Articles with "scenario generation" as a keyword



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A novel data-driven scenario generation framework for transmission expansion planning with high renewable energy penetration

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Published in 2018 at "Applied Energy"

DOI: 10.1016/j.apenergy.2018.06.095

Abstract: Transmission expansion planning (TEP) is facing unprecedented challenges with the rise of integrated renewable energy resources (RES), flexible load elements, and the potential electrification of transport and heat sectors. Under this reality, the inadequate information… read more here.

Keywords: transmission expansion; expansion; energy; generation ... See more keywords
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A new wind speed scenario generation method based on spatiotemporal dependency structure

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Published in 2021 at "Renewable Energy"

DOI: 10.1016/j.renene.2020.10.132

Abstract: Abstract The accuracy of wind speed scenario generation is critical to the energy dispatching and planning of the wind-integrated power system. The accuracy of the modeling of wind speed can be improved with a comprehensive… read more here.

Keywords: speed scenario; dependency structure; speed; wind speed ... See more keywords
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Test Scenario Generation and Optimization Technology for Intelligent Driving Systems

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Published in 2022 at "IEEE Intelligent Transportation Systems Magazine"

DOI: 10.1109/mits.2019.2926269

Abstract: In this paper, we propose a new scenario generation algorithm called Combinatorial Testing Based on Complexity (CTBC) based on both combinatorial testing (CT) method and Test Matrix (TM) technique for intelligent driving systems. To guide… read more here.

Keywords: complexity; scenario; scenario generation; intelligent driving ... See more keywords
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SceGene: Bio-Inspired Traffic Scenario Generation for Autonomous Driving Testing

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Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2021.3134661

Abstract: The core value of simulation-based autonomy tests is to create densely extreme traffic scenarios to test the performance and robustness of the algorithms and systems. Test scenarios are usually designed or extracted manually from the… read more here.

Keywords: scegene; scenario generation; scenario; traffic ... See more keywords