Essays about: "robust uncertainty"
Showing result 16 - 20 of 81 essays containing the words robust uncertainty.
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16. Stochastic Adaptive Robust Approach in the Optimal Bidding Behavior of a Virtual Power Plant in the Multi-Market Setup
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Hydropower in Sweden is a powerful and efficient source of energy due to its flexibility, usually used to balance the Swedish power system. With the transition of power system into more intermittent power sources, the role of hydro-power as producers will become more important. READ MORE
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17. Distributionally Robust Risk-Bounded Path Planning Through Exact Spatio-temporal Risk Allocation
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : Planning safe paths in the presence of uncertainty is considered a central challenge in enabling robots to successfully navigate in real-world environments. Assumptions about Gaussian uncertainty are rarely justifiable based on real data and can lead to serious miscalculations of risk. READ MORE
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18. Sensitivity analysis of a generic urban flow model : 2D modelling with empirical hyetographs and CDS rain
University essay from KTH/Hållbar utveckling, miljövetenskap och teknikAbstract : Severe flooding events in recent years have underlined the importance of accurate hydrological modelling in urban areas. There are many important parameters relating to both the rainfall distribution and properties of the land on which the rain falls that controls the impacts of the rain event. READ MORE
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19. Spiking Reinforcement Learning for Robust Robot Control Under Varying Operating Conditions
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Over the last few years, deep reinforcement learning (RL) has gained increasing popularity for its successful application to a variety of complex control and decision-making tasks. As the demand for deep RL algorithms deployed in challenging real-world environments grows, their robustness towards uncertainty, disturbances and perturbations of the environment becomes more and more important. READ MORE
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20. Twenty-First Century Drought Projections in Swedish Catchments
University essay from Uppsala universitet/Institutionen för geovetenskaperAbstract : Droughts can have far-reaching and devastating effects on all sectors of society and ecology and future changes to drought and flood patterns are uncertain. This uncertainty has led to a lax response from local officials in dealing with mitigation and adaptation, particularly in Sweden. READ MORE
