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Computer Aided Design with learning machines Examples of vertical business applications Automatic system for calibration of hydraulic actuator, delivered by the manufacturer with the actuator, to help customers to control calibration. Control the shot-forming process Optimal machine parameters to obtain a final form of large panels. Competences With our 25 years of experience, CADLM is specialized in modelling, numerical simulation, optimization and decision support systems using machine learning techniques. Our modelling expertise allows our customers to improve their development process with methods of optimal and robust design, enhanced via the technics of Machine Learning, Data Mining, Pattern recognition, prediction of behaviour in real time, creation of business model using automatic learning. ODYSSEE Know-how Expertise Design and manufacture a woven composite material: Evaluate cost and behaviour of a new composite assembly. Detect defaults of electronic chips in real time based on image recognition. Topological design CAD Finite elements Multi-physics process Optimization Reliability (stochastic) Robustness Data Mining Reduced models Embedded Systems Modelling Mechanical Thermal Fluidic Forming Machining Explosion Impact & Crash Molding ALE Know-how exclusive CALM has developed advanced proprietary technics in: Optimization of complex systems Reduced Complexity Based Robust Optimization Automatic quotation of machining part based on CAD geometry. Reverse characterization of machining process for optimal parameter settings of the final product. Early warning systems for real time (dynamic) risk analysis Société CADLM Parc d’activités du Moulin 43 rue du Saule Trapu 91300 MASSY - France Tel : +33 (0)1 69 07 29 22 Fax : +33 (0)1 69 07 28 09 [email protected] www.cadlm.com www.odyssee.cadlm.com Model characterization and Industrial process automatization ODYSSEE Optimal Decision Support System ODYSSEE Package Stellar Package ODYSSEE Applications Virtual Testing Automatic evaluation of numerical models, Automatic reverse engineering… Manager for process automatization with graphics, Python scripting, Fortran, C or C++ executables Pulsar Package Interactive software aimed at the optimal and robust design, based on machine learning technology. File parsing and data transfer This platform operates via python scripts and provides optimization and data mining functionalities, allowing for a quick and low cost creation of vertical business applications. Development of reduced models Complexity analysis, Learning machine,Development of «real time » models equivalent to one or more numerical models... Various kinds of applications can be implemented thanks to our intuitive interface: Automatic process generation Optimization, Reliability, Robustness, Complexity analysis, Data analysis, Machine learning, Generation of reduced models Generation of vertical business applications Easy HMI / Pre-Post ODYSSEE features a library including general mathematical components as well as other advanced components based on innovative methodologies developed by CADLM. Meteor Package Post-processing of variables sensibility Customization Vertical business application, Automatization ... Quasar Package Transformation of solvers into application blocks. Blocks available for: - optimization, - design of experiments, - reliability and robustness, (CADLM methodology), - data Mining, - ...