Industrial Sound Analysis – Research and Practice

Working with us

For many years, we have been doing research on audio signal processing and analysis. Additionally, we developed machine learning methods for automated sound analysis, considering technical privacy and data security.

However, cutting-edge research alone cannot succeed without the experience of those who face unsolvable challenges in production every day and can clearly name those. From the users’ point of view, our motivation lies in asking about and understanding the needs of our research partners and customers and responding to them with customized solutions.

In the following, you will find our research activities, through which we have laid the foundation for AI-based acoustic monitoring in production in recent years.

Projects

We offer services in the field of research and development and point out numerous possible applications of acoustic monitoring (amo) to our customers in the context of an industrial project. In addition, we work in partly publicly funded research and development projects to develop application-specific solutions together with wide-ranging expert consortia.

ways of working with Fraunhofer IDMT; Industry project, public funding, Fraunhofer networks
Possibilities of joint project work

Current research projects

Research project

DIAMOSS-I

Development of an Intelligent, Automonitored Sound Sensor System for Harsh Industrial Conditions

 

Research project

OptiStrick

Development of an AI-supported inline quality assurance system for optimizing highly flexible knitting technologies

 

Research project

RapidKI

Intelligent inline control for green laser ablation processes

Research project

HybridDigital

Digitalization for efficient process selection and design of hybrid structures based on experimental and synthetic data

Research project

ML-S-LeAF

Development of machine learning algorithms based on virtual sound data for lightweight construction for quality assurance in additive manufacturing.

 

Research project

AKoS

Acoustic inspection of weld seams of safety-critical components as part of quality assurance

Research project

e-LAS+

Multimodal quality assurance for production of electricity storage in safety-critical systems

Research project

ExtrudEAR

Mapping auditory perception and human expert knowledge to extruder process control

Research project

SEC-Learn

Sensor Edge Cloud for federated learning

 

ZIM-Netzwerk »AkuPro«

Akustische Analysen in Produktionssystemen

Werden Sie Netzwerkpartner!

Application meets partner

Networks (German)

Leistungszentrum InSignA – Intelligent Signal Analysis and Assistance Systems

AkuPro – Acoustic Analyses in Production Systems (ZIM Network)

IMAMF Innovationsform – AI-based acoustic monitoring of manufacturing processes

 

 

Leistungszentrum

InSignA

 

Industrial Sound Analysis

 

Interview-Session

Einschalten lohnt sich

Wir nehmen Sie mit auf eine kleine Tour durch unser Institut und beantworten die meistgestellten Fragen zu unserer Forschung.