Sensing devices for non-intrusive load monitoring (NILM) systems

IEC 63297:2025 provides a classification of NILM sensing devices for use in NILM systems, according to the state of the art of NILM technologies.

Abtasteinrichtungen für Systeme zur berührungslosen Lastüberwachung (Non-Intrusive Load Monitoring - NILM)

Dispositifs de détection pour les systèmes de surveillance non intrusive de la charge (NILM)

IEC 63297:2025 Le présent document fournit une classification des dispositifs de détection NILM destinés à être utilisés dans les systèmes NILM, selon l'état de l'art des technologies NILM.

Senzorske naprave za sisteme nevsiljivega spremljanja obremenitve (NILM)

General Information

Status
Not Published
Public Enquiry End Date
29-Nov-2024
Current Stage
4020 - Public enquire (PE) (Adopted Project)
Start Date
03-Oct-2024
Due Date
20-Feb-2025
Completion Date
19-Dec-2024

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SLOVENSKI STANDARD
01-november-2024
Senzorske naprave za sisteme nevsiljivega spremljanja obremenitve (NILM)
Sensing devices for non-intrusive load monitoring (NILM) systems
Ta slovenski standard je istoveten z: prEN IEC 63297:2024
ICS:
17.220.20 Merjenje električnih in Measurement of electrical
magnetnih veličin and magnetic quantities
2003-01.Slovenski inštitut za standardizacijo. Razmnoževanje celote ali delov tega standarda ni dovoljeno.

85/933/CDV
COMMITTEE DRAFT FOR VOTE (CDV)
PROJECT NUMBER:
IEC 63297 ED1
DATE OF CIRCULATION: CLOSING DATE FOR VOTING:
2024-09-27 2024-12-20
SUPERSEDES DOCUMENTS:
85/911/CD, 85/930/CC
IEC TC 85 : MEASURING EQUIPMENT FOR ELECTRICAL AND ELECTROMAGNETIC QUANTITIES
SECRETARIAT: SECRETARY:
China Ms Guiju HAN
OF INTEREST TO THE FOLLOWING COMMITTEES: HORIZONTAL FUNCTION(S):
TC 13,SC 23K,TC 38
ASPECTS CONCERNED:
Energy Efficiency
SUBMITTED FOR CENELEC PARALLEL VOTING NOT SUBMITTED FOR CENELEC PARALLEL VOTING
Attention IEC-CENELEC parallel voting
The attention of IEC National Committees, members of
CENELEC, is drawn to the fact that this Committee Draft for
Vote (CDV) is submitted for parallel voting.
The CENELEC members are invited to vote through the
CENELEC online voting system.
This document is still under study and subject to change. It should not be used for reference purposes.
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Recipients of this document are invited to submit, with their comments, notification of any relevant “In Some Countries” clau ses to
be included should this proposal proceed. Recipients are reminded that the CDV stage is the final stage for submitting ISC
clauses. (SEE AC/22/2007 OR NEW GUIDANCE DOC).

TITLE:
Sensing devices for non-intrusive load monitoring (NILM) systems

PROPOSED STABILITY DATE: 2028
NOTE FROM TC/SC OFFICERS:
electronic file, to make a copy and to print out the content for the sole purpose of preparing National Committee positions. You
may not copy or "mirror" the file or printed version of the document, or any part of it, for any other purpose without permis sion
in writing from IEC. Public
85/933/CDV – 2 – IEC CDV 63297 © IEC 2024
CONTENTS
FOREWORD . 4
INTRODUCTION . 6
1 Scope . 7
2 Normative references . 7
3 Terms and definitions . 7
4 Elements of a NILM system . 9
4.1 General . 9
4.2 NILM sensing device . 10
4.3 NILM analytics . 10
5 Classification of NILM sensing devices (NSD) . 10
5.1 General . 10
5.2 Definition of essential NSD parameter classes . 11
5.2.1 General . 11
5.2.2 Sampling frequency class definition . 11
5.2.3 Output data rate class definition . 12
5.2.4 Data bit rate class definition . 12
6 Documentation requirements . 13
7 Operation of NILM systems. 13
Annex A (informative) Introduction of NILM process . 15
A.1 Example of NILM process . 15
A.2 Data and techniques for NILM . 15
A.3 Examples of NILM sensing devices (NSD) . 16
Annex B (informative) Data bit rate . 17
B.1 Calculation of data bit rate . 17
Annex C (informative) Measuring equipment compared to NILM sensing devices . 19
C.1 General . 19
C.2 Types of measuring equipment . 19
C.3 Overview of requirements for measuring equipment . 19
C.4 Relationship between NILM sensing devices and measuring equipment . 20
Bibliography . 22

Figure 1 – Principle of non-intrusive load monitoring (NILM) . 6
Figure 2 – Elements of a NILM system . 9
Figure 3 – Component view of a NILM sensing device (NSD) . 11
Figure 4 – Framework for NILM systems operation . 14
Figure A.1 – Example of NILM System implementation . 15
Figure A.2 – Example of NILM sensing device installed in a home panelboard . 16
Figure C.1 – Notion of accuracy class . 20

Table 1 – Classification of NSDs according to the sampling frequency . 11
Table 2 – Classification of NSDs according to output data rate . 12
Table 3 – Classification of NSDs according to the data bit rate . 12
Public
IEC CDV 63297 © IEC 2024 – 3 – 85/933/CDV
Table A.1 – Example of data and techniques used in NILM systems . 15
Table A.2 – Examples of NILM sensing devices and typical specification . 16
Table B.1 – Examples of data bit rate calculation . 17
Table C.1 – Overview of measuring equipment . 19

Public
85/933/CDV – 4 – IEC CDV 63297 © IEC 2024
2 INTERNATIONAL ELECTROTECHNICAL COMMISSION
3 ____________
5 SENSING DEVICES FOR NON-INTRUSIVE
6 LOAD MONITORING (NILM) SYSTEMS
8 FOREWORD
9 1) The International Electrotechnical Commission (IEC) is a worldwide organization for standardization comprising
10 all national electrotechnical committees (IEC National Committees). The object of IEC is to promote
11 international co-operation on all questions concerning standardization in the electrical and electronic fields. To
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39 8) Attention is drawn to the Normative references cited in this publication. Use of the referenced publications is
40 indispensable for the correct application of this publication.
41 9) Attention is drawn to the possibility that some of the elements of this IEC Publication may be the subject of
42 patent rights. IEC shall not be held responsible for identifying any or all such patent rights.
43 IEC 63297 has been prepared by IEC technical committee 85: Measuring equipment for
44 electrical and electromagnetic quantities.
45 The text of this International Standard is based on the following documents:
Enquiry draft Report on voting

47 Full information on the voting for its approval can be found in the report on voting indicated in
48 the above table.
49 This document was drafted in accordance with ISO/IEC Directives, Part 2, and developed in
50 accordance with ISO/IEC Directives, Part 1 and ISO/IEC Directives, IEC Supplement,
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IEC CDV 63297 © IEC 2024 – 5 – 85/933/CDV
53 The committee has decided that the contents of this publication will remain unchanged until
54 the stability date indicated on the IEC website under "http://webstore.iec.ch" in the data
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IMPORTANT – The 'colour inside' logo on the cover page of this publication indicates that it
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85/933/CDV – 6 – IEC CDV 63297 © IEC 2024
63 INTRODUCTION
64 Non-intrusive load monitoring (NILM), or non-intrusive appliance and load monitoring (NIALM),
65 is a process for providing estimated energy usage, e.g. by type of use (heating, cooling, etc.)
66 or type of appliance (microwave, etc.) based on load signatures at a single point in the
67 installation.
68 NILM systems can be used to survey the specific uses of electrical power in homes, buildings
69 or industrial areas (see Figure 1).
71 Figure 1 – Principle of non-intrusive load monitoring (NILM)
72 At the moment, NILM systems are essentially used in AC distribution networks, but DC
73 networks are not excluded.
Public
IEC CDV 63297 © IEC 2024 – 7 – 85/933/CDV
76 SENSING DEVICES FOR NON-INTRUSIVE
77 LOAD MONITORING (NILM) SYSTEMS
81 1 Scope
82 This International Standard provides a classification of NILM sensing devices for use in NILM
83 systems, according to the state of the art of NILM technologies.
84 The classification of NILM analytics and NILM systems, as well as performance indicators for
85 NILM systems, can be considered in the future.
86 NILM systems produce estimated disaggregation into energy usages. When accurate
87 measurement and analysis of energy consumption and/or other electrical parameters is
88 needed (e.g. for monitoring the electrical installation), systems based on standardized
89 measuring devices (e.g. PMD, PQI or meters) are used.
90 NOTE Standardized measuring devices have guaranteed accuracy over a specified range and have limited
...

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