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WO2024226848A3 - Ai-based energy edge platform, systems, and methods - Google Patents

Ai-based energy edge platform, systems, and methods Download PDF

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Publication number
WO2024226848A3
WO2024226848A3 PCT/US2024/026336 US2024026336W WO2024226848A3 WO 2024226848 A3 WO2024226848 A3 WO 2024226848A3 US 2024026336 W US2024026336 W US 2024026336W WO 2024226848 A3 WO2024226848 A3 WO 2024226848A3
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WIPO (PCT)
Prior art keywords
energy
nodes
platform
distributed
edge platform
Prior art date
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Pending
Application number
PCT/US2024/026336
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French (fr)
Other versions
WO2024226848A2 (en
Inventor
Charles H. CELLA
Andrew BUNIN
Andrew Cardno
Anthony CASCIO
Taylor CHARON
Joshua DOBROWITSKY
Teymour S. EL-TAHRY
Leon FORTIN JR.
Andrew Locke
Henry MOHR
Jenna PARENTI
Nicholas ROGOSIN
Kunal SHARMA
David Stein
Eric P. VETTER
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Strong Force Ee Portfolio 2022 LLC
Original Assignee
Strong Force Ee Portfolio 2022 LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from PCT/IB2023/058962 external-priority patent/WO2024052888A2/en
Application filed by Strong Force Ee Portfolio 2022 LLC filed Critical Strong Force Ee Portfolio 2022 LLC
Priority to AU2024220197A priority Critical patent/AU2024220197A1/en
Publication of WO2024226848A2 publication Critical patent/WO2024226848A2/en
Publication of WO2024226848A3 publication Critical patent/WO2024226848A3/en
Anticipated expiration legal-status Critical
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241—Advertisements
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/04—Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q2220/00—Business processing using cryptography

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • General Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Marketing (AREA)
  • Human Resources & Organizations (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Game Theory and Decision Science (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Tourism & Hospitality (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Educational Administration (AREA)
  • Technology Law (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • Primary Health Care (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

An Al-based energy edge platform is provided herein with a wide range of features, components and capabilities for management and improvement of legacy infrastructure, coordination, and orchestration with distributed systems to support important use cases for a range of enterprises. An Al-based energy edge platform may include a graph neural network including a set of nodes respectively representing at least one distributed energy resource (DER) and a set of edges respectively interconnecting the set of nodes, wherein each edge represents at least one energy-related feature among at least two nodes of the set of nodes. The platform may incorporate emerging technologies to enable ecosystem and individual energy edge node efficiencies, agility, engagement, and profitability. Embodiments may forecast, plan for, and manage the demand and utilization of energy in greater distributed environments. Embodiments may employ intelligent provisioning, data aggregation, and analytics to leverage energy market connection, communication, and transaction enablement platforms.
PCT/US2024/026336 2023-04-25 2024-04-25 Ai-based energy edge platform, systems, and methods Pending WO2024226848A2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU2024220197A AU2024220197A1 (en) 2023-04-25 2024-04-25 Ai-based energy edge platform, systems, and methods

Applications Claiming Priority (18)

Application Number Priority Date Filing Date Title
US202363461810P 2023-04-25 2023-04-25
US63/461,810 2023-04-25
US202363472225P 2023-06-09 2023-06-09
US63/472,225 2023-06-09
IN202311057688 2023-08-28
IN202311057688 2023-08-28
US202363535747P 2023-08-31 2023-08-31
US63/535,747 2023-08-31
US202363537478P 2023-09-08 2023-09-08
US63/537,478 2023-09-08
PCT/IB2023/058962 WO2024052888A2 (en) 2022-09-10 2023-09-10 Ai-based energy edge platform, systems, and methods
IBPCT/IB2023/058962 2023-09-10
US202363610870P 2023-12-15 2023-12-15
US63/610,870 2023-12-15
US202463621540P 2024-01-16 2024-01-16
US63/621,540 2024-01-16
US202463625613P 2024-01-26 2024-01-26
US63/625,613 2024-01-26

Publications (2)

Publication Number Publication Date
WO2024226848A2 WO2024226848A2 (en) 2024-10-31
WO2024226848A3 true WO2024226848A3 (en) 2025-01-23

Family

ID=93257484

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2024/026336 Pending WO2024226848A2 (en) 2023-04-25 2024-04-25 Ai-based energy edge platform, systems, and methods

Country Status (2)

Country Link
AU (1) AU2024220197A1 (en)
WO (1) WO2024226848A2 (en)

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* Cited by examiner, † Cited by third party
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US20250350642A1 (en) * 2024-05-13 2025-11-13 Florida Power & Light Company Substantiating a compliance standard with secondary evidence
CN119996230B (en) * 2025-01-15 2025-11-18 广州商之杰信息科技有限公司 Intelligent disaster recovery management service system
CN119629697B (en) * 2025-02-11 2025-05-06 北京邮电大学 Unmanned cluster distributed intelligent routing method and device and electronic equipment
CN119830764B (en) * 2025-03-03 2025-09-26 南京航空航天大学 Power matching evaluation and optimization method for aeronautical SOFC-GT hybrid power system
CN119829956B (en) * 2025-03-17 2025-09-19 华东交通大学 A lithium battery life prediction method and system based on graph neural network
CN119865433B (en) * 2025-03-25 2025-07-01 重庆朗奕迪实业有限公司 Dynamic optimization method, device and medium for central Mesh network
CN120494470B (en) * 2025-07-17 2025-09-16 江苏零浩网络科技有限公司 Dynamic process processing method and system based on multi-module collaboration in smart logistics scenarios
CN120597051B (en) * 2025-08-06 2025-10-31 国网山西省电力公司营销服务中心 A Semi-Supervised Learning-Based User Electricity Consumption Data Analysis and Modeling Method and System

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AU2024220197A1 (en) 2024-11-07
WO2024226848A2 (en) 2024-10-31

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