ISO/IEC 15067-3-51:2024

Information technology — Home Electronic System (HES) application model — Part 3-51: Framework of a narrow AI engine for a premises energy management system using energy management agents

ISO/IEC 15067-3-51:2024

Name:ISO/IEC 15067-3-51:2024   Standard name:Information technology — Home Electronic System (HES) application model — Part 3-51: Framework of a narrow AI engine for a premises energy management system using energy management agents
Standard number:ISO/IEC 15067-3-51:2024   language:English language
Release Date:02-Jul-2024   technical committee:ISO/IEC JTC 1/SC 25 - Interconnection of information technology equipment
Drafting committee:ISO/IEC JTC 1/SC 25 - Interconnection of information technology equipment   ICS number:35.200 - Interface and interconnection equipment

ISO/IEC 15067-3-51
Edition 1.0 2024-06
INTERNATIONAL
STANDARD
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Information technology – Home Electronic System (HES) application model –
Part 3-51: Framework of a narrow AI engine for a premises energy management
system using energy management agents

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ISO/IEC 15067-3-51
Edition 1.0 2024-06
INTERNATIONAL
STANDARD
colour
inside
Information technology – Home Electronic System (HES) application model –

Part 3-51: Framework of a narrow AI engine for a premises energy management

system using energy management agents

INTERNATIONAL
ELECTROTECHNICAL
COMMISSION
ICS 35.200 ISBN 978-2-8322-9183-2

– 2 – ISO/IEC 15067-3-51:2024
© ISO/IEC 2024
CONTENTS
FOREWORD . 4
INTRODUCTION . 6
1 Scope . 8
2 Normative references . 8
3 Terms, definitions, and abbreviated terms . 8
3.1 Terms and definitions . 8
3.2 Abbreviated terms . 11
4 Conformance . 11
5 Narrow AI engine for energy management . 11
5.1 General . 11
5.2 Narrow AI engine for energy management in smart homes . 12
6 Framework of narrow AI engine for smart home energy management . 13
6.1 General . 13
6.2 Entities in narrow AI engine framework . 13
6.2.1 Narrow AI engine . 13
6.2.2 Electrical energy measuring system . 13
6.2.3 Energy management agent . 13
6.2.4 Local renewable energy . 14
6.2.5 Premises devices . 14
6.2.6 User preference . 14
6.2.7 Web-based energy related services . 14
7 Narrow AI engine with EMA . 14
7.1 General . 14
7.2 Algorithm derivation . 15
7.3 Algorithm and decision management . 15
7.4 Data management . 15
7.5 Operational modes of narrow AI engine . 15
8 HES gateway support . 16
8.1 HES gateway related services . 16
8.2 Inside HES gateway . 17
8.2.1 Framework for HES gateway services . 17
8.2.2 EEMS service . 17
8.2.3 Web energy service . 18
8.2.4 AI services . 18
8.2.5 Authorization service . 18
8.2.6 PEMA services . 18
8.2.7 Web info interface module (WAN) . 18
8.2.8 HAN interface module . 18
8.2.9 HES-CLME . 18
Annex A (informative) Example internal modules of narrow AI engine for building AI
algorithm . 19
A.1 Overview. 19
A.2 Internal modules of narrow AI engine . 19
A.2.1 Block diagram of the narrow AI engine . 19
A.2.2 Algorithm selector . 20
A.2.3 Algorithm training, validating and testing . 20

© ISO/IEC 2024
A.2.4 Algorithm optimization . 21
A.2.5 Algorithm dictionary . 21
A.2.6 Algorithm store . 21
A.2.7 Decision handler . 21
A.2.8 Data pre-processing . 21
A.2.9 Data store . 22
A.2.10 Data collecting . 22
Annex B (informative) Use cases for an AI energy management engine . 23
B.1 Supply planning and DR prediction for efficient home management based on

narrow AI engine . 23
B.2 Use cases of narrow AI engine. 24
Bibliography . 25

Figure 1 – Core interoperability and HES gateway . 7
Figure 2 – HES AI applications . 7
Figure 3 – Logical framework of smart home energy management with support from
narrow AI engine in the deployed mode . 12
Figure 4 – Operating flow of narrow AI engine in deployed mode . 16
Figure 5 – Operating flow of narrow AI engine in learning mode . 16
Figure 6 – Narrow AI for PEMA application ISEE group . 17
Figure A.1 – Operating modules of the narrow AI engine in deployed mode . 19
Figure A.2 – Operating modules of the narrow AI engine in learning mode . 20
Figure B.1 – Scenario of an EMA with narrow AI engine for efficient smart houses . 23
Figure B.2 – Use case of DR management with and without narrow AI engine . 24

– 4 – ISO/IEC 15067-3-51:2024
© ISO/IEC 2024
INFORMATION TECHNOLOGY –
HOME ELECTRONIC SYSTEM (HES) APPLICATION MODEL –

Part 3-51: Framework of a narrow AI engine for a premises energy
management system using energy management agents

FOREWORD
1) ISO (the International Organization for Standardization) and IEC (the International Electrotechnical Commission)
form the specialized system for worldwide standardization. National bodies that are members of ISO or IEC
participate in the development of International Standards through technical committees established by the
respective organization to deal with particular fields of technical activity. ISO and IEC technical committees
collaborate in fields of mutual interest. Other international organizations, governmental and non-governmental,
in liaison with ISO and IEC, also take part in the work.
2) The formal decisions or agreements of IEC and ISO on technical matters express, as nearly as possible, an
international consensus of opinion on the relevant subjects since each technical committee has representation
from all interested IEC and ISO National bodies.
3) IEC and ISO documents have the form of recommendations for international use and are accepted by IEC and
ISO National bodies in that sense. While all reasonable efforts are made to ensure that the technical content of
IEC and ISO documents is accurate, IEC and ISO cannot be held responsible for the way in which they are used
or for any misinterpretation by any end user.
4) In order to promote international uniformity, IEC and ISO National bodies undertake to apply IEC and ISO
documents transparently to the maximum extent possible in their national and regional publications. Any
divergence between any IEC and ISO document and the corresponding national or regional publication shall be
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responsible for any services carried out by independent certification bodies.
6) All users should ensure that they have the latest edition of this document.
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legal fees) and expenses arising out of the publication, use of, or reliance upon, this ISO/IEC document or any
other IEC and ISO documents.
8) Attention is drawn to the Normative references cited in this document. Use of the referenced publications is
indispensable for the correct application of this document.
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patent(s). IEC and ISO take no position concerning the evidence, validity or applicability of any claimed patent
rights in respect thereof. As of the date of publication of this document, IEC and ISO had not
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