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eLibrary > 21/30434917 DC BS EN 15067-3-51. Information technology. Home Electronic System (HES) application model - Part 51. Framework of an On-Premises Narrow AI Engine for an Energy Management System using Energy Management Agents >

21/30434917 DC BS EN 15067-3-51. Information technology. Home Electronic System (HES) application model - Part 51. Framework of an On-Premises Narrow AI Engine for an Energy Management System using Energy Management Agents, 2021

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21/30434917 DC BS EN 15067-3-51. Information technology. Home Electronic System (HES) application model - Part 51. Framework of an On-Premises Narrow AI Engine for an Energy Management System using Energy Management Agents, 2021

30434917
JTC1-SC25_3019e_CD [Go to Page]
FOREWORD
INTRODUCTION
1 Scope
2 Normative references
3 Terms, definitions, and abbreviations [Go to Page]
3.1 Terms and definitions
3.2 Abbreviations
4 Conformance
5 Narrow AI Engine for energy management [Go to Page]
5.1 General
5.2 Narrow AI Engine for Energy Management in Smart Homes
6 Framework of Narrow AI Engine for smart home energy management [Go to Page]
6.1 General
6.2 Entities in Narrow AI Engine Framework [Go to Page]
6.2.1 Narrow AI Engine
6.2.2 Electrical Energy Measuring System
6.2.3 Premises Energy Management Agent
6.2.4 Local Renewable Energy
6.2.5 Premises Devices
6.2.6 User Preference
6.2.7 Web-based Energy Related Services
6.3 Interfaces (i/f) for Narrow AI Engine for Energy Management [Go to Page]
6.3.1 Interface i/f-Local
6.3.2 Interface i/f-web
6.3.3 Interface i/f-device
6.3.4 Interface i/f-pref
6.3.5 Interface i/f-PEMA
6.3.6 Interface through HES Gateway
7 Narrow AI Engine with PEMA [Go to Page]
7.1 General
7.2 Algorithm Derivation
7.3 Algorithm/Decision Management
7.4 Data Management
7.5 Operational Modes of Narrow AI Engine
Annex A (informative)Example Internal Modules of Narrow AI Engine for building AI Algorithm [Go to Page]
A.1 Overview
A.2 Internal Modules of Narrow AI Engine [Go to Page]
A.2.1 Block diagram of the Narrow AI Engine
A.2.2 Algorithm Selector
A.2.3 Algorithm Training, Validating and Testing
A.2.4 Algorithm Optimisation
A.2.5 Algorithm Dictionary
A.2.6 Algorithm Store
A.2.7 Decision Handler
A.2.8 Data Preprocessing
A.2.9 Data Store
A.2.10 Data Collecting
Annex B (informative)Use cases for an AI energy management engine [Go to Page]
B.1 Supply planning and DR prediction for efficient Home management based on Narrow AI Engine
B.2 Use cases of Narrow AI Engine [Go to Page]
B.2.1 Scenario of general energy consumption
Annex C (normative)HES Gateway Support [Go to Page]
C.1 HES Gateway related services
C.2 Inside HES Gateway [Go to Page]
C.2.1 EEMS Controller Service Module
C.2.2 EEMS Processor Service Module
C.2.3 Web-based Energy Controller Service Module
C.2.4 Web-based Energy Processor Service Module
C.2.5 AI Service Modules
C.2.6 Authorization Service Module
C.2.7 PEMA Service Modules
C.2.8 Web Info Interface Module
C.2.9 HAN Interface Module
C.2.10 HES-CLME
Bibliography
Word Bookmarks [Go to Page]
HORIZONTAL_STD
FUNCTION_EMC
FUNCTION_ENV
FUNCTION_QUA
FUNCTION_SAFETY [Go to Page]

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21/30434917 DC BS EN 15067-3-51. Information technology. Home Electronic System (HES) application model - Part 51. Framework of an On-Premises Narrow AI Engine for an Energy Management System using Energy Management Agents, 2021

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