no code implementations • 3 Apr 2024 • Ezzat Elokda, Heinrich Nax, Saverio Bolognani, Florian Dörfler
A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory.
no code implementations • 4 Mar 2024 • Lukas Ortmann, Fabian Böhm, Florian Klein-Helmkamp, Andreas Ulbig, Saverio Bolognani, Florian Dörfler
A flexibility request from the transmission grid to a distribution grid then needs to be split up onto the different flexibility providing units (FPU) in the distribution grid.
no code implementations • 25 Jan 2024 • Florian Dörfler, Zhiyu He, Giuseppe Belgioioso, Saverio Bolognani, John Lygeros, Michael Muehlebach
Traditionally, numerical algorithms are seen as isolated pieces of code confined to an {\em in silico} existence.
no code implementations • 26 Jun 2023 • Florian Klein-Helmkamp, Fabian Böhm, Lukas Ortmann, Alexander Winkens, Florian Schmidtke, Saverio Bolognani, Florian Dörfler, Andreas Ulbig
Distribution grid flexibility is discussed as a possible measure in curative system operation, yielding a need for an efficient and robust coordination mechanism for the joint flexibility provision by individual units to the transmission grid.
no code implementations • 11 May 2023 • Lukas Ortmann, Christian Rubin, Alessandro Scozzafava, Janick Lehmann, Saverio Bolognani, Florian Dörfler
Optimization is an essential part of power grid operation and lately, Online Optimization methods have gained traction.
1 code implementation • 10 May 2023 • Nicolò Pagan, Joachim Baumann, Ezzat Elokda, Giulia De Pasquale, Saverio Bolognani, Anikó Hannák
By qualitative analysis, and through a simulation example of recommender systems, we show which specific types of ML biases are affected by each type of feedback loop.
no code implementations • 8 May 2023 • Jonas G. Matt, Lukas Ortmann, Saverio Bolognani, Florian Dörfler
In this paper, we use real consumption and generation data on a low-voltage CIGR\'E grid model and an experiment on a real distribution grid feeder to analyze how different Volt/VAr methods can enhance grid capacity, i. e., by how much they can improve the grid's capability to transmit active power without building new lines.
1 code implementation • 15 Dec 2022 • Lukas Ortmann, Jean Maeght, Patrick Panciatici, Florian Dörfler, Saverio Bolognani
The increasing electric power consumption and the shift towards renewable energy resources demand for new ways to operate transmission and subtransmission grids.
no code implementations • 15 Dec 2022 • Lukas Ortmann, Gianni Hotz, Saverio Bolognani, Florian Dörfler
Instead of pre-planning, we propose to calculate these complex curative actions in real-time after the occurrence of a contingency.
no code implementations • 24 Oct 2022 • Alessandro Zanardi, Pier Giuseppe Sessa, Nando Käslin, Saverio Bolognani, Andrea Censi, Emilio Frazzoli
We consider the interaction among agents engaging in a driving task and we model it as general-sum game.
no code implementations • 1 Jul 2022 • Ezzat Elokda, Saverio Bolognani, Andrea Censi, Florian Dörfler, Emilio Frazzoli
This paper presents karma mechanisms, a novel approach to the repeated allocation of a scarce resource among competing agents over an infinite time.
no code implementations • 3 Oct 2021 • Miguel Picallo, Lukas Ortmann, Saverio Bolognani, Florian Dörfler
In this paper we propose an approach based on an Online Feedback Optimization (OFO) controller with grid input-output sensitivity estimation for real-time grid operation, e. g., at subsecond time scales.
no code implementations • 28 Sep 2021 • Miguel Picallo, Dominic Liao-McPherson, Saverio Bolognani, Florian Dörfler
In this paper, we propose a combined Online Feedback Optimization (OFO) and dynamic estimation approach for a real-time power grid operation under time-varying conditions.
no code implementations • 7 Sep 2021 • Ezzat Elokda, Saverio Bolognani, Ashish R. Hota
In this paper, we show how a dynamic population game can model the strategic interaction and migration decisions made by a large population of agents in response to epidemic prevalence.
no code implementations • 8 Oct 2019 • Lukas Ortmann, Adrian Hauswirth, Ivo Caduff, Florian Dörfler, Saverio Bolognani
On a real distribution grid, we compare the local Volt/VAr droop control recommended in recent grid codes, a centralized dispatch based on optimal power flow (OPF) programming, and a feedback optimization (FO) controller that we propose.
no code implementations • 8 Oct 2019 • Lukas Ortmann, Alexander Prostejovsky, Kai Heussen, Saverio Bolognani
This paper addresses the problem of voltage regulation in a power distribution grid using the reactive power injections of grid-connected power inverters.
no code implementations • 6 Sep 2019 • Miguel Picallo, Saverio Bolognani, Florian Dörfler
This consists in continuously driving the controllable power injections and loads towards the optimal set-points in time-varying conditions based on real-time measurements performed on the grid.
no code implementations • 22 Jul 2019 • Andrea Censi, Saverio Bolognani, Julian G. Zilly, Shima Sadat Mousavi, Emilio Frazzoli
We present a new type of coordination mechanism among multiple agents for the allocation of a finite resource, such as the allocation of time slots for passing an intersection.
no code implementations • 18 Jun 2018 • Adrian Hauswirth, Saverio Bolognani, Gabriela Hug, Florian Dörfler
Even if the KKT conditions are applicable, the multipliers may not be unique.
Optimization and Control