Methods and Systems for Evaluating Data Transportability in Distribution Grids

Patent №

US 11,637,756

Granted

2023-04-25

Filed 2021

Owner

BATTELLE MEMORIAL INSTITUTE

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17339806

This document describes systems and techniques for evaluating and improving distribution-grid data transportability. These systems and techniques allow engineers to quantify the data transportability of a communication system within or connected to a distribution grid, which represents an ability to transport in real-time telemetry from source locations (e.g., sensors in the distribution grid) to control mechanisms. Distribution engineers can use the sensor readings to perform grid analytics, control operating parameters, and operate protection systems. Distribution engineers can also use the transportability of the communication system to evaluate the observability of the distribution grid, which represents an ability to combine actual measurements and various types of computations (e.g., analytics, estimators, forecasters) from a system model. Distribution engineers can then generate a sensor allocation plan that indicates the number and location of sensors to maximize observability for a fixed sensor cost and/or minimize sensor cost for predetermined observability.

PlanningAI hardwareH04L 67/12G01R 31/086G01R 31/40H02J 13/00002H04L 41/12H04L 41/145Y02E 10/56Y02E 60/00+3 more

AI classification

AI hardware1.00
Planning1.00
Knowledge representation0.14
Natural language0.00
Machine learning0.00
Speech0.00
Vision0.00
Evolutionary computation0.00

Ownership

BATTELLE MEMORIAL INSTITUTE

assignment · 566070505

Assignors

TAFT, JEFFREY D., AKSOY, SINAN G., NEUBAUER, CASEY C., UPTON, SCOTT A.

On an employer assignment, the assignors are typically the inventors.

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