Verfahren zur Optimierung der Leistung eines Spezifischen Systems
Anmelder: Deutsche Telekom AG 🇩🇪
Details
- Veröffentlichungs-Nr.
- EP4671880
- Aktenzeichen
- EP24184531
- Anmeldetag
- 26. Juni 2024
- Veröffentlichung
- 31. Dezember 2025
- Rechtsraum
- EP
- IPC
- G05B13/02
Abstract
A method and system to generate a trained machine-learning-model M that models a specific system comprising the following steps:• Providing a functional raw-model f(ai, x) of the specific system, wherein the raw-model comprises adjustable parameters ai and input variables x;• Providing measurement values x<sub>m</sub> of the specific system as the input variables, wherein the measurement values x<sub>m</sub> correspond to conditions and/or correspond to a behavior of the specific system;• Using the measurement values x<sub>m</sub> of the specific system by a fitting algorithm to fit the adjustable parameters ai of the raw-model f(a<sub>i</sub>, x<sub>m</sub> ) to the specific system as to obtain the optimized parameters a<sub>1</sub> of a fitted-model f(a<sub>1</sub>, x<sub>m</sub>) of the specific system;• Using the fitted-model f(a<sub>1</sub>, x<sub>n</sub>) of the specific system to generate simulated values Sn by using different sets of input variables x<sub>n</sub> that characterize the conditions and/or characterize the behavior of the specific system;Using the simulated values S<sub>n</sub> to generate the trained machine-learning-model M as to model the specific system.
Anmelder
- Firma
- Deutsche Telekom AG
- Land
- 🇩🇪 Deutschland
Deutsches Telekommunikationsunternehmen mit Sitz in Bonn. Bietet Festnetz- und Mobilfunkdienste, Internetzugang sowie IT- und Netzwerklösungen für Privat- und Geschäftskunden im In- und Ausland an.
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