ARTIFICIAL INTELLIGENCE MICROGRID AND DISTRIBUTED ENERGY RESOURCES PLANNING PLATFORM

Patent №

US 11,816,540

Granted

2023-11-14

Filed 2018

Owner

XENDEE CORPORATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16182495

The embodiments disclosed in this document are directed to an AI-enabled microgrid and DER planning platform that uses AI methods and takes into account cost calculations, emission calculations, technology investments and operation. In an embodiment, the computing platform is deployed on a network (cloud computing platform) that can be accessed by a variety of stakeholders (e.g., investors, technology vendors, energy providers, regulatory authorities). In an embodiment, the planning platform implements machine learning (e.g., neural networks) to estimate various planning parameters, where the neural networks are trained on observed data from real-world microgrid/minigrid and DER projects.

Machine learningKnowledge representationPlanningAI hardwareG06N 20/00G06N 3/0464G06N 3/08G06N 3/09G06Q 50/06Y02P 90/845

AI classification

Machine learning1.00
Planning1.00
AI hardware0.70
Knowledge representation0.56
Evolutionary computation0.32
Vision0.00
Natural language0.00
Speech0.00

Ownership

XENDEE CORPORATION

assignment · 592440926

Assignors

STADLER, MICHAEL, NASLE, ADIB, MITCHELL, SCOTT K.

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

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