1) Production optimalisation
2) Time saving
Industrial plant Provider
Deliverables: Consolidated results reports, Performance analysis reports
Technology providers that are developing AI-based monitoring and control solutions for chatter in milling processes. End-users wanting to optimize milling operations.
Customer required infranstructure: Use case scenario, CAD files, process specifications, existing models and algorithms
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Evaluation and validation of the monitored production process against agreed process and quality criteria
Identification of process weaknesses, anomalies and potential improvement opportunities
Assessment of the suitability of available data and monitoring infrastructure for AI-based quality assurance or process control
Recommendations for data acquisition, data processing and further implementation of AI-based monitoring or control methods
Technical report summarising the analysed process, applied methods, evaluation results, identified limitations and recommended improvements
Robot manufacturers, robotic cell providers and system integrators for manufacturing applications
A documented validation of the tested technology, including measurement data, analysis of motion and performance, and recommendations for optimization, safety assessment, or further automation.
Robotics Manufacturing AI developers
A documented assessment of feasibility, expected benefits, and relevant application areas for mobile robots in the customer’s facilities, including recommendations for further clarification, pilot activities, or implementation.
Manufacturing, Factory-Level Optimisation, Human-Robot Interaction, Warehousing and internal logistics, Other companies needing mobile robot solutions
Demonstrate applicability of the solution for manufacturing industry and fulfilling needs of multiple users – SMEs from manufacturing industry
Furthermore, as a result of the experiment, the client receives a comprehensive evaluation report outlining the performance and feasibility of the proposed robot automation solution for client’s specific use cases.
The report provides clear conclusions on whether the solution meets the client’s needs, including its ability to operate across multiple machines without requiring additional programming or reconfiguration for each new setup.
AI-User - manufacturing companies that operate in high-mix, low-volume settings or constantly changing parts and need flexibility in their production processes
Lower energy consumption, reduced operational costs, optimized resource allocation, minimized energy waste, and enhanced sustainability through actionable insights and predictive analytics.
Manufacturing & Automotive - Providers of AI based solutions for manufacturing
A pilot concept and prototype of an industrial robot setup with documented test results, technical recommendations, and next steps toward successful implementation.
Manufacturing, Factory-Level Optimisation, Robotics and automation, Assembly and handling, Other industrial sectors with a need for robot-based automation
The ability to test operational scenarios without impacting actual production, reduced operational risks, optimized machine operating conditions, improved production planning, support for engineering decisions, and increased efficiency in the design and management of industrial assets.
Manufacturing & Automotive - Providers of AI based solutions for manufacturing
Enhanced real-time monitoring of product performance, reduced downtime through early detection of issues, improved operational efficiency, and proactive maintenance triggered by alerts.
Manufacturing & Automotive - Providers of AI based solutions for manufacturing
Analysis of the existing production-planning problem, available data and relevant constraints
Optimised production plan or scheduling approach for the agreed manufacturing use case
Comparison of alternative production schedules against agreed planning criteria
Identification of opportunities to improve resource utilisation and reduce manual planning effort
Recommendations for further implementation or integration of the AI-based planning approach
Technical report summarising the planning model, evaluated scenarios, results, identified limitations and recommended next steps
Manufacturing companies, production-planning solution providers and system integrators seeking to optimise production schedules, machine and resource utilisation, production capacities or internal logistics using AI-based and optimisation methods.
Feasibility report
Manufacturers and generally SME experimenting with navigation, safety functions, influence and disturbance variables
Proof of Concept
Companies/SMEs with a concrete implementation idea without a proof of concept
Increase SMEs confidence in AI-based solutions
Machine and robot Providers Manufacturers needing a support to garanty the reliabilty of AI based solution in production context
Quicker, data-driven decisions, optimized production and operational workflows, enhanced agility, reduced response times to issues, and improved overall efficiency through real-time insights.
Manufacturing & Automotive - Providers of AI based solutions for manufacturing