IEEE Electrification - December 2022 - 58

By Killian McKenna , Pete Gotseff, Meredith Chee,
and Earle Ifuku
Advanced Metering
Infrastructure for
Distribution Planning
and Operation
Closing the loop on grid-edge visibility.
I
N THE RECENT HISTORY OF ELECTRIC
utilities, the potential to have visibility of
the grid edge is gaining significance for
the reliable planning and operation of a
clean energy smart grid. Before the
recent large-scale customer adoption of distributed
energy resources (DERs), distribution networks were
planned with a simpler fit-and-forget philosophy. The
importance of customer-sited DERs to achieve climate
change goals marks a major shift for utility operations.
Changes to traditional fit-and-forget planning paradigms
require better availability of grid-edge data. Smart
metering is an enterprise-wide tool that is enabling visibility
when and where it has been most needed. As of
2020, the rollout of smart metering, or advanced metering
infrastructure (AMI), had reached more than
100 million meters in the United States, and nearly half
of all electricity customers are now equipped with a
smart meter (Figure 1). Smart meters are quickly becoming
a ubiquitous data capture feature of smart grids. AMI
enables utilities to record and measure electricity usage
and power-flow metrics at a minimum of hourly intervals
and at least once a day. At a minimum, AMI enables
interval metering, automatic meter reading enabling
Digital Object Identifier 10.1109/MELE.2022.3211102
Date of current version: 24 November 2022
58
IEEE Electrification Magazine / DECEMBER 2022
2325-5897/22©2022IEEE
https://orcid.org/0000-0003-0551-4599

IEEE Electrification - December 2022

Table of Contents for the Digital Edition of IEEE Electrification - December 2022

Contents
IEEE Electrification - December 2022 - Cover1
IEEE Electrification - December 2022 - Cover2
IEEE Electrification - December 2022 - Contents
IEEE Electrification - December 2022 - 2
IEEE Electrification - December 2022 - 3
IEEE Electrification - December 2022 - 4
IEEE Electrification - December 2022 - 5
IEEE Electrification - December 2022 - 6
IEEE Electrification - December 2022 - 7
IEEE Electrification - December 2022 - 8
IEEE Electrification - December 2022 - 9
IEEE Electrification - December 2022 - 10
IEEE Electrification - December 2022 - 11
IEEE Electrification - December 2022 - 12
IEEE Electrification - December 2022 - 13
IEEE Electrification - December 2022 - 14
IEEE Electrification - December 2022 - 15
IEEE Electrification - December 2022 - 16
IEEE Electrification - December 2022 - 17
IEEE Electrification - December 2022 - 18
IEEE Electrification - December 2022 - 19
IEEE Electrification - December 2022 - 20
IEEE Electrification - December 2022 - 21
IEEE Electrification - December 2022 - 22
IEEE Electrification - December 2022 - 23
IEEE Electrification - December 2022 - 24
IEEE Electrification - December 2022 - 25
IEEE Electrification - December 2022 - 26
IEEE Electrification - December 2022 - 27
IEEE Electrification - December 2022 - 28
IEEE Electrification - December 2022 - 29
IEEE Electrification - December 2022 - 30
IEEE Electrification - December 2022 - 31
IEEE Electrification - December 2022 - 32
IEEE Electrification - December 2022 - 33
IEEE Electrification - December 2022 - 34
IEEE Electrification - December 2022 - 35
IEEE Electrification - December 2022 - 36
IEEE Electrification - December 2022 - 37
IEEE Electrification - December 2022 - 38
IEEE Electrification - December 2022 - 39
IEEE Electrification - December 2022 - 40
IEEE Electrification - December 2022 - 41
IEEE Electrification - December 2022 - 42
IEEE Electrification - December 2022 - 43
IEEE Electrification - December 2022 - 44
IEEE Electrification - December 2022 - 45
IEEE Electrification - December 2022 - 46
IEEE Electrification - December 2022 - 47
IEEE Electrification - December 2022 - 48
IEEE Electrification - December 2022 - 49
IEEE Electrification - December 2022 - 50
IEEE Electrification - December 2022 - 51
IEEE Electrification - December 2022 - 52
IEEE Electrification - December 2022 - 53
IEEE Electrification - December 2022 - 54
IEEE Electrification - December 2022 - 55
IEEE Electrification - December 2022 - 56
IEEE Electrification - December 2022 - 57
IEEE Electrification - December 2022 - 58
IEEE Electrification - December 2022 - 59
IEEE Electrification - December 2022 - 60
IEEE Electrification - December 2022 - 61
IEEE Electrification - December 2022 - 62
IEEE Electrification - December 2022 - 63
IEEE Electrification - December 2022 - 64
IEEE Electrification - December 2022 - 65
IEEE Electrification - December 2022 - 66
IEEE Electrification - December 2022 - 67
IEEE Electrification - December 2022 - 68
IEEE Electrification - December 2022 - 69
IEEE Electrification - December 2022 - 70
IEEE Electrification - December 2022 - 71
IEEE Electrification - December 2022 - 72
IEEE Electrification - December 2022 - 73
IEEE Electrification - December 2022 - 74
IEEE Electrification - December 2022 - 75
IEEE Electrification - December 2022 - 76
IEEE Electrification - December 2022 - 77
IEEE Electrification - December 2022 - 78
IEEE Electrification - December 2022 - 79
IEEE Electrification - December 2022 - 80
IEEE Electrification - December 2022 - 81
IEEE Electrification - December 2022 - 82
IEEE Electrification - December 2022 - 83
IEEE Electrification - December 2022 - 84
IEEE Electrification - December 2022 - 85
IEEE Electrification - December 2022 - 86
IEEE Electrification - December 2022 - 87
IEEE Electrification - December 2022 - 88
IEEE Electrification - December 2022 - 89
IEEE Electrification - December 2022 - 90
IEEE Electrification - December 2022 - 91
IEEE Electrification - December 2022 - 92
IEEE Electrification - December 2022 - 93
IEEE Electrification - December 2022 - 94
IEEE Electrification - December 2022 - 95
IEEE Electrification - December 2022 - 96
IEEE Electrification - December 2022 - Cover3
IEEE Electrification - December 2022 - Cover4
https://www.nxtbook.com/nxtbooks/pes/electrification_december2022
https://www.nxtbook.com/nxtbooks/pes/electrification_september2022
https://www.nxtbook.com/nxtbooks/pes/electrification_june2022
https://www.nxtbook.com/nxtbooks/pes/electrification_march2022
https://www.nxtbook.com/nxtbooks/pes/electrification_december2021
https://www.nxtbook.com/nxtbooks/pes/electrification_september2021
https://www.nxtbook.com/nxtbooks/pes/electrification_june2021
https://www.nxtbook.com/nxtbooks/pes/electrification_march2021
https://www.nxtbook.com/nxtbooks/pes/electrification_december2020
https://www.nxtbook.com/nxtbooks/pes/electrification_september2020
https://www.nxtbook.com/nxtbooks/pes/electrification_june2020
https://www.nxtbook.com/nxtbooks/pes/electrification_march2020
https://www.nxtbook.com/nxtbooks/pes/electrification_december2019
https://www.nxtbook.com/nxtbooks/pes/electrification_september2019
https://www.nxtbook.com/nxtbooks/pes/electrification_june2019
https://www.nxtbook.com/nxtbooks/pes/electrification_march2019
https://www.nxtbook.com/nxtbooks/pes/electrification_december2018
https://www.nxtbook.com/nxtbooks/pes/electrification_september2018
https://www.nxtbook.com/nxtbooks/pes/electrification_june2018
https://www.nxtbook.com/nxtbooks/pes/electrification_december2017
https://www.nxtbook.com/nxtbooks/pes/electrification_september2017
https://www.nxtbook.com/nxtbooks/pes/electrification_march2018
https://www.nxtbook.com/nxtbooks/pes/electrification_june2017
https://www.nxtbook.com/nxtbooks/pes/electrification_march2017
https://www.nxtbook.com/nxtbooks/pes/electrification_june2016
https://www.nxtbook.com/nxtbooks/pes/electrification_december2016
https://www.nxtbook.com/nxtbooks/pes/electrification_september2016
https://www.nxtbook.com/nxtbooks/pes/electrification_december2015
https://www.nxtbook.com/nxtbooks/pes/electrification_march2016
https://www.nxtbook.com/nxtbooks/pes/electrification_march2015
https://www.nxtbook.com/nxtbooks/pes/electrification_june2015
https://www.nxtbook.com/nxtbooks/pes/electrification_september2015
https://www.nxtbook.com/nxtbooks/pes/electrification_march2014
https://www.nxtbook.com/nxtbooks/pes/electrification_june2014
https://www.nxtbook.com/nxtbooks/pes/electrification_september2014
https://www.nxtbook.com/nxtbooks/pes/electrification_december2014
https://www.nxtbook.com/nxtbooks/pes/electrification_december2013
https://www.nxtbook.com/nxtbooks/pes/electrification_september2013
https://www.nxtbookmedia.com