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03/14/2023
PRISMA: A Novel Approach for Deriving Probabilistic Surrogate Safety Measures for Risk Evaluation
Surrogate Safety Measures (SSMs) are used to express road safety in term...
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01/19/2023
Suboptimality analysis of receding horizon quadratic control with unknown linear systems and its applications in learning-based control
For a receding-horizon controller with a known system and with an approx...
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03/18/2022
Finite-sample analysis of identification of switched linear systems with arbitrary or restricted switching
This work aims to derive a data-independent finite-sample error bound fo...
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02/24/2022
Scenario Parameter Generation Method and Scenario Representativeness Metric for Scenario-Based Assessment of Automated Vehicles
The development of assessment methods for the performance of Automated V...
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07/12/2021
Constrained Sampling from a Kernel Density Estimator to Generate Scenarios for the Assessment of Automated Vehicles
The safety assessment of automated vehicles (AVs) is an important aspect...
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08/18/2020
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark
While the field of electricity price forecasting has benefited from plen...
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05/31/2020
Real-World Scenario Mining for the Assessment of Automated Vehicles
Scenario-based methods for the assessment of Automated Vehicles (AVs) ar...
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11/12/2019
Short-term forecasting of solar irradiance without local telemetry: a generalized model using satellite data
Due to the increasing integration of solar power into the electrical gri...
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08/01/2017