Services
Below is just an excerpt of some of the services available in our catalogue. There are many more. Contact us for more information.
Monitoring & control of milling processes
- Tech provider benefit: Access to state-of-the-art integrated milling monitored infrastructure for the development of such systems and targeted testing of chatter monitoring and control solutions leading to custom tech offerings.
- End User benefit: Product integrity is ensured with effective process stability control, potentially reducing waste and downtime.
Deliverables: Consolidated results reports, Performance analysis reports
Target audience
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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
AR & VR for operator support & training
- Tech Provider Benefit: Facilitates partnerships and sales in advanced operator training solutions, providing a variety of training set-ups.
- Product benefit: Integration in manufacturing processes, providing training and support, increasing operator efficiency and precision.
Deliverables: Consolidated data reports, AR/VR application demonstrations
Target audience
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Technology providers interested in testing their developed AI-based human-robot collaboration solutions with AR or VR tools. Industrial end-users wanting to improve flexible production using AI-based tools for operator guidance, personalization of instructions and interfaces.
Customer required infranstructure: use case scenario definition, operational constraints, equipment information, or existing models and algorithms
Synthetic data for training machine learning models
- Tech provider benefit:Access to quality data, reduction of testing time, cost reduction in equipment and tech team.
- Product Benefit: Increased accuracy, faster integration in the production.
Deliverables: feasibility report, recommendations for improvement
Target audience
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Technology providers developing AI-based machine vision solutions and want to test it with the use of synthetic data. Industrial end-users wanting to enhance their systems using AI.
Customer required infrastructure: Reference parts or samples access, CAD files, operational constraints, equipment information, or existing models and algorithms
Layout planning optimization
- Tech Provider Benefit: Provides efficient design and layout planning solutions, using AI-driven data collection.
- Product benefit: VR-based optimization and AI analytics for spatial layout effectiveness, simplifaction sof processes, productivity increase and safety.
Deliverables: Consolidated data reports, performance assessment reports, simulation models and visualization (2D/ 3D/ VR).
Target audience
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Technology providers wanting to test and validate AI-enabled algorithms for industrial layout planning and optimization. Industrial end-users that are interested in evaluating alernative layouts, improving material flow arrangements and optimizing workstation placement.
Customer required infrastructure: use case scenario definition, CAD files, facility layout data, operational constraints, equipment information, or existing models and algorithms
Industrial IoT platform, analytics & visualization
- Tech Provider Benefit: Enhances offerings with a testbed for IoT sensor setup, data processing, and analytics.
- Product benefit:Accelerates data-driven decision making, efficiency and optimization in industrial systems.
Deliverables: Data analysis reports, reports with consoidated results, physical demonstrations
Target audience
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Technology providers wanting to test and validate IoT solutions and data analytics tools in realistic industrial environments.
Industrial end-users that are interested in exploring strategies for performance monitoring, optimization and efficiency improvement.
Customer required infrastructure: use case scenario, operational constraints, equipment information, or existing models and algorithms
Dynamic robot task planning & resources orchestration
- Tech provider benefit: Cost savings, optimization of industrial processing, precision improvement, user-friendly adaptations.
- Product Benefit: Based on previous testing: a) 50% Reduction of assembly cycle time (initial:20min, achieved: 10 min) and b) 2,5x Productivity increase (initial: 16parts/shift, achieved: 40parts/shift)
Deliverables: Reports with consolidated results, physical demonstration in robotic cell, performance evaluation reports
Target audience
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Technology providers looking to develop and validate AI-based task planning and multi-robot orchestration in dynamic environments.
End-users wanting to optimize available resources, minimize idle time, prevent bottlenecks and maximize productivity and efficiency.
Infrastracture required by customer: use case scenario, CAD files, facility layout data, operational constraints, equipment information, or existing models and algorithms
Intuitive robot programming
- Tech provider benefit: Access to AR equipment, Robotic cells, robot programming tool, support by LMS experts.
- Product benefit: Familiarization with robots, reduction of training time, reduction of manufacturing process cycles. (based on previous testing: up to 28% less assembly time, 40% production rate improvement, up to 75% reduction of assembly errors by operators)
Deliverables: Report with consolidated results, performance assessment reports, physical demonstrations in robotic cell
Target audience
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Technology providers wanting to test and validate AI-driven robot programming solution across diverse sets of collarobative cells, experiment multi-modal human-robot interaction .
AI end-users looking for ways to test the AI-enhanced capabilities and improve their production efficiency.
AI developers and research organazations that want to experiment with natural language processing, gesture-based, voice-based, AR-based interaction, or hand guidance.
Infranstracture customer needs to provide: Use case scenario, CAD files, facility layout data, operational constraints, equipment information, or existing models and algorithms
Industrial Digital Twins
- Tech provider benefit: Enables advanced digital twin demonstrations and customized simulation solutions.
- Product benefit: Provides tailored functionality for enhanced process simulation, leading to optimized robot cell operations, and data driven decisions on robot behavior.
Deliverables: report describing the benefits or disadvantages of implementing the investigated scenario or report discussing the performance of the tested AI solution or demonstration of tested solution and report describing the benefits of the solution
Target audience
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Technology providers wanting to expand to new manfuacturing sectors / case studies, or testing the integration of AI algorithms with Digital Twins
AI end-users looking for ways to test the AI-enhanced capabilities of Digital Twins to support their production, or enhance the performance of Digital Twins that they may already have.