2020
DOI: 10.3390/en13123154
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Reactive Power Control Method for Enhancing the Transient Stability Total Transfer Capability of Transmission Lines for a System with Large-Scale Renewable Energy Sources

Abstract: With the increased proportion of intermittent renewable energy sources (RES) integrated into the sending-end, the total transfer capability of transmission lines is not sufficient during the peak periods of renewable primary energy (e.g., the wind force), causing severe RES power curtailment. The total transfer capability of transmission lines is generally restricted by the transient stability total transfer capability (TSTTC). This paper presents a reactive power control method to enhance the TSTTC of transmi… Show more

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Cited by 4 publications
(5 citation statements)
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“…In the domain of dataset building, several open challenges facing the research community can be identified: (1) open sourcing datasets from power system WAMS measurements, (2) addressing potential security concerns associated with WAMS data [11], (3) open sourcing existing benchmark test cases, (4) providing a unified and consistent set of benchmark test cases featuring power systems of varying sizes and levels of RES penetration, (5) providing benchmark test cases featuring hybrid AC/DC power grids, and (6) providing standardized simulated environments of power systems for the reinforcement learning. These points deal with standardization of benchmark test cases and bringing them closer to the expected future levels of RES penetration, as well as introducing the hybrid AC/DC power grids [82,83].…”
Section: Challenges and Future Research Opportunitiesmentioning
confidence: 99%
See 2 more Smart Citations
“…In the domain of dataset building, several open challenges facing the research community can be identified: (1) open sourcing datasets from power system WAMS measurements, (2) addressing potential security concerns associated with WAMS data [11], (3) open sourcing existing benchmark test cases, (4) providing a unified and consistent set of benchmark test cases featuring power systems of varying sizes and levels of RES penetration, (5) providing benchmark test cases featuring hybrid AC/DC power grids, and (6) providing standardized simulated environments of power systems for the reinforcement learning. These points deal with standardization of benchmark test cases and bringing them closer to the expected future levels of RES penetration, as well as introducing the hybrid AC/DC power grids [82,83].…”
Section: Challenges and Future Research Opportunitiesmentioning
confidence: 99%
“…The hard work of building some of these components is already under way, with the support of the LF Energy (https://www.lfenergy.org, accessed on 18 November 2021) umbrella organization of open-source power system projects. In the domain of data processing pipelines, challenges include: (1) automatic data labeling, (2) creative features engineering for real-time performance, (3) dealing with the class imbalance problem, (4) dealing with missing data, (5) dealing with data drift, (6) using embedding as a features space reduction, and (7) using autoencoders with unsupervised learning for dimensionality reduction.…”
Section: Challenges and Future Research Opportunitiesmentioning
confidence: 99%
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“…On this front, new resource mix will significantly (and irreversibly) reduce the power system inertia, thereby exacerbating the power system transient stability (TSA) problems of tomorrow. The response of the power grids with low system inertia to disturbances necessitates new approaches for dealing with the TSA issues [3]. The electric grid is also under increasing strain from the growing share of electric vehicles, which increase in the overall grid load and electricity demands.…”
Section: Introductionmentioning
confidence: 99%
“…The increasing penetration of renewable energy sources, coupled with the liberalized energy markets, gives rise to new challenges for safe, secure and stable power system operation. A growing share of renewables, i.e., wind and photovoltaic (PV) power plants, in the overall generation mix, combined with the simultaneous decommissioning of the conventional carbon-fired power plants, is putting the power system operation under increased stress [1,2]. Some of the principal operational challenges include: (1) reduced system inertia, (2) over-generation, (3) adequacy risks, (4) poor reactive power for voltage control, (5) grid congestion, (6) reduced frequency regulation, (7) steep residual load ramps, (8) negative residual load, (9) effectiveness of energy trading, and others.…”
Section: Introductionmentioning
confidence: 99%