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Konstantin Hopf

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Acting Professor

University of Bamberg

Germany

Research Interests

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Professors in Germany Professors in Energy Engineering Energy Engineering professors in Germany

Recent Grants

Grant: Close

DigiSWM - KI und fortgeschrittene Datenanalysen für ein Zusammenspiel von Strom, Wärme und Mobilität

Open Date: 2021-07-01

Close Date: 2025-02-28

Grant: Close

Kombinierte Verhaltens- und Analyse-Innovation zur Steigerung der Energieeffizienz mittels Smart Meter in Privathaushalt; Teilprojekt: Maschinelle Lernverfahren für Energieeffizienz-Feedback

Open Date: 2020-12-01

Close Date: 2022-08-31

Grant: Close

Automatische Erkennung von Effizienz- und Selbstversorgungspotenzialen individueller Haushalte

Open Date: 2017-06-01

Close Date: 2020-03-31

Grant: Close

Energiedatenanalyse: Steigerung der Dienstleistungsqualität und Energieeffizienz im Haushaltsbereich

Open Date: 2015-11-01

Close Date: 2018-10-31

Articles (9)

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2025

Year:

2023

Collaborators (5)

Jorge Pérez-Aracil

Assistant Professor

Universidad de Alcalá

SPAIN

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Thong Nguyen-Huy

Lecturer

University of Southern Queensland

AUSTRALIA

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Thorsten Staake

Full professor

University of Bamberg

GERMANY

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David Casillas-Pérez

Assistant professor

Universidad Rey Juan Carlos - Campus de Fuenlabrada

SPAIN

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Marco Pruckner

University of Wuerzburg

GERMANY

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Konstantin Hopf

Research Interests

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Recent Grants

Articles (9)

Do dynamic electricity tariffs change the gains of residential PV-battery systems? A simulation-based evaluation using data from 448 households

Explainable Singular Spectrum Analysis deep learning model for half-hourly electricity price prediction

Validating Explainer Methods: A Functionally Grounded Approach for Numerical Forecasting

Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach

Optimization of heating curves for heat pumps in operation: Outdoor temperature ranges for energy-efficient heating curve shifts

The group mind of hybrid teams with humans and intelligent agents in knowledge-intense work

Addressing Learners’ Heterogeneity in Higher Education : An Explainable AI-Based Feedback Artifact for Digital Learning Environments

Data-Based Craft : How Data Scientists Craft Their Data, Models, and Products

Short-Term Electricity Load Forecasting Using the Temporal Fusion Transformer: Effect of Grid Hierarchies and Data Sources

Collaborators (5)

Jorge Pérez-Aracil

Thong Nguyen-Huy

Thorsten Staake

David Casillas-Pérez

Marco Pruckner

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