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Employment (2)

University of Applied Sciences Augsburg: Augsburg, GERMANY, DE

2020-03-01 to present | Research Assistant
Employment
Source: Self-asserted source
Simon Wenninger

Project Group Business & Information Systems Engineering of the Fraunhofer FIT: Augsburg, GERMANY, DE

2019-09-01 to present | Research Assistant
Employment
Source: Self-asserted source
Simon Wenninger

Works (26)

The Energy Synchronization Platform concept in the model region Augsburg to enable and streamline automated industrial demand response

Applied Energy
2025-06 | Journal article
DOI: 10.1016/j.apenergy.2025.125455
Contributors: Christine van Stiphoudt; Sergio Potenciano Menci; Can Kaymakci; Simon Wenninger; Dennis Bauer; Sebastian Duda; Gilbert Fridgen; Alexander Sauer
Source: check_circle
Crossref

The influence of building energy performance prediction accuracy on retrofit rates

Energy Policy
2023-06 | Journal article
DOI: 10.1016/j.enpol.2023.113542
Contributors: Christian Wiethe; Simon Wenninger
Source: check_circle
Crossref

Aggregating Energy Flexibility for Demand-Side Management in Manufacturing Companies – A Two-Step Method

2022 | Book chapter
DOI: 10.1007/978-3-030-78424-9_69
Contributors: M. Lindner; S. Wenninger; G. Fridgen; M. Weigold
Source: check_circle
Crossref

Data-driven support and risk modeling for a successful heat transition in the building sector

University of Bayreuth
2022 | Dissertation or Thesis
DOI: 10.15495/EPUB_UBT_00006488
Contributors: Simon Wenninger
Source: Self-asserted source
Simon Wenninger

Benchmarking building energy performance: Accuracy by involving occupants in collecting data - A case study in Germany

Journal of Cleaner Production
2022-12 | Journal article
DOI: 10.1016/j.jclepro.2022.134762
Contributors: Lars Wederhake; Simon Wenninger; Christian Wiethe; Gilbert Fridgen; Dominic Stirnweiß
Source: check_circle
Crossref

On the surplus accuracy of data-driven energy quantification methods in the residential sector

Energy Informatics
2022-12 | Journal article
DOI: 10.1186/s42162-022-00194-8
Part of ISSN: 2520-8942
Source: Self-asserted source
Simon Wenninger

Evidence for residential building retrofitting practices using explainable AI and socio-demographic data

Energy Reports
2022-11 | Journal article
DOI: 10.1016/j.egyr.2022.10.060
Contributors: Simon Wenninger; Philip Karnebogen; Sven Lehmann; Tristan Menzinger; Michelle Reckstadt
Source: check_circle
Crossref

Leveraging advanced ensemble models to increase building energy performance prediction accuracy in the residential building sector

Energy and Buildings
2022-08 | Journal article
DOI: 10.1016/j.enbuild.2022.112242
Part of ISSN: 0378-7788
Source: Self-asserted source
Simon Wenninger

The influence of risk perception on energy efficiency investments: Evidence from a German survey

Energy Policy
2022-08 | Journal article
DOI: 10.1016/j.enpol.2022.113033
Contributors: Sebastian Rockstuhl; Simon Wenninger; Christian Wiethe; Jakob Ahlrichs
Source: check_circle
Crossref

Ein integriertes Konzept für nachhaltige hybride Arbeit – Erkenntnisse und Handlungsempfehlungen aus einem Transformationsprojekt

HMD Praxis der Wirtschaftsinformatik
2022-05-31 | Journal article
DOI: 10.1365/s40702-022-00882-9
Contributors: Thomas Kreuzer; Julia Lanzl; Jörg Römmelt; Manfred Schoch; Simon Wenninger
Source: check_circle
Crossref

Explainable long-term building energy consumption prediction using QLattice

Applied Energy
2022-02 | Journal article
DOI: 10.1016/j.apenergy.2021.118300
Part of ISSN: 0306-2619
Source: Self-asserted source
Simon Wenninger

The Human’s Comfort Mystery—Supporting Energy Transition with Light-Color Dimmable Room Lighting

Sustainability
2022-02-17 | Journal article
DOI: 10.3390/su14042311
Contributors: Simon Wenninger; Christian Wiethe
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Systematic Selection Process of Machine Learning Cloud Services for Manufacturing SMEs

Computers
2022-01 | Journal article | Author
DOI: 10.3390/computers11010014
Contributors: Can Kaymakci; Simon Wenninger; Philipp Pelger; Alexander Sauer
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Impact of socio-economic factors on local energetic retrofitting needs - A data analytics approach

Energy Policy
2022-01 | Journal article
DOI: 10.1016/j.enpol.2021.112646
Part of ISSN: 0301-4215
Source: Self-asserted source
Simon Wenninger

A Holistic Framework for AI Systems in Industrial Applications

Lecture Notes in Information Systems and Organisation
2021 | Book chapter
DOI: 10.1007/978-3-030-86797-3_6
Part of ISSN: 2195-4968
Part of ISSN: 2195-4976
Source: Self-asserted source
Simon Wenninger

Enabling The Smart Factory – A Digital Platform Concept For Standardized Data Integration

2021 | Conference paper
DOI: 10.15488/11275
Source: Self-asserted source
Simon Wenninger

Energieflexibel in die Zukunft – Wie Fabriken zum Gelingen der Energiewende beitragen können

Fraunhofer-Gesellschaft
2021 | Journal article
DOI: 10.24406/FIT-N-638765
Source: Self-asserted source
Simon Wenninger
grade
Preferred source (of 2)‎

Energieflexibilitätsdatenmodell der Energiesynchronisationsplattform

Fraunhofer-Gesellschaft
2021 | Journal article
DOI: 10.24406/IGCV-N-642370
Source: Self-asserted source
Simon Wenninger

Energy Anomaly Detection in Industrial Applications with Long Short-term Memory-based Autoencoders

Procedia CIRP
2021 | Journal article
DOI: 10.1016/j.procir.2021.11.031
Part of ISSN: 2212-8271
Source: Self-asserted source
Simon Wenninger

Integrating Energy Flexibility in Production Planning and Control - An Energy Flexibility Data Model-Based Approach

2021 | Conference paper
DOI: 10.15488/11249
Source: Self-asserted source
Simon Wenninger

Understanding the risk perception of energy efficiency investments: Investment perspective vs. energy bill perspective

Energy Policy
2021-12 | Journal article
DOI: 10.1016/j.enpol.2021.112616
Contributors: Sebastian Rockstuhl; Simon Wenninger; Christian Wiethe; Björn Häckel
Source: check_circle
Crossref

Quantifizierung unternehmerischer Nachhaltigkeit in der Fertigungsindustrie: Entwicklung eines zielorientierten Nachhaltigkeitsindex

Zeitschrift für Energiewirtschaft
2021-12-29 | Journal article
DOI: 10.1007/s12398-021-00312-1
Contributors: Simon Rusche; Sebastian Rockstuhl; Simon Wenninger
Source: check_circle
Crossref

Benchmarking Energy Quantification Methods to Predict Heating Energy Performance of Residential Buildings in Germany

Business & Information Systems Engineering
2021-03-10 | Journal article
DOI: https://doi.org/10.1007/s12599-021-00691-2
Source: Self-asserted source
Simon Wenninger

Konzept der Energiesynchronisationsplattform. Diskussionspapier V3

2020 | Report
DOI: 10.24406/IGCV-N-602416
Source: Self-asserted source
Simon Wenninger

The impact of political instruments on building energy retrofits: A risk-integrated thermal Energy Hub approach

Energy Policy
2020-12 | Journal article
DOI: 10.1016/j.enpol.2020.111851
Part of ISSN: 0301-4215
Source: Self-asserted source
Simon Wenninger

Wie IT die Energieflexibilitätsvermarktung von Industrieunternehmen ermöglicht und die Energiewende unterstützt

HMD Praxis der Wirtschaftsinformatik
2020-10-29 | Journal article
DOI: 10.1365/s40702-020-00679-8
Part of ISSN: 1436-3011
Part of ISSN: 2198-2775
Source: Self-asserted source
Simon Wenninger
grade
Preferred source (of 2)‎
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