Monitoring Of Electrical Devices With Physical Informed Neural Machine

Monitoring Of Electrical Devices With Physical Informed Neural Machine Learning

Abstract: The disclosure provides a method for altering a digital model, the method comprising: providing the digital model of an electrical device based on boundary conditions of a setup of the electrical device; providing measurement data from a sensor detecting a physical aspect of the electrical device; and altering the digital model by processing the measurement data by a physics-informed neural network, PINN.

Patent Information

Application #

Filing Date

23 September 2025

Publication Number

43/2025

Publication Type

INA

Invention Field

ELECTRONICS

Status

Email

Parent Application

Applicants

HITACHI ENERGY LTD

Brown-Boveri-Strasse 5 8050 Zürich

Inventors

1. CHAKRAVORTY, Jhelum

1102-3450A Rue Drummond Montreal, Québec H3G1Y2

2. MUKHERJEE, Pritam

Svärdsliljegatan 3E 722 27 Västerås

3. LUVISOTTO, Michele

Sigtunagatan 1L 723 34 Västerås

4. RIPAMONTI, Nicolo

Schartenstrasse 28 5430 Wettingen

5. LANERYD, Tor

Rugbygatan 30 745 38 Enköping

6. ABAURREA-VELASCO, Clara

Sonnenhofstrasse 2 8953 Dietikon

Specification

Documents

Application Documents

#	Name	Date
1	202547090771-STATEMENT OF UNDERTAKING (FORM 3) [23-09-2025(online)].pdf	2025-09-23
2	202547090771-REQUEST FOR EXAMINATION (FORM-18) [23-09-2025(online)].pdf	2025-09-23
3	202547090771-PROOF OF RIGHT [23-09-2025(online)].pdf	2025-09-23
4	202547090771-PRIORITY DOCUMENTS [23-09-2025(online)].pdf	2025-09-23
5	202547090771-FORM 18 [23-09-2025(online)].pdf	2025-09-23
6	202547090771-FORM 1 [23-09-2025(online)].pdf	2025-09-23
7	202547090771-DRAWINGS [23-09-2025(online)].pdf	2025-09-23
8	202547090771-DECLARATION OF INVENTORSHIP (FORM 5) [23-09-2025(online)].pdf	2025-09-23
9	202547090771-COMPLETE SPECIFICATION [23-09-2025(online)].pdf	2025-09-23
10	202547090771-FORM-26 [24-09-2025(online)].pdf	2025-09-24
11	202547090771-Proof of Right [30-09-2025(online)].pdf	2025-09-30