| Explainable long-term building energy consumption prediction using QLattice S Wenninger, C Kaymakci, C Wiethe Applied Energy 308, 118300, 2022 | 64 | 2022 |
| The impact of political instruments on building energy retrofits: A risk-integrated thermal Energy Hub approach J Ahlrichs, S Rockstuhl, T Tränkler, S Wenninger Energy Policy 147, 111851, 2020 | 44 | 2020 |
| Benchmarking energy quantification methods to predict heating energy performance of residential buildings in Germany S Wenninger, C Wiethe Business & Information Systems Engineering 63 (3), 223-242, 2021 | 30 | 2021 |
| A holistic framework for AI systems in industrial applications C Kaymakci, S Wenninger, A Sauer Innovation Through Information Systems: Volume II: A Collection of Latest …, 2021 | 29 | 2021 |
| Understanding the risk perception of energy efficiency investments: Investment perspective vs. energy bill perspective S Rockstuhl, S Wenninger, C Wiethe, B Häckel Energy Policy 159, 112616, 2021 | 28 | 2021 |
| Impact of socio-economic factors on local energetic retrofitting needs-A data analytics approach J Ahlrichs, S Wenninger, C Wiethe, B Häckel Energy Policy 160, 112646, 2022 | 19 | 2022 |
| Integrating Energy Flexibility in Production Planning and Control-An Energy Flexibility Data Model-Based Approach L Bank, S Wenninger, J Köberlein, M Lindner, C Kaymakci, M Weigold, ... ESSN: 2701-6277, 2021 | 19 | 2021 |
| Future vehicle energy supply-sustainable design and operation of hybrid hydrogen and electric microgrids R Förster, M Kaiser, S Wenninger Applied energy 334, 120653, 2023 | 18 | 2023 |
| Leveraging advanced ensemble models to increase building energy performance prediction accuracy in the residential building sector K Konhäuser, S Wenninger, T Werner, C Wiethe Energy and Buildings 269, 112242, 2022 | 16 | 2022 |
| Wie IT die Energieflexibilitätsvermarktung von Industrieunternehmen ermöglicht und die Energiewende unterstützt D Bauer, A Hieronymus, C Kaymakci, J Köberlein, J Schimmelpfennig, ... HMD Praxis der Wirtschaftsinformatik 58 (1), 102-115, 2020 | 16 | 2020 |
| Energy anomaly detection in industrial applications with long short-term memory-based autoencoders C Kaymakci, S Wenninger, A Sauer Procedia CIRP 104, 182-187, 2021 | 15 | 2021 |
| A systematic selection process of machine learning cloud services for manufacturing SMEs C Kaymakci, S Wenninger, P Pelger, A Sauer Computers 11 (1), 14, 2022 | 13 | 2022 |
| How sustainable is machine learning in energy applications?–the sustainable machine learning balance sheet S Wenninger, C Kaymakci, C Wiethe, J Römmelt, L Baur, B Häckel, ... | 12 | 2022 |
| Aggregating Energy Flexibility for Demand-Side Management in Manufacturing Companies–A Two-Step Method M Lindner, S Wenninger, G Fridgen, M Weigold Congress of the German Academic Association for Production Technology, 631-638, 2021 | 12 | 2021 |
| Benchmarking building energy performance: Accuracy by involving occupants in collecting data-A case study in Germany L Wederhake, S Wenninger, C Wiethe, G Fridgen, D Stirnweiß Journal of cleaner production 379, 134762, 2022 | 10 | 2022 |
| Quantifizierung unternehmerischer Nachhaltigkeit in der Fertigungsindustrie: Entwicklung eines zielorientierten Nachhaltigkeitsindex S Rusche, S Rockstuhl, S Wenninger Zeitschrift für Energiewirtschaft 45 (4), 317-343, 2021 | 9 | 2021 |
| Evidence for residential building retrofitting practices using explainable AI and socio-demographic data S Wenninger, P Karnebogen, S Lehmann, T Menzinger, M Reckstadt Energy reports 8, 13514-13528, 2022 | 8 | 2022 |
| Energieflexibel in die Zukunft: Wie Fabriken zum Gelingen der Energiewende beitragen können A Bachmann, L Bank, C Bark, D Bauer, B Blöchl, M Brugger, HU Buhl, ... VDI Verlag, 2021 | 8 | 2021 |
| How flexible are energy flexibilities? developing a flexibility score for revenue and risk analysis in industrial demand-side management S Rusche, J Weissflog, S Wenninger, B Häckel Applied Energy 345, 121351, 2023 | 6 | 2023 |
| The influence of risk perception on energy efficiency investments: Evidence from a German survey S Rockstuhl, S Wenninger, C Wiethe, J Ahlrichs Energy Policy 167, 113033, 2022 | 6 | 2022 |
