Electronics & Data Analytics

Electronics & Data Analytics

Technology & Life Sciences

The research focus "Electronics & Data Analytics" at MCI combines innovative approaches in electronics design and data-driven analytics. From the development of diverse hardware solutions to the appropriate measurement chain and data analysis, this research focus aims to promote technological innovations that will have a sustainable impact on our world today.

Assoc. Prof. Dipl.-Ing. Dr. techn. Manuel Ferdik | Digitalization & Data Science Bachelor's program Industrial Engineering & Management
Assoc. Prof. Dipl.-Ing. Dr. techn. Manuel FerdikDigitalization & Data Science

If you have any questions regarding this research area, please contact us: electronics@mci.edu

Hardware Development

Within Hardware Development we specialize in the design and prototyping of electronic circuits. We focus on designing custom circuits to meet the needs of a wide range of applications. In addition, we implement the developed circuits into physical prototypes and rigorously test them to ensure that they function flawlessly in the real world.

Data Acquisition

In the area of data acquisition, the focus lies on the accurate collection of data through the selection of appropriate sensors for different applications. This process considers the entire chain from sensor selection to the data acquisition, transmission, and storage. Selecting the right sensors for a given application is crucial to obtaining reliable and accurate data. The goal is to collect high-quality measurement data that can be used as the basis for data-driven analysis.

Data Evaluation

Data evaluation forms the third pillar in the "Electronics & Data Analytics" research focus. In pre-processing, raw data is cleaned, clarified, and structured for further processing. This ensures that the subsequent analysis is based on high quality data. This is followed by data mining, where the use of the most advanced analytics and machine learning algorithms are used to extract deeper insights from the data. Identifying patterns, trends, and anomalies, not only provides information, but also significantly improves processes and decision making. Interactive dashboards, graphs, and other visual tools are used to present results in an intuitive way. This visual presentation is crucial for communicating results and supporting the strategic use of data analysis in practice.

Team
Assoc. Prof. Dipl.-Ing. Dr. techn. Manuel Ferdik | Digitalization & Data Science Bachelor's program Industrial Engineering & Management
Assoc. Prof. Dipl.-Ing. Dr. techn. Manuel FerdikDigitalization & Data Science
 Thomas Gadner, BSc MSc | Teaching & Research Assistant Bachelor's program Mechatronics
Thomas Gadner, BSc MScTeaching & Research Assistant
Prof. Bernhard Hollaus, PhD | Deputy Head of Bachelors Program Medical, Health & Sports Technologies Bachelor's program Medical-, Health- and Sports Engineering
Prof. Bernhard Hollaus, PhDDeputy Head of Bachelor's Program Medical, Health & Sports Technologies
Assoc. Prof. Dr. rer. pol. Julian Huber | Automation & Data Science Bachelor's program Smart Building Technologies
Assoc. Prof. Dr. rer. pol. Julian HuberAutomation & Data Science
Prof. Yeongmi Kim, PhD | Medical Devices & Control Engineering Bachelor's program Medical-, Health- and Sports Engineering
Prof. Yeongmi Kim, PhDMedical Devices & Control Engineering
 Jakob Klotz, MDS | Teaching & Research Assistant Bachelor's program Industrial Engineering & Management
Jakob Klotz, MDSTeaching & Research Assistant
 Daniel McGuiness, PhD | Lecturer Bachelor's program Mechatronics
Daniel McGuiness, PhDLecturer
 Matthias Panny, BSc MSc | Teaching & Research Assistant Bachelor's program Mechatronics
Matthias Panny, BSc MScTeaching & Research Assistant
 Michael Renzler, PhD | Lecturer Bachelor's program Smart Building Technologies
Michael Renzler, PhDLecturer
Prof. Dr.-Ing. Sebastian Repetzki | Mechanical Engineering Bachelor's program Mechatronics
Prof. Dr.-Ing. Sebastian RepetzkiMechanical Engineering
Dipl.-Ing. Dr. techn. Georg Saxl | Lecturer Bachelor's program Mechatronics
Dipl.-Ing. Dr. techn. Georg SaxlLecturer
Prof. Dr. Harald Schöbel, BSc | Biophotonics & Biotechnology Bachelor's program Biotechnology & Food Engineering
Prof. Dr. Harald Schöbel, BScBiophotonics & Biotechnology
Projects

Safe Aviation Tyrol
PLG_RESEARCH_DAUER:
2020 - 2023

PLG_RESEARCH_LEITER:
Assoz. FH-Prof. Dipl.-Ing. Dr. techn. Manuel Ferdik

PLG_RESEARCH_BESCHREIBUNG:
The overall project goal of SafeAviationTyrol is to find practicable and quickly deployable solutions for the security issues associated with drones. This includes a) the location of drones and aircraft close to the ground, b) the avoidance of collisions with civil aviation, and c) secure, high-speed radio data links. Through preliminary work and user surveys, the company partners quickly recognized and analyzed where technical solutions are still needed on the ground and in the air. With the support of their scientific partners, the company partners are now focusing on the development of these strategically important hardware components and the creation of system-supporting technical infrastructure. The project follows the new regulatory requirements of the EASA (European Aviation Safety Agency), currently Opinion 01-2018 and the European ATM (AirtrafficManagement) master plan. The central starting point for all IT solutions is the secure central database of all live flight movements included in this project. The subsequent further expansion to functionally complete and validated operational information solutions for aviation (Uspace 1 -4) can take place quickly through the selection and system integration of suitable operational software solutions. These are being developed and evaluated internationally. This project is co-financed by the European Regional Development Fund. More information on IGJ/ERDF can be found at www.efre.gv.at.


PLG_RESEARCH_PROJEKTPARTNER:
Universität Innsbruck - Institut für Mechatronik
Universitäten Inland

Substrate Characterisation and Dynamic Interaction with Off-road Heavy-duty Vehicles
PLG_RESEARCH_DAUER:
2024 - 2027

PLG_RESEARCH_LEITER:
Assoz. FH-Prof. Dipl.-Ing. Dr. techn. Manuel Ferdik

PLG_RESEARCH_PRMITARBEITER:
Alejandro Secades Rodriguez, BSc MSc

PLG_RESEARCH_BESCHREIBUNG:
The objective of the present project is to investigate the effects of different ground materials on the operation of heavy-duty off-road tracked vehicles. First, the ground materials will be characterized with a focus on track-ground interaction, as most of the vehicles of interest from project partners are tracked. Special emphasis will be placed on the key factors, relating to both the ground and the machine, that influence this interaction. Additionally, the study will explore how these findings can be dynamically integrated into extended vehicle models, including full powertrain representations. Furthermore, the impact of other vehicle equipment that interacts with the environment, such as excavator buckets, will be considered by expanding on previously researched methods. The ultimate aim is to develop a reliable and validated ground-material interaction model that can serve as the foundation for a test platform, alongside existing vehicle models, to: - Accurately simulate vehicle performance across various conditions and machine configurations, - Facilitate the development of new machines and components, particularly alternative electric variants, - Test vehicle behavior under different field conditions, - Evaluate and enhance current control strategies while implementing advanced methods such as Model Predictive Control, - Lay the groundwork for implementing autonomous operation strategies.

DigiSchutz
PLG_RESEARCH_DAUER:
2024 - 2026

PLG_RESEARCH_PRMITARBEITER:
Jakob Klotz, MDS

Michael Renzler, PhD

PLG_RESEARCH_BESCHREIBUNG:
The aim of this project is to digitalize protective structures designed to guard against gravitational natural hazards. A key focus is the digitalization of rockfall barriers, which are being equipped with an innovative sensor system. This system comprises smart sensors and a central gateway, enabling continuous real-time monitoring of the protective structures, ensuring their effectiveness and timely response to any potential hazards.


Publications

  • M. Panny, I. Nagiller, M. Nagiller, and Y. Kim, “Home rehabilitation system for the upper extremity focusing on technology-aided assessment of spasticity,” Current Directions in Biomedical Engineering, 2022.
  • Martin Schiestl; Andreas Albrecht; Manuel Hollfelder; Maurizio Incurvati; Ronald Staerz. High Frequency DCDC GaN HEMT USB Type-C PD EPR Four-Switch Buck-Boost Converter. PCIM Europe 2022; International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management
  • J. Fiala, H. Schöbel, P. Vrabl, D. Dietrich, F. Hammerle, D.J. Artmann, R. Stärz, U. Peintner, B. Siewert. A New High-Throughput-Screening-Assay for Photoantimicrobials Based on EUCAST Revealed Unknown Photoantimicrobials in Cortinariaceae. Frontiers in Microbiology Vol 12/703544 (2021) doi:10.3389/fmicb.2021.703544

Lectures

  • H. Schöbel. Desinfektion mit UV-C LED Licht: In Theorie und Praxis, Vortragsveranstaltung der SEPAWA® Fachgruppe Professionelle Reinigung und Pflege „Zurück in die Zukunft. Es wird wieder grün – digitale und ökologische Reinigung“
  • H. Schöbel. Virensichere Produktion & virensichere Veranstaltungen, Nationale Clusterplattform, Bundesministerium Digitalisierung und Wirtschaftsstandort, 2021
  • H. Schöbel. LED based UVGI - using UV-C LED technology for surface and air disinfections, International Day of Electrician, Association of Polish Electrical Engineers (SEP), 2021
  • M. Panny, I. Nagiller, M. Nagiller, and Y. Kim, “Home rehabilitation system for the upper extremity focusing on technology-aided assessment of spasticity,” presented at the Joint Annual Conference of the Austrian, German and Swiss Societies for Biomedical Engineering 2022 (BMT2022), 28-30 Sept, Innsbruck
  • Y. Kim (2021). Model-based Design and Digital Implementation to Improve Control of the da Vinci Research Kit Telerobotic Surgical System. 2021 IEEE International Conference on Robotics and Automation.
  • H. Schöbel. LED based UVGI - using UV-C LED technology for surface and air disinfections, Light and Lighting from East to West, The Society of Electrical, Electronic and Energy Engineers in Israel - The Israeli Committee of Illuminating Engineering – CIE Israel, 2021

News

Electronics

Can AI predict natural hazards better?
Can AI predict natural hazards better?
How AI-IoT technology can make the Alpine region more resilient
E-Bike Licence for individual riding skills
E-Bike Licence for individual riding skills
The technical development of a riding safety module system
High switching frequency module for precision power converters
High switching frequency module for precision power converters
MCI and Alintel start cooperation | Research on power converters
Show more