interpretation of quantum mechanics. Full article
(This article belongs to the Section Foundations of Quantum Mechanics and Quantum Gravity)
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25 pages, 6803 KiB  
Article
Black Start Capability from Large Industrial Consumers
by Gayan Abeynayake, Liana Cipcigan and Xiaolin Ding
Energies 2022, 15(19), 7262; https://doi.org/10.3390/en15197262 - 3 Oct 2022
Cited by 5 | Viewed by 3609
Abstract
The way of control and operation of an electrical power system has been changing rapidly with the integration of renewable energy sources (RES). One of the emerging issues that require addressing is the capability of RES to participate in the restoration process upon [...] Read more.
The way of control and operation of an electrical power system has been changing rapidly with the integration of renewable energy sources (RES). One of the emerging issues that require addressing is the capability of RES to participate in the restoration process upon a total or partial system failure. However, with the continuous shutdown of large-centralised generators, which traditionally provided the black start support together with the variability of RES, the restoration process becomes much more complex. Primarily, the RES should have enough capacity to energise the load at the time of the restoration. Nonetheless, due to significant advantages, there is an increasing trend to use RES to meet the local energy demand by large industrial customers. The flexibility of shifting loads together with the surplus of RE generation could support the system operator during the system energisation process after a blackout. This paper mainly focuses on identifying the capabilities and factors that should be accounted for to participate in the system restoration process by large industrial consumers. The case study conducted on a large-scale steel factory in the UK reveals the possibility of supporting the restoration process under the bottom-up approach. Full article
(This article belongs to the Special Issue Intelligent Control for Future Systems)
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18 pages, 3331 KiB  
Article
Islanded Microgrid Restoration Studies with Graph-Based Analysis
by Ogbonnaya Bassey and Karen L. Butler-Purry
Energies 2022, 15(19), 6979; https://doi.org/10.3390/en15196979 - 23 Sep 2022
Cited by 3 | Viewed by 1633
Abstract
The need to restore and keep the grid running or fast restoration during emergencies such as extreme weather conditions is quite apparent given the reliance of other infrastructure on electricity. One promising approach to electricity restoration is the use of locally available energy [...] Read more.
The need to restore and keep the grid running or fast restoration during emergencies such as extreme weather conditions is quite apparent given the reliance of other infrastructure on electricity. One promising approach to electricity restoration is the use of locally available energy resources to restore the system to form isolated microgrids. In this paper, we present a black start restoration method that forms islanded microgrids after a blackout. The master DGs in the formed microgrids are coordinated to work together through droop control. Several constraints, including incentive-based demand response (DR) with direct load control (DLC) and distributed generator (DG) operation constraints, were formulated and linearized to realize a mixed-integer linear programming (MILP) restoration model. To improve compactness and to ensure that the model is neither under-sized nor over-sized, a pre-processing graph analysis approach was introduced which helps to characterize the least number of restoration steps needed to optimally restore the microgrid. Studies were performed on a modified IEEE 123 node test feeder to evaluate the effects of demand response, non-dispatchable DGs, and choice of restoration steps on the quality of the restoration solution. When possible, the proposed method yields an interconnected multi-master microgrid with improved redundancy. Full article
(This article belongs to the Section F1: Electrical Power System)
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