Publications & presentations

Please note that the open access publications issued from the SENS4ICE project are also available in the SENS4ICE community in the open access repository Zenodo.

Publications

Sensor evaluation results and final roadmaps for future technology development and exploitation (D4.1).

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Final report on hybrid ice detection development (D4.2).

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Final report on airborne demonstration and atmospheric characterisation (D4.3).

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Final report on evaluation of technologies developed in SENS4ICE and technical project results (D4.4).

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DLR's press release "Detecting supercooled water droplets in flight", March 2024.

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SENS4ICE Newsletter No 8, February 2024.

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SENS4ICE Newsletter No 7, July 2023.

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SENS4ICE Newsletter No 6, February 2023.

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The SENS4ICE EU project – SENSors and certifiable hybrid architectures for safer aviation in ICing Environment – Project Overview and Initial Results. Carsten W. Schwarz
Published in the framework of the 33rd Congress of the International Council of the Aeronautical Sciences (ICAS 2022).

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Icing Wind Tunnel Measurements of Supercooled Large Droplets Using the 12 mm Total Water Content Cone of the Nevzorov Probe. Johannes Lucke, Tina Jurkat-Witschas, Romy Heller, Valerian Hahn, Matthew Hamman, Wolfgang Breitfuss
Published on EGUsphere: the EGU interactive community platform.

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Fiber Bragg Grating Sensors ice detection: Methodologies and performance. Miguel González del Val, Malte Frövel (INTA)
Published in Sensors and Actuators A: Physical.

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SENS4ICE Project public abstract, August 2022.

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SENS4ICE Newsletter No 5, May 2022.

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SENS4ICE Newsletter No 4, September 2021.

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Flying with Ice - An Overview of DLR Research in Flight Mechanics with Icing Influence during the Last Decade. Christoph Deiler (German Aerospace Center, DLR)
Published in "DGLR-Publikationsdatenbank".

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Icing Conditions Predictions using FBGS. Miguel González del Val, Malte Frovel, Julio Mora Nogués, Paloma García Gallego (INTA)
Published in "Sensors".

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SENS4ICE Newsletter No 3, February 2021.

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SENS4ICE Newsletter No 2, July 2020.

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Media release about SENS4ICE on Pro-physik.de, April 2020 [German].

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Media release about SENS4ICE on Aviation Week, March 2020.

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Media release about SENS4ICE on Space Daily, April 2020.

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Media release about SENS4ICE on One News Page, April 2020.

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Media release about SENS4ICE on DLR website, March 2020.

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SENS4ICE Project Leaflet, October 2019.

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SENS4ICE Newsletter No 1, November 2019.

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Presentations

Public project overview presentation (April 2024).

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EU Project SENS4ICE Hybrid Ice Detection Architectures Demonstration Results (Aerospace Control and Guidance Systems Committee meeting, April 2024). Carsten Schwarz (DLR)

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Welcome by European Climate, Infrastructure and Environment Executive Agency (CINEA) (SENS4ICE Final Dissemination Event, November 2023). Hugues Felix (CINEA)

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Overview of SENS4ICE project: SENSors and certifiable hybrid architectures FOR safer aviation in ICing Environment (SENS4ICE Final Dissemination Event, November 2023). Carsten Schwarz (DLR)

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Supercooled Large Droplet (SLD) icing wind tunnel tests results (SENS4ICE Final Dissemination Event, November 2023). El Hassan Ridouane, Collins Aerospace

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SLD icing flight test campaigns results including atmosphere characterization (SENS4ICE Final Dissemination Event, November 2023). Aurélien Bourdon (Safire), Daniel Martins da Silva (Embraer) and Johannes Lucke (DLR)

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Icing detection technologies evaluation: Hybrid Ice Detection and Indirect Ice Detection (SENS4ICE Final Dissemination Event, November 2023). Annagrazia Orazzo (Safran) and Christoph Deiler (DLR)

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Icing detection technologies evaluation - Remote ice detection (SENS4ICE Final Dissemination Event, November 2023). Alessandra Lucia Zollo (CIRA)

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Icing detection technologies evaluation – Direct ice detection solutions: Adaptive Icing Patch (AIP) (SENS4ICE Final Dissemination Event, November 2023). Ian Roberts (AeroTex)

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Icing detection technologies evaluation – Direct ice detection solutions: Ice Differentiator System (IDS) (SENS4ICE Final Dissemination Event, November 2023). El Hassan Ridouane (Collins Aerospace)

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Icing detection technologies evaluation – Direct ice detection solutions: Local Ice Layer Detector (LILD) (SENS4ICE Final Dissemination Event, November 2023). Martin Pohl (DLR)

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Icing detection technologies evaluation – Direct ice detection solutions: Short Range Particulate (SRP) (SENS4ICE Final Dissemination Event, November 2023). Pavel Badin (Honeywell)

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Icing detection technologies evaluation – Direct ice detection solutions: Fiber Optic Detector (FOD) (SENS4ICE Final Dissemination Event, November 2023). Malte Frövel (INTA)

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Icing detection technologies evaluation – Direct ice detection solutions: Atmospheric Hydrometeor Detector based on Electrostatics (AHDEL) (SENS4ICE Final Dissemination Event, November 2023). Rafael Sousa Martins (ONERA)

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Icing detection technologies evaluation – Direct ice detection solutions: Atmospheric Measurement of Potential and ElectRic field on Aircraft (AMPERA) (SENS4ICE Final Dissemination Event, November 2023). Rafael Sousa Martins (ONERA)

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Icing detection technologies evaluation – Direct ice detection solutions: Primary in-Flight Icing Detection System (PFIDS) (SENS4ICE Final Dissemination Event, November 2023). Stéphane Le Garrec (Safran)

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SENS4ICE project conclusions (SENS4ICE Final Dissemination Event, November 2023). Carsten Schwarz (DLR)

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Presentation of ICE GENESIS project (SENS4ICE Final Dissemination Event, November 2023). Estelle Laine (Airbus)

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Presentation of MUSIC-haic project (SENS4ICE Final Dissemination Event, November 2023). Philippe Villedieu (ONERA)

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EASA presentation on aircraft icing research needs (SENS4ICE Final Dissemination Event, November 2023). Esther Garcia Gonzalez (EASA)

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Considerations on future EU icing research strategy (SENS4ICE Final Dissemination Event, November 2023). Stephan Bansmer (Coldsense Technologies)

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SENS4ICE project overview including flight campaigns (SAE AC-9C Aircraft Icing Technology Committee Meeting, October 2023). Carsten Schwarz (DLR)

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INTA FOD icing sensor (SAE AC-9C Aircraft Icing Technology Committee Meeting, October 2023). Malte Frövel, Miguel Gonzalez Del Val (INTA)

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Honeywell SRP icing sensor (SAE AC-9C Aircraft Icing Technology Committee Meeting, October 2023). Matt Wiebold (Honeywell)

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Collins IDS icing sensor (SAE AC-9C Aircraft Icing Technology Committee Meeting, October 2023). Matthew Hamman, Galdemir Botura (Collins Aerospace)

Wind Tunnel and Flight Testing of a Lamb Wave Based Ice Accretion Sensor (German Aerospace Conference DLRK, September 2023). Martin Pohl (German Aerospace Center, DLR)

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Meteorological conditions and microphysical properties that lead to aircraft icing as observed during the SENS4ICE campaigns (German Aerospace Conference DLRK, September 2023). Johannes Lucke (German Aerospace Center, DLR)

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Testing of an Indirect Ice Detection Methodology in the Horizon 2020 Project SENS4ICE (German Aerospace Conference DLRK, September 2023). Christoph Deiler (German Aerospace Center, DLR)

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SENS4ICE EU Project - Icing Detection Technologies Evaluation (German Aerospace Conference DLRK, September 2023). Carsten Schwarz (German Aerospace Center, DLR)

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An aviation support tool for satellite remote detection of in-flight icing (EMS Annual Meeting of the European Meteorological Society – European Conference for Applied Meteorology and Climatology, September 2023). Alessandra Lucia Zollo (Italian Aerospace Research Center, CIRA)

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SENS4ICE Project public overview, July 2023.

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SENS4ICE EU Project Preliminary Results (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Carsten Schwarz (German Aerospace Center, DLR)

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Icing Wind Tunnel Testing for App C and App O Icing Conditions (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Matthew Hamman (Collins Aerospace)

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A Tool for Remote Detection and Nowcasting of In-Flight Icing Using Satellite Data (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Alessandra Lucia Zollo (Italian Aerospace Research Center, CIRA)

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Characterization of Atmospheric Icing Conditions during the HALO-(AC)3 Campaign with the Nevzorov Probe and the Backscatter Cloud Probe with Polarization Detection (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Johannes Lucke (German Aerospace Center, DLR)

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Overview on the Meteorological Conditions During the SENS4ICE Airborne Test Campaigns (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Olivier Jaron (CNRM, Météo-France)

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Overview of Cloud Microphysical Measurements during the SENS4ICE Airborne Test Campaigns: Contrasting Icing Frequencies from Climatological Data to First Results from Airborne Observations (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Tina Jurkat-Witschas (German Aerospace Center, DLR)

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INTA Fiber Optic Detector (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Miguel Gonzalez del Val (Instituto Nacional de Tecnica Aeroespacial, INTA)

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Wind Tunnel and Flight Testing of a Lamb Wave Based Ice Accretion Sensor (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Martin Pohl (German Aerospace Center, DLR)

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In-Flight Icing Condition Detection using an On-Board Sensor Measuring the Aircraft Electrostatic Potential (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Rafael Sousa Martins (ONERA)

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Icing Condition Optical Sensor (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Vladimir Hamada (Honeywell International SRO)

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Development of the Atmospheric Icing Patch (AIP) under the SENS4ICE Programme (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Ian Roberts (AeroTex UK)

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Development and Validation Testing of the Collins Ice Differentiator System in App C and App O Icing Conditions (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023) Note: this presentation will not be released publicly. Matthew Hamman (Collins Aerospace)

Design and Testing of an Indirect Ice Detection Methodology (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Christoph Deiler (German Aerospace Center, DLR)

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Hybrid Ice Detection System Development and Validation (SENS4ICE 2nd symposium at SAE Icing Conference, June 2023). Annagrazia Orazzo (Safran Aerosystems)

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SENS4ICE Public Overview (NATO STO AVT-388 “Operation of Unmanned Aerial Vehicles (UAVs) in Icing Environments” online meeting, April 2023). Christoph Deiler (German Aerospace Center, DLR)

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SENS4ICE Ice Detection Technologies SLD IWT testing and flight campaigns (MUSIC-haic Public Forum, February 2023). Carsten Schwarz (German Aerospace Center, DLR)

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Modeling, Identification and Detection of Aircraft Icing - Challenges of Transferring Recent Achievements to (Fixed Wing) UAV (1st International Workshop on Unmanned Aircraft Icing, November 2022). Christoph Deiler (German Aerospace Center, DLR)

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Atmospheric Icing Patch A low power ice detection system (1st International Workshop on Unmanned Aircraft Icing, November 2022). Ian Roberts (Aerotex UK LLP)

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SENS4ICE Ice Detection Technologies SLD IWT Testing Overview (2nd public workshop of EU-funded project ICE GENESIS, November 2022). Carsten Schwarz (German Aerospace Center, DLR)

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SENS4ICE - Aircraft Icing Detection Research (DWD German Weather Service International Icing Seminar, November 2022). Carsten Schwarz (German Aerospace Center, DLR)

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Facing the Challenges of Aircraft Icing (Hamburg Aerospace Lectures, October 2022). Christoph Deiler (German Aerospace Center, DLR)

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SENS4ICE Project Ice Detection Technologies. Overview and Initial Results (Workshop and Networking event - Icing mitigation and monitoring solutions, September 2022). Carsten Schwarz (German Aerospace Center, DLR)

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The SENS4ICE EU project - SENSors and certifiable hybrid architectures for safer aviation in ICing Environment - Project overview and initial results (33rd Congress of the International Council of the Aeronautical Sciences (ICAS), September 2022). Carsten Schwarz (German Aerospace Center, DLR)

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LILD – Local Ice Layer Detector (International Workshop on Atmospheric Icing of Structures (IWAIS), June 2022). Martin Pohl (German Aerospace Center, DLR)

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In-flight icing: a remote detection tool based on satellite data (General Assembly meeting of the European Geosciences Union (EGU), May 2022). Alessandra Lucia Zollo (Italian Aerospace Research Center, CIRA)

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LILD: Local Ice Layer Detector (SAE AC-9C Aircraft Icing Technology Committee meeting, October 2021). Martin Pohl (German Aerospace Center, DLR)

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AIP: Atmospheric Icing Patches (SAE International AC-9C Aircraft Icing Technology Committee meeting, October 2021). Ian Roberts (Aerotex)

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Collins Ice Differentiator Sensor (SAE International AC-9C Aircraft Icing Technology Committee meeting, October 2021). El Hassan Ridouane and Galdemir Botura (Collins Aerospace)

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The SENS4ICE EU project: SENSors and certifiable hybrid architectures for safer aviation in ICing Environment (SAE International AC-9C Aircraft Icing Technology Committee meeting, October 2021). Carsten Schwarz (German Aerospace Center, DLR)

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The SENS4ICE project - SENSors and certifiable hybrid architectures for safer aviation in ICing Environment. A project midterm overview (Prospects of Civil Avionics Development, July 2021). Carsten Schwarz (German Aerospace Center, DLR)

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Measurements of Appendix O conditions in IWT using scientific airborne instrumentation (SAE AC-9C Aircraft Icing Technology Committee meeting, April 2021). J. Lucke, T. Jurkat, C. Voigt (DLR), V. Bora (TUBS), M. Hamman, A. Taylor (Collins Aerospace)

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Collins IWT Capabilities and Icing Characterization (SAE AC-9C Aircraft Icing Technology Committee meeting, April 2021). Matthew Hamman, El Hassan Ridouane, Galdemir Botura, Andrew Taylor (Collins Aerospace)

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Detector óptico de crecimiento y formación de hielo (10th European Meeting on Science, Technology and Innovation, April 2021). Authors: Malte Frövel, Miguel Gonzalez del Val (Instituto Nacional de Técnica Aeroespacial, INTA)

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Detector óptico de crecimiento y formación de hielo (Spanish Icing Platform Conference – Facing the Ice Issue: Science and Industry Advancing together, March 2021). Authors: Malte Frövel, Miguel Gonzalez del Val (Instituto Nacional de Técnica Aeroespacial, INTA)

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Detecting hazardous atmospheric icing conditions (TU Delft PhD Scientific Event, February 2021). Presenter: Johannes Lucke (German Aerospace Center, DLR)

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SENS4ICE icing wind tunnel capabilities and test procedures (Project Symposium, October 2020). Presenter: El Hassan Ridouane (Raytheon Technologies Research Center)

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Hybrid Icing Detection: study and demonstration (Project Symposium, October 2020). Presenter: Christian Thiry, Annagrazia Orazzo (Safran Aerosystems), Giuseppina Nugnes (LEONARDO)

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Indirect ice detection for the hybrid ice detection system (Project Symposium, October 2020). Presenter: Falk Sachs (German Aerospace Center, DLR)

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Selection process definition and sensors downselection for Gate 2 (Project Symposium, October 2020). Presenter: Giuseppina Nugnes (LEONARDO)

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Detection of Appendix O conditions with the CM2D (Project Symposium, OCtober 2020). Presenter: Johannes Lucke (German Aerospace Center, DLR)

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Fiber optic-based ice detector to discriminate between App. O and App. C condition (Project Symposium, October 2020). Presenter: Dr. Ing. Malte Frövel (National Institute Of Aerospace Technology, INTA)

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LILD - Local Ice Layer Detector. An ice layer detection by an inboard sensor (Project Symposium, October 2020). Presenter: Christian Mendig (German Aerospace Center, DLR)

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AIP - Atmospheric Icing Patches - A distributed system for ice detection (Project Symposium, October 2020). Presenter: Dr. Ian Roberts (AeroTex UK LLP)

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SENS4ICE Project Overview (Project Symposium, October 2020). Presenter: Carsten Schwarz (German Aerospace Center, DLR)

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International Conference on Icing of Aircraft, Engines and Structures, June 2019. Presenter: Carsten Schwarz (German Aerospace Center, DLR)

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