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SENSors and certifiable hybrid architectures FOR safer aviation in ICing Environment

Deliverables

Sensor evaluation results and final roadmaps for future technology development and exploitation

The aim of this deliverable is to collect the results of the analysis and the sensors developers and associated roadmaps. All sensors will be individually evaluated with regard to the results of icing wind tunnel tests and flight test; the latter in case the sensor technology was selected for the airborne demonstration or hybridisation. The definition of distinct steps for further maturation will provide a roadmap for future exploitation of the technology. The sensor technologies which did not meet the performance requirements from both gates in Task 1.3 will be evaluated.Each evaluation should include an analysis of what challenges remaining for the technology and provide a path for future development.

Dissemination Action Plan and updates

Plan for communication and dissemination activities of the consortium: identification of targeted audiences, relevant messages, appropriate tools and channels. The plan will be updated on a yearly basis.

Final report on evaluation of technologies developed in SENS4ICE and technical project results

Final report of the project, including an extensive summary of the work performed by all partners and contributors, the project’s technical achievements, the knowledge gained, status of the dissemination activities at project end, as well as the outlook beyond the SENS4ICE project.

Final report on airborne demonstration and atmospheric characterisation

Final report on a) the airborne demonstration of the various sensor technologies developed in SENS4ICE and tested in flight as well as b) the atmosphere characterization in and around SLD conditions. In both a) and b) the status reported includes the post-flight data analysis of the results.

Final report on hybrid ice detection development

The results of the flight tests are further compared to prior system-level testing activities. The purpose of this deliverable is to conclude on the performance of the system compared to the expressed requirements.

Dissemination set (website, social media, newsletter, leaflet, roll-up banner)

Deliverable describing preparation and distribution channels of the SENS4ICE dissemination set composed of: public website, social media account, 6 monthly public newsletters, leaflet and roll-up banner.

Publications

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)

Author(s): Lucke, J.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1485

Icing wind tunnel measurements of supercooled large droplets using the 12 mm total water content cone of the Nevzorov probe

Author(s): Johannes Lucke, Tina Jurkat-Witschas, Romy Heller, Valerian Hahn, Matthew Hamman, Wolfgang Breitfuss, Venkateshwar Reddy Bora, Manuel Moser, and Christiane Voigt
Published in: Atmospheric Measurement Techniques, 2022
Publisher: European Geosciences Union
DOI: 10.5194/amt-15-7375-2022

SENS4ICE project conclusions

Author(s): Schwarz, C.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

SLD icing flight test campaigns results including atmosphere characterization

Author(s): Bourdon, A., Martins, D., Lucke, J.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Icing detection technologies evaluation – Direct ice detection solutions: Local Ice Layer Detector (LILD)

Author(s): Pohl, M.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Icing detection technologies evaluation – Direct ice detection solutions: Atmospheric Hydrometeor Detector based on Electrostatics (AHDEL)

Author(s): Sousa Martins, R.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

SENS4ICE Ice Detection Technologies SLD IWT Testing Overview

Author(s): Schwarz, C.
Published in: 2022
Publisher: 2nd public workshop of EU-funded project ICE GENESIS

In-Flight Icing Condition Detection using an On-Board Sensor Measuring the Aircraft Electrostatic Potential

Author(s): Sousa Martins, R.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

A Tool for Remote Detection and Nowcasting of In-Flight Icing Using Satellite Data

Author(s): Zollo, A.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

SENS4ICE EU Project Preliminary Results (SENS4ICE 2nd symposium)

Author(s): Schwarz, C.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1496

Modeling, Identification and Detection of Aircraft Icing - Challenges of Transferring Recent Achievements to (Fixed Wing) UAV

Author(s): Deiler, C.
Published in: 2022
Publisher: 1st International Workshop on Unmanned Aircraft Icing

SENS4ICE EU Project Preliminary Results

Author(s): Schwarz, C.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Meteorological conditions and microphysical properties that lead to aircraft icing as observed during the SENS4ICE campaigns

Author(s): Lucke, J.
Published in: 2023
Publisher: German Aerospace Conference DLRK

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)

Author(s): Jurkat-Witschas, T.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1491

Icing detection technologies evaluation – Direct ice detection solutions: Primary in-Flight Icing Detection System (PFIDS)

Author(s): Le Garrec, S.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Wind Tunnel and Flight Testing of a Lamb Wave Based Ice Accretion Sensor (German Aerospace Conference DLRK 2024)

Author(s): Pohl, M.
Published in: 2023
Publisher: Proceedings of German Aerospace Conference DLRK 2024

SENS4ICE EU Project - Icing Detection Technologies Evaluation (German Aerospace Conference DLRK 2023)

Author(s): Schwarz, C.
Published in: 2023
Publisher: Proceedings of German Aerospace Conference DLRK 2023

Overview of Cloud Microphysical Measurements during the SENS4ICE Airborne Test Campaigns: Contrasting Icing Frequencies from Climatological Data to First Results from Airborne Observations

Author(s): Jurkat-Witschas, T.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

In-flight icing: a remote detection tool based on satellite data

Author(s): Zollo, A., Montesarchio, M., Bucchignani, E.
Published in: 2022
Publisher: General Assembly meeting of the European Geosciences Union (EGU)

Wind Tunnel and Flight Testing of a Lamb Wave Based Ice Accretion Sensor (SENS4ICE 2nd symposium)

Author(s): Pohl, M.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Overview of SENS4ICE project: SENSors and certifiable hybrid architectures FOR safer aviation in ICing Environment

Author(s): Schwarz, C.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

SENS4ICE EU Project - Icing Detection Technologies Evaluation

Author(s): Schwarz, C.
Published in: 2023
Publisher: German Aerospace Conference DLRK

Development and Validation Testing of the Collins Ice Differentiator System in App C and App O Icing Conditions

Author(s): Hamman, M.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Flying with Ice - An Overview of DLR Research in Flight Mechanics with Icing Influence during the Last Decade

Author(s): Christoph Deiler
Published in: 2021
Publisher: Deutscher Luft- und Raumfahrtkongress 2021
DOI: 10.25967/550008

Design and Testing of an Indirect Ice Detection Methodology (SENS4ICE 2nd symposium)

Author(s): Deiler, C.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1493

Design and Testing of an Indirect Ice Detection Methodology

Author(s): Deiler, C.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Honeywell SRP icing sensor

Author(s): Wiebold, M.
Published in: 2023
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

Overview on the Meteorological Conditions During the SENS4ICE Airborne Test Campaigns

Author(s): Jaron, O.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Icing detection technologies evaluation – Direct ice detection solutions: Ice Differentiator System (IDS)

Author(s): Ridouane, H.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

An aviation support tool for satellite remote detection of in-flight icing

Author(s): Zollo, A.
Published in: 2023
Publisher: EMS Annual Meeting of the European Meteorological Society – European Conference for Applied Meteorology and Climatology

LILD – Local Ice Layer Detector

Author(s): Pohl, M.
Published in: 2022
Publisher: International Workshop on Atmospheric Icing of Structures (IWAIS)

SENS4ICE project overview including flight campaigns

Author(s): Schwarz, C.
Published in: 2023
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

Facing the Challenges of Aircraft Icing

Author(s): Deiler, C.
Published in: 2022
Publisher: Hamburg Aerospace Lectures

SENS4ICE Public Overview

Author(s): Deiler, C.
Published in: 2023
Publisher: NATO STO AVT-388 “Operation of Unmanned Aerial Vehicles (UAVs) in Icing Environments

Testing of an Indirect Ice Detection Methodology in the Horizon 2020 Project SENS4ICE

Author(s): Deiler, C.
Published in: 2023
Publisher: German Aerospace Conference DLRK

Testing of an Indirect Ice Detection Methodology in the Horizon 2020 Project SENS4ICE (German Aerospace Conference DLRK 2024)

Author(s): Deiler, C.
Published in: 2023
Publisher: Proceedings of German Aerospace Conference DLRK 2024

Wind Tunnel and Flight Testing of a Lamb Wave Based Ice Accretion Sensor

Author(s): Pohl, M.
Published in: 2023
Publisher: German Aerospace Conference DLRK

Development of the Atmospheric Icing Patch (AIP) under the SENS4ICE Programme (SENS4ICE 2nd symposium)

Author(s): Roberts, I.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1488

Hybrid Ice Detection System Development and Validation

Author(s): Orazzo, A.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Development and Validation Testing of the Collins Ice Differentiator System in App C and App O Icing Conditions (SENS4ICE 2nd symposium)

Author(s): Hamman, M.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1490

Icing Wind Tunnel Testing for App C and App O Icing Conditions

Author(s): Hamman, M.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

The SENS4ICE EU project - SENSors and certifiable hybrid architectures for safer aviation in ICing Environment

Author(s): Schwarz, Carsten; Ohme, Per; Deiler, Christoph
Published in: 2019
Publisher: International Conference on Icing of Aircraft, Engines, and Structures

SENS4ICE presentation for FAA Icing Tools Workshop

Author(s): Schwarz, C.
Published in: 2023
Publisher: FAA Icing Tools Workshop

Development of the Atmospheric Icing Patch (AIP) under the SENS4ICE Programme

Author(s): Roberts, I.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Atmospheric Icing Patch A low power ice detection system

Author(s): Roberts, I.
Published in: 2022
Publisher: 1st International Workshop on Unmanned Aircraft Icing

Icing detection technologies evaluation – Direct ice detection solutions: Short Range Particulate (SRP)

Author(s): Badin, P.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Icing detection technologies evaluation – Direct ice detection solutions: Atmospheric Measurement of Potential and ElectRic field on Aircraft (AMPERA)

Author(s): Sousa Martins, R.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

INTA FOD icing sensor

Author(s): Frövel, M., Gonzalez del Val, M.
Published in: 2023
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

The SENS4ICE EU project - SENSors and certifiable hybrid architectures for safer aviation in ICing Environment - Project overview and initial results

Author(s): Schwarz, C.
Published in: 2022
Publisher: 33rd Congress of the International Council of the Aeronautical Sciences (ICAS)

Instrumentation for Measuring Supercooled Large Droplet Cloud Distributions in Icing Wind Tunnels

Author(s): Venkateshwar Reddy Bora, Inken Knop, Johannes Lucke and Tina Jurkat-Witschas
Published in: 2023
Publisher: AIAA SCITECH 2023 Forum
DOI: 10.2514/6.2023-2286

Icing detection technologies evaluation: Hybrid Ice Detection and Indirect Ice Detection

Author(s): Orazzo, A., Deiler, C.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

SENS4ICE Ice Detection Technologies SLD IWT testing and flight campaigns

Author(s): Schwarz, C.
Published in: 2023
Publisher: MUSIC-haic Public Forum

SENS4ICE - Aircraft Icing Detection Research

Author(s): Schwarz, C.
Published in: 2022
Publisher: DWD German Weather Service International Icing Seminar

Icing detection technologies evaluation - Remote ice detection

Author(s): Zollo, A.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Icing detection technologies evaluation – Direct ice detection solutions: Adaptive Icing Patch (AIP)

Author(s): Roberts, I.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Characterization of Atmospheric Icing Conditions during the HALO-(AC)3 Campaign with the Nevzorov Probe and the Backscatter Cloud Probe with Polarization Detection

Author(s): Lucke, J.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

Icing Condition Optical Sensor

Author(s): Hamada, V., Badin, P.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

A Tool for Remote Detection and Nowcasting of In-Flight Icing Using Satellite Data (SENS4ICE 2nd symposium)

Author(s): Zollo, A.
Published in: 2023
Publisher: Proceedings of SENS4ICE 2nd symposium at SAE International Conference on Icing
DOI: 10.4271/2023-01-1489

Supercooled Large Droplet (SLD) icing wind tunnel tests results

Author(s): Ridouane, H.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

Icing detection technologies evaluation – Direct ice detection solutions: Fiber Optic Detector (FOD)

Author(s): Frövel, M.
Published in: 2023
Publisher: SENS4ICE Final Dissemination Event

SENS4ICE Project Ice Detection Technologies. Overview and Initial Results

Author(s): Schwarz, C.
Published in: 2022
Publisher: Workshop and Networking event - Icing mitigation and monitoring solutions

Collins IDS icing sensor

Author(s): Hamman, M., Botura, G.
Published in: 2023
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

INTA Fiber Optic Detector

Author(s): Gonzalez del Val, M.
Published in: 2023
Publisher: SENS4ICE 2nd symposium at SAE Icing Conference

SENS4ICE icing wind tunnel capabilities and test procedures

Author(s): El Hassan Ridouane
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

The SENS4ICE project - SENSors and certifiable hybrid architectures for safer aviation in ICing Environment. A project midterm overview

Author(s): Carsten Schwarz
Published in: 2021
Publisher: Prospects of Civil Avionics Development

LILD - Local Ice Layer Detector. An ice layer detection by an inboard sensor

Author(s): Christian Mendig
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

LILD: Local Ice Layer Detector

Author(s): Martin Pohl
Published in: 2021
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

AIP: Atmospheric Icing Patches

Author(s): Ian Roberts
Published in: 2021
Publisher: SAE International AC-9C Aircraft Icing Technology Committee meeting

Collins IWT Capabilities and Icing Characterization

Author(s): Matthew Hamman, El Hassan Ridouane, Galdemir Botura, Andrew Taylor
Published in: 2021
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

Measurements of Appendix O conditions in IWT using scientific airborne instrumentation

Author(s): J. Lucke, T. Jurkat, C. Voigt, V. Bora, M. Hamman, A. Taylor
Published in: 2021
Publisher: SAE AC-9C Aircraft Icing Technology Committee meeting

Collins Ice Differentiator Sensor

Author(s): El Hassan Ridouane, Galdemir Botura
Published in: 2021
Publisher: SAE International AC-9C Aircraft Icing Technology Committee meeting

Detector óptico de crecimiento y formación de hielo (March 2021)

Author(s): Malte Frövel, Miguel Gonzalez del Val
Published in: 2021
Publisher: Spanish Icing Platform Conference – Facing the Ice Issue: Science and Industry Advancing together

AIP - Atmospheric Icing Patches - A distributed system for ice detection

Author(s): Ian Roberts
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

Selection process definition and sensors downselection for Gate 2

Author(s): Giuseppina Nugnes
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

Detector óptico de crecimiento y formación de hielo (April 2021)

Author(s): Malte Frövel, Miguel Gonzalez del Val
Published in: 2021
Publisher: 10th European Meeting on Science, Technology and Innovation

Detection of Appendix O conditions with the CM2D

Author(s): Johannes Lucke
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

SENS4ICE Project Overview

Author(s): Carsten Schwarz
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

Hybrid Icing Detection: study and demonstration

Author(s): Christian Thiry, Annagrazia Orazzo, Giuseppina Nugnes
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

Fiber optic-based ice detector to discriminate between App. O and App. C condition

Author(s): Malte Frövel
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

Indirect ice detection for the hybrid ice detection system

Author(s): Falk Sachs
Published in: 2020
Publisher: SENS4ICE consortium (First Project Symposium)

Detecting hazardous atmospheric icing conditions

Author(s): Johannes Lucke
Published in: 2021
Publisher: TU Delft PhD Scientific Event

The SENS4ICE EU project: SENSors and certifiable hybrid architectures for safer aviation in ICing Environment

Author(s): Carsten Schwarz
Published in: 2021
Publisher: SAE International AC-9C Aircraft Icing Technology Committee meeting

Performance-Based Ice Detection Methodology

Author(s): Christoph Deiler and Nicolas Fezans
Published in: Journal of Aircraft, 2020, ISSN 1533-3868
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.c034828

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