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06/23/2023
On tracking varying bounds when forecasting bounded time series
We consider a new framework where a continuous, though bounded, random v...
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03/22/2023
A simulation framework of procurement operations in the container logistics industry
This study proposes a simulation framework of procurement operations in ...
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02/22/2023
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources
Despite their growing popularity, data-driven models of real-world dynam...
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09/05/2022
Online Decision Making for Trading Wind Energy
This paper proposes and develops a new algorithm for trading wind energy...
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06/13/2022
On the Design of Decentralised Data Markets
We present an architecture to implement a decentralised data market, whe...
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06/06/2022
Continuous and Distribution-free Probabilistic Wind Power Forecasting: A Conditional Normalizing Flow Approach
We present a data-driven approach for probabilistic wind power forecasti...
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03/15/2022
Wind energy forecasting with missing values within a fully conditional specification framework
Wind power forecasting is essential to power system operation and electr...
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10/14/2021
Trading Data for Wind Power Forecasting: A Regression Market with Lasso Regularization
This paper proposes a regression market for wind agents to monetize data...
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10/07/2021
Regression markets and application to energy forecasting
Energy forecasting has attracted enormous attention over the last few de...
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12/16/2020
Adaptive Generalized Logit-Normal Distributions for Wind Power Short-Term Forecasting
There is increasing interest in very short-term and higher-resolution wi...
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06/22/2020
Differentially Private Convex Optimization with Feasibility Guarantees
This paper develops a novel differentially private framework to solve co...
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04/20/2020
Critical Overview of Privacy-Preserving Learning in Vector Autoregressive Models for Energy Forecasting
Cooperation between different data owners may lead to an improvement of ...
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04/08/2020
Differentially Private Optimal Power Flow for Distribution Grids
Although distribution grid customers are obliged to share their consumpt...
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10/22/2018
Peer-to-peer and community-based markets: A comprehensive review
The advent of distributed power generation, e.g., from rooftop solar pan...
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04/06/2018
Consensus-based approach to peer-to-peer electricity markets with product differentiation
With the sustained deployment of distributed generation capacities and t...
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03/13/2018