Agent-based modelling of market competition among flexibility options using Temporal Fusion Transformer networks

Nitsch, Felix and Schimeczek, Christoph and Bertsch, Valentin (2021) Agent-based modelling of market competition among flexibility options using Temporal Fusion Transformer networks. 31st European Conference On Operational Research, 2021-07-11 - 2021-07-14, Athens, Greece.

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Item URL in elib:

https://elib.dlr.de/143301/

Document Type:

Conference or Workshop Item (Speech)

Title:

Agent-based modelling of market competition among flexibility options using Temporal Fusion Transformer networks

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Nitsch, Felix	UNSPECIFIED	https://orcid.org/0000-0002-9824-3371	UNSPECIFIED
Schimeczek, Christoph	UNSPECIFIED	https://orcid.org/0000-0002-0791-9365	UNSPECIFIED
Bertsch, Valentin	UNSPECIFIED	https://orcid.org/0000-0001-9477-4805	UNSPECIFIED

Date:

14 July 2021

Refereed publication:

Open Access:

Yes

Gold Open Access:

In SCOPUS:

In ISI Web of Science:

Status:

Published

Keywords:

Agent-based modelling, machine learning, time series forecasts

Event Title:

31st European Conference On Operational Research

Event Location:

Athens, Greece

Event Type:

international Conference

Event Start Date:

11 July 2021

Event End Date:

14 July 2021

HGF - Research field:

Energy

HGF - Program:

Energy System Design

HGF - Program Themes:

Energy System Transformation

DLR - Research area:

Energy

DLR - Program:

E SY - Energy System Technology and Analysis

DLR - Research theme (Project):

E - Systems Analysis and Technology Assessment

Location:

Stuttgart

Institutes and Institutions:

Institute of Networked Energy Systems > Energy Systems Analysis, ST

Deposited By:

Nitsch, Felix

Deposited On:

03 Aug 2021 15:08

Last Modified:

15 Jul 2024 12:27

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