Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

Session Overview
S4-05: Session 4
Tuesday, 14/June/2022:
10:30am - 12:20pm

Session Chair: Rachid OUARET
Location: Auditorium Saint-Exupéry

Level 2

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10:30am - 11:00am

Optimal aeration of wastewater treatment plants based on recurrent neural networks and real plant data

Christian Hoffmann, Joris Weigert, Gerardo Brand-Rihm, Erik Esche, Jens-Uwe Repke

Technische Universität Berlin, Process Dynamics and Operations Group, Str. d. 17. Juni 135, 10623 Berlin, Germany

11:00am - 11:20am

Optimization of the Wastewater Treatment Plant Aeration Using Artificial Neural Networks Models

Norbert-Botond Mihály, Vasile Mircea Cristea

Babes-Bolyai University, Romania

11:20am - 11:40am

A Methodology for The Optimal Surrogate Modelling of Digital Twins Using Machine Learning

Andrea Galeazzi1, Kristiano Prifti1, Francesco Gallo2, Flavio Manenti1

1Politecnico di Milano, CMIC Department "Giulio Natta", Piazza Leonardo da Vinci 32, Milan 20133, Italy; 2Itelyum Regeneration s.r.l., Pieve Fissiraga, Lodi, 20133, Italy

11:40am - 12:00pm

A digital twin-concept for smart process equipment assemblies supporting process validation in modular plants

Jonathan Mädler, Julian Rahm, Isabell Viedt, Leon Urbas

TU Dresden, Germany

12:00pm - 12:20pm

The Impact of Reward Shaping in Reinforcement Learning for Agent-based Microgrid Control

Valentin Père, Fabien Baillon, Mathieu Milhé, Jean-Louis Dirion

IMT Mines Albi, France

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