Publications associées à Ordre de mérite

End-to-End Learning for Stochastic Optimization: A Bayesian Perspective

Daniel Kuhn, Yves Rychener, Tobias Sutter

We develop a principled approach to end-to-end learning in stochastic optimization. First, we show that the standard end-to-end learning algorithm admits a Bayesian interpretation and trains a posterior Bayes action map. Building on the insights of this an ...

2023

Reliable Dispatch of Active Distribution Networks via a Two-layer Grid-Aware Model Predictive Control: Theory and Experimental Validation

Mario Paolone, Rahul Kumar Gupta, Antonio Zecchino, Ji Hyun Yi

Dispatching active distribution networks (ADNs) is an energy-intensive application that, if implemented via battery-energy storage systems (BESSs), can require a large capacity of these assets in order to fully balance the uncertainties caused by the stoch ...

2022

Optimized market value of alpine solar photovoltaic installations

Jérôme François Sylvain Dujardin, Annelen Kahl

Solar photovoltaic (PV) is the most rapidly expanding renewable resource worldwide. Yet, its full potential may be hindered by mismatches with market demand and correlated production profiles. In this research, we explore a case study of innovative PV plac ...

2022

Expansion planning of active distribution networks achieving their dispatchability via energy storage systems

Mario Paolone, Ji Hyun Yi, Katarina Knezovic

This paper presents a combined framework for power distribution network expansion planning (DNEP) and energy storage systems (ESSs) allocation in active distribution networks (ADNs) hosting large amount of photovoltaic (PV) generations and loads. The propo ...

2022

Gold-in-copper at low *CO coverage enables efficient electromethanation of CO2

Michael Graetzel, Yang Li, Dan Ren, Jun Li, Yongfeng Xie, Xiaoyan Wang, Yiping Wang, Ziyun Wang, Pengfei Ou, Yi Xu

The renewable-electricity-powered CO2 electroreduction reaction provides a promising means to store intermittent renewable energy in the form of valuable chemicals and dispatchable fuels. Renewable methane produced using CO2 electroreduction attracts inter ...

NATURE RESEARCH2021

Compilation of real-time control strategies for heterogeneous resources at MV and LV

Mario Paolone, Rahul Kumar Gupta, Plouton Grammatikos, Antonio Zecchino

Description of deliverable and goal 1.1. Executive summary The core of this activity is to provide distribution system operators with tools for the operation of utility-scale distributed battery energy storage systems (BESSs) in order to optimize the in ...

SCCER-FURIES2021

Validation of an advanced control algorithms based on short-term forecasting of PV generation (RE Demo)

Mario Paolone, Rahul Kumar Gupta

The objective of this activity is to validate an advanced real-time control framework for power distribution networks in order to control grid-connected battery energy storage system (BESSs) to satisfy the control’s objectives such as tracking a day-ahead ...

SCCER-FURIES2021

A convex model for induction motor starting transients imbedded in an OPF-based optimization problem

Hossein Sekhavatmanesh

Large horsepower induction motors play a critical role in the operation of industrial facilities. In this respect, the distribution network operators dedicate a high priority to the operational safety of these motor loads. In this paper, the induction moto ...

ELSEVIER SCIENCE SA2020

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Ordre de mérite

Advanced control strategies to exploit the hydropower potential enhancing ancillary services provision to the power system

Dispatch-aware Optimal Planning of Active Distribution Networks including Energy Storage Systems

End-to-End Learning for Stochastic Optimization: A Bayesian Perspective

Reliable Dispatch of Active Distribution Networks via a Two-layer Grid-Aware Model Predictive Control: Theory and Experimental Validation

Optimized market value of alpine solar photovoltaic installations

Expansion planning of active distribution networks achieving their dispatchability via energy storage systems

Gold-in-copper at low *CO coverage enables efficient electromethanation of CO2

Compilation of real-time control strategies for heterogeneous resources at MV and LV

Validation of an advanced control algorithms based on short-term forecasting of PV generation (RE Demo)

A convex model for induction motor starting transients imbedded in an OPF-based optimization problem

Graph Chatbot

Chattez avec Graph Search

Advanced control strategies to exploit the hydropower potential enhancing ancillary services provision to the power system

Dispatch-aware Optimal Planning of Active Distribution Networks including Energy Storage Systems

Expansion planning of active distribution networks achieving their dispatchability via energy storage systems

Optimized market value of alpine solar photovoltaic installations

A convex model for induction motor starting transients imbedded in an OPF-based optimization problem

Compilation of real-time control strategies for heterogeneous resources at MV and LV

End-to-End Learning for Stochastic Optimization: A Bayesian Perspective

Reliable Dispatch of Active Distribution Networks via a Two-layer Grid-Aware Model Predictive Control: Theory and Experimental Validation

Validation of an advanced control algorithms based on short-term forecasting of PV generation (RE Demo)

Gold-in-copper at low *CO coverage enables efficient electromethanation of CO2