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XAI in Manufacturing
The implementation of Artificial Intelligence (AI) in the manufacturing domain enables higher production efficiency, and outstanding performance.
Data Asset Management in XMANAI
The management of assets in XMANAI should meet a number of critical requirements. One of them is the explainability of data, since Explainable AI is the main objective in the project.
XMANAI partner spotlight – Tyris AI
Name: Dr. David Monzo Job Title: Director of AI Organization: Tyris AI: Bio: Dr. David Monzo is the technical director and main investigator at Tyris AI.
XMANAI partner spotlight – Politecnico di Milano
XMANAI partner spotlight – Politecnico di Milano Q: What is your organisation’s role in XMANAI? A: POLIMI is leading WP1 (Scientific Foundations)
Education role in AI technology implementation in industry
Artificial Intelligence has a crucial role in the digital transformation roadmap of traditional manufacturing companies as if from one side it may bring great step improvement in several areas, on the other side it is probably the most difficult technology to be implemented in a sustainable way, due to the lack of knowledge and to the natural negative reaction to adoption that this type of technology generates in the involved people.
XMANAI partner spotlight – Fraunhofer FOKUS
Fraunhofer FOKUS is the leader of the working package "Asset Management Bundles Methods and System Designs". In this working package, management and sharing methods are defined and prototypically implemented for the assets. The assets mentioned are industrial data as well as AI models and analyses based on these data.
Archives
- XAI for Metrology at UNIMETRIK: Smart Semi-autonomous Hybrid Measurement Planning
- Towards Process and Production Optimisation with XAI:The CNH Use Cases
- Holistic Production Overview using XAI technologies: The Ford use cases
- XAI Applications in the Direct to Consumer (D2C) market. The Whirlpool use cases
- XMANAI Provenance Engine: Tracking data provenance and data lineage
- The XMANAI Platform and Tools Package
- XMANAI On Premise Environment
- Models Catalog Component of the Platform
- Explaining Transformers
- How are the final MVP features contributing to the X-By-Design Concept?
- The Power of X-by-design: Pioneering Transparency and Explainability through Design
- Hackathon Event: Paving the Way to Transparent AI in Manufacturing with XMANAI
- Intelligent ETL Solutions for XMANAI: API- and File Data Harvester
- XMANAI Centralized Models Execution and Visualization Environment
- Industrialization Approaches to Explainability and the XMANAI Cases
- Ethics considerations for manufacturing XAI: the XMANAI Ethical Evaluation Framework
- Partner Spotlight – Ford Motor Company
- XAI Model Guard: The XMANAI AI Models Security Framework
- Explainable AI: a key to trust and acceptance of AI-based decision support systems
- Partner Spotlight – CNH Industrial
- Industrial Asset Graph Modelling in XMANAI
- XMANAI Validation Environment for AI Models
- zExplAIn, Improving Manufacturing Processes with Explainable AI
- XMANAI partner spotlight – Deep Blue
- Technical and Socio-Business assessments of AI Maturity in pilots of Explainable AI
- XMANAI partner spotlight – UNIMETRIK
- AI Algorithms Lifecycle Management and Collaboration
- XMANAI partner spotlight – Knowledgebiz
- XMANAI partner spotlight – UBITECH
- A First Glimpse into the XMANAI platform
- XMANAI partner spotlight – Whirlpool
- Overview requirements
- XMANAI partner spotlight – Athena Research Center
- Industrial Assets Provenance in XMANAI
- XMANAI partner spotlight – Innovalia Association
- The Draft Catalogue of XMANAI XAI Models
- XMANAI´s Evaluation Framework
- XMANAI partner spotlight – Suite5
- XMANAI Reference Architecture: Perspectives
- Security Aspects of Industrial Data Management
- XMANAI partner spotlight – AiDEAS
- What is the XMANAI Minimum Viable Product (MVP)?
- XAI in Manufacturing
- Data Asset Management in XMANAI
- XMANAI partner spotlight – Tyris AI
- XMANAI partner spotlight – Politecnico di Milano
- Education role in AI technology implementation in industry
- XMANAI partner spotlight – Fraunhofer FOKUS
- AI Requirements for Manufacturing in the XMANAI Project
- Have you ever heard about Graphical Neural Networks?