Research Projects from the Annual Report

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  • H2Carsharing-Flottenfahrzeug
    © Fraunhofer ISE

    From left to right: Simon Vieser (Project Engineer Fraunhofer ISE), Monika Otto (Executive Board Stadtmobil), Dominik Haisch (Fleet Management Stadtmobil), Tom Smolinka (Department Head "Chemical Energy Storage" Fraunhofer ISE) in front of the fuel cell vehicle.

    Project in the Business Area: Hydrogen Technologies and Electrical Energy Storage Topic: Electrolysis and Power-to-Gas, Duration: 07/2022 - 02/2023

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  • ki-pipelines for adaptive heat pump operation
    © Fraunhofer ISE

    ki-pipeline for adaptive heat pump operation

    Heat pumps are an effective solution for reducing energy consumption and the environmental impact of buildings, and for introducing renewable energy into the heat supply. However, the actual efficiency of heat pumps in practice does not always meet expectations. In addition to high occurring heat losses, the energy efficiency is reduced by an inappropriate system design, by misparameterization of the heat pump control and by undetected operating deficits. Therefore, the subject of the "AI4HP" project is the development of a new generation of "intelligent heat pumps", which adaptively adjust to changing boundary conditions with the help of artificial neural networks and thus increase energy efficiency while maintaining user comfort. | Duration: 09/2021 - 08/2024

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  • Joint Project: FernWP

    District and Process Heat Supply by Heat Pumps As a Substitute for Coal Combustion; Subproject: Planning, Construction and Operation of a GWP Test Plant

    © Fraunhofer ISE

    Prototype of a high-temperature butane heat pump.

    With the phase-out of coal-fired power generation, not only will large amounts of power generation capacity be lost, but also gigawatts of thermal capacity in district heating networks that will have to be replaced by low-CO2 alternatives. Large-scale heat pumps at former power plant sites that feed heat into existing district or local heating networks are a promising alternative to decentralized solutions, especially in densely built-up urban areas. The project aims to reduce the barriers to the timely integration of large-scale heat pumps into district heating systems, both from a technical and an economic point of view. | Duration: 10/2021 - 09/2025

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