Search Results for author: Saverio Bolognani

Found 19 papers, 2 papers with code

Karma: An Experimental Study

no code implementations3 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.

Fairness

Tuning and Testing an Online Feedback Optimization Controller to Provide Curative Distribution Grid Flexibility

no code implementations4 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.

Towards a Systems Theory of Algorithms

no code implementations25 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.

Decision Making

Providing Curative Distribution Grid Flexibility Using Online Feedback Optimization

no code implementations26 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.

A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems

1 code implementation10 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.

Decision Making Fairness +2

Power Distribution Grid Enhancement via Online Feedback Optimization

no code implementations8 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.

Online Feedback Optimization for Subtransmission Grid Control

1 code implementation15 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.

Real-time Curative Actions for Power Systems via Online Feedback Optimization

no code implementations15 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.

A self-contained karma economy for the dynamic allocation of common resources

no code implementations1 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.

Fairness

Adaptive Real-Time Grid Operation via Online Feedback Optimization with Sensitivity Estimation

no code implementations3 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.

Cross-layer Design for Real-Time Grid Operation: Estimation, Optimization and Power Flow

no code implementations28 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.

A Dynamic Population Model of Strategic Interaction and Migration under Epidemic Risk

no code implementations7 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.

Experimental Validation of Feedback Optimization in Power Distribution Grids

no code implementations8 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.

Experimental Validation of Fully Distributed Peer-to-Peer Optimal Voltage Control with Minimal Model Requirements

no code implementations8 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.

Closing the Loop: Dynamic State Estimation and Feedback Optimization of Power Grids

no code implementations6 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.

Today Me, Tomorrow Thee: Efficient Resource Allocation in Competitive Settings using Karma Games

no code implementations22 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.

Generic Existence of Unique Lagrange Multipliers in AC Optimal Power Flow

no code implementations18 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

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