IEEE Power & Energy Magazine - May/June 2014 - 58

Billing and
Accounting

Finance

DOC
Management

Corporate

HR

Biz Ops

Trading

Scheduling

Settlements

Forecasting

System Planning

System
Planning

Capacity
Planning

Network
Planning

Data
Warehousing

Engineering

Maintenance Parts/
Work
Asset
Scheduling Supply Management Management

Sys Ops

EMS

DMS

OMS

Customer Service

CIS

MDM

IVR

Backhaul Coms

Field Coms

Fiber
Network

WiMax
Network

Station Bus
(Revenue Data)
WiMax

Revenue Data

Residential
Metering

IPP

Color Code

Broadband
PLC

Process Bus
(Breakers, Switchgear,
Reclosers, Transformers)

Commercial
Metering

Narrowband/
Broadband
PLC

Industrial
Metering
Gateways

Biofuel

Wind

Data

Data
Warehousing

Microwave
Network

Net Meters

PV

GIS

Public
Proprietary RF
Network

Last Mile Coms

Two-Way Coms

DSM

ERP

COM

HR:

Human Resources Department

ERP:

Enterprise Resource Planning

DOC:

Document Management

EMS:

Energy Management System

DMS:

Distribution Management System

OMS:

Outage Management System

DSM:

Demand-Side Management

GIS:

Geographic Information System

CIS:

Customer Information System

MDM:

Metering Data Management

IVR:

Interactive Voice Response

PLC:

Power Line Communication

WiMax:

IEEE 802.16 Wireless-Networks Standard

RF:

Radio Frequency

PV:

Photovoltaic

Biz Ops: Business Operations
Sys Ops: System Operations
Coms:

Communication Systems

IPP:

Independent Power Producers

VVO:

Volt/Var Optimization

CVR:

Conservation Voltage Reduction

Small
Hydro

Asset

figure 4. A layered smart grid system integration map.

that subsequent moves toward other areas of the system can
be realized seamlessly and without the need to substantially
change or upgrade the assets that have already been rolled
out. as an example, if after ami rollout the plan is to take
substation automation as the next area for investment, the
utility should ensure that subsequent downstream moves to
implement demand curtailment or load shedding as well as
upstream moves to implement asset management or selfhealing can be realized without having to change or upgrade
the investments made for substation automation and ami.
Figure 4 shows the extent to which the specifications of
various parts of the system need to be taken into account
to ensure seamless integration of components, assets, and
functions in both the spatial and temporal domains. it
emphasizes the notion that the sphere of influence of smart
grid capabilities varies considerably across different functions. Some span upstream layers of the system, involving
58

ieee power & energy magazine

enterprise functions, utility operations, and revenue management (e.g., contingency management, asset management,
energy market participation, and so on), while others traverse local downstream layers of the system, involving field
and prosumer-facing assets (e.g., demand response, load
management, and so forth). it is the latter group that places
a heavy burden on the ami system, as it requires close integration and tight operational linkages to ami system components, protocols, and technologies. a poorly designed and
implemented ami system would prove to be inhibitive for
the efficient implementation and/or correct operation of such
downstream smart grid functions.

The Smart Grid Integration Map
as discussed above, the point of departure on the path to the
smart grid and the particular set of smart grid capabilities
each utility may want to achieve will not be the same across
may/june 2014



Table of Contents for the Digital Edition of IEEE Power & Energy Magazine - May/June 2014

IEEE Power & Energy Magazine - May/June 2014 - Cover1
IEEE Power & Energy Magazine - May/June 2014 - Cover2
IEEE Power & Energy Magazine - May/June 2014 - 1
IEEE Power & Energy Magazine - May/June 2014 - 2
IEEE Power & Energy Magazine - May/June 2014 - 3
IEEE Power & Energy Magazine - May/June 2014 - 4
IEEE Power & Energy Magazine - May/June 2014 - 5
IEEE Power & Energy Magazine - May/June 2014 - 6
IEEE Power & Energy Magazine - May/June 2014 - 7
IEEE Power & Energy Magazine - May/June 2014 - 8
IEEE Power & Energy Magazine - May/June 2014 - 9
IEEE Power & Energy Magazine - May/June 2014 - 10
IEEE Power & Energy Magazine - May/June 2014 - 11
IEEE Power & Energy Magazine - May/June 2014 - 12
IEEE Power & Energy Magazine - May/June 2014 - 13
IEEE Power & Energy Magazine - May/June 2014 - 14
IEEE Power & Energy Magazine - May/June 2014 - 15
IEEE Power & Energy Magazine - May/June 2014 - 16
IEEE Power & Energy Magazine - May/June 2014 - 17
IEEE Power & Energy Magazine - May/June 2014 - 18
IEEE Power & Energy Magazine - May/June 2014 - 19
IEEE Power & Energy Magazine - May/June 2014 - 20
IEEE Power & Energy Magazine - May/June 2014 - 21
IEEE Power & Energy Magazine - May/June 2014 - 22
IEEE Power & Energy Magazine - May/June 2014 - 23
IEEE Power & Energy Magazine - May/June 2014 - 24
IEEE Power & Energy Magazine - May/June 2014 - 25
IEEE Power & Energy Magazine - May/June 2014 - 26
IEEE Power & Energy Magazine - May/June 2014 - 27
IEEE Power & Energy Magazine - May/June 2014 - 28
IEEE Power & Energy Magazine - May/June 2014 - 29
IEEE Power & Energy Magazine - May/June 2014 - 30
IEEE Power & Energy Magazine - May/June 2014 - 31
IEEE Power & Energy Magazine - May/June 2014 - 32
IEEE Power & Energy Magazine - May/June 2014 - 33
IEEE Power & Energy Magazine - May/June 2014 - 34
IEEE Power & Energy Magazine - May/June 2014 - 35
IEEE Power & Energy Magazine - May/June 2014 - 36
IEEE Power & Energy Magazine - May/June 2014 - 37
IEEE Power & Energy Magazine - May/June 2014 - 38
IEEE Power & Energy Magazine - May/June 2014 - 39
IEEE Power & Energy Magazine - May/June 2014 - 40
IEEE Power & Energy Magazine - May/June 2014 - 41
IEEE Power & Energy Magazine - May/June 2014 - 42
IEEE Power & Energy Magazine - May/June 2014 - 43
IEEE Power & Energy Magazine - May/June 2014 - 44
IEEE Power & Energy Magazine - May/June 2014 - 45
IEEE Power & Energy Magazine - May/June 2014 - 46
IEEE Power & Energy Magazine - May/June 2014 - 47
IEEE Power & Energy Magazine - May/June 2014 - 48
IEEE Power & Energy Magazine - May/June 2014 - 49
IEEE Power & Energy Magazine - May/June 2014 - 50
IEEE Power & Energy Magazine - May/June 2014 - 51
IEEE Power & Energy Magazine - May/June 2014 - 52
IEEE Power & Energy Magazine - May/June 2014 - 53
IEEE Power & Energy Magazine - May/June 2014 - 54
IEEE Power & Energy Magazine - May/June 2014 - 55
IEEE Power & Energy Magazine - May/June 2014 - 56
IEEE Power & Energy Magazine - May/June 2014 - 57
IEEE Power & Energy Magazine - May/June 2014 - 58
IEEE Power & Energy Magazine - May/June 2014 - 59
IEEE Power & Energy Magazine - May/June 2014 - 60
IEEE Power & Energy Magazine - May/June 2014 - 61
IEEE Power & Energy Magazine - May/June 2014 - 62
IEEE Power & Energy Magazine - May/June 2014 - 63
IEEE Power & Energy Magazine - May/June 2014 - 64
IEEE Power & Energy Magazine - May/June 2014 - 65
IEEE Power & Energy Magazine - May/June 2014 - 66
IEEE Power & Energy Magazine - May/June 2014 - 67
IEEE Power & Energy Magazine - May/June 2014 - 68
IEEE Power & Energy Magazine - May/June 2014 - 69
IEEE Power & Energy Magazine - May/June 2014 - 70
IEEE Power & Energy Magazine - May/June 2014 - 71
IEEE Power & Energy Magazine - May/June 2014 - 72
IEEE Power & Energy Magazine - May/June 2014 - 73
IEEE Power & Energy Magazine - May/June 2014 - 74
IEEE Power & Energy Magazine - May/June 2014 - 75
IEEE Power & Energy Magazine - May/June 2014 - 76
IEEE Power & Energy Magazine - May/June 2014 - 77
IEEE Power & Energy Magazine - May/June 2014 - 78
IEEE Power & Energy Magazine - May/June 2014 - 79
IEEE Power & Energy Magazine - May/June 2014 - 80
IEEE Power & Energy Magazine - May/June 2014 - 81
IEEE Power & Energy Magazine - May/June 2014 - 82
IEEE Power & Energy Magazine - May/June 2014 - 83
IEEE Power & Energy Magazine - May/June 2014 - 84
IEEE Power & Energy Magazine - May/June 2014 - 85
IEEE Power & Energy Magazine - May/June 2014 - 86
IEEE Power & Energy Magazine - May/June 2014 - 87
IEEE Power & Energy Magazine - May/June 2014 - 88
IEEE Power & Energy Magazine - May/June 2014 - 89
IEEE Power & Energy Magazine - May/June 2014 - 90
IEEE Power & Energy Magazine - May/June 2014 - 91
IEEE Power & Energy Magazine - May/June 2014 - 92
IEEE Power & Energy Magazine - May/June 2014 - 93
IEEE Power & Energy Magazine - May/June 2014 - 94
IEEE Power & Energy Magazine - May/June 2014 - 95
IEEE Power & Energy Magazine - May/June 2014 - 96
IEEE Power & Energy Magazine - May/June 2014 - 97
IEEE Power & Energy Magazine - May/June 2014 - 98
IEEE Power & Energy Magazine - May/June 2014 - 99
IEEE Power & Energy Magazine - May/June 2014 - 100
IEEE Power & Energy Magazine - May/June 2014 - 101
IEEE Power & Energy Magazine - May/June 2014 - 102
IEEE Power & Energy Magazine - May/June 2014 - 103
IEEE Power & Energy Magazine - May/June 2014 - 104
IEEE Power & Energy Magazine - May/June 2014 - 105
IEEE Power & Energy Magazine - May/June 2014 - 106
IEEE Power & Energy Magazine - May/June 2014 - 107
IEEE Power & Energy Magazine - May/June 2014 - 108
IEEE Power & Energy Magazine - May/June 2014 - 109
IEEE Power & Energy Magazine - May/June 2014 - 110
IEEE Power & Energy Magazine - May/June 2014 - 111
IEEE Power & Energy Magazine - May/June 2014 - 112
IEEE Power & Energy Magazine - May/June 2014 - 113
IEEE Power & Energy Magazine - May/June 2014 - 114
IEEE Power & Energy Magazine - May/June 2014 - 115
IEEE Power & Energy Magazine - May/June 2014 - 116
IEEE Power & Energy Magazine - May/June 2014 - 117
IEEE Power & Energy Magazine - May/June 2014 - 118
IEEE Power & Energy Magazine - May/June 2014 - 119
IEEE Power & Energy Magazine - May/June 2014 - 120
IEEE Power & Energy Magazine - May/June 2014 - 121
IEEE Power & Energy Magazine - May/June 2014 - 122
IEEE Power & Energy Magazine - May/June 2014 - 123
IEEE Power & Energy Magazine - May/June 2014 - 124
IEEE Power & Energy Magazine - May/June 2014 - 125
IEEE Power & Energy Magazine - May/June 2014 - 126
IEEE Power & Energy Magazine - May/June 2014 - 127
IEEE Power & Energy Magazine - May/June 2014 - 128
IEEE Power & Energy Magazine - May/June 2014 - Cover3
IEEE Power & Energy Magazine - May/June 2014 - Cover4
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091020
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070820
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050620
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030420
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010220
https://www.nxtbook.com/nxtbooks/pes/powerenergy_111219
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091019
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070819
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050619
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030419
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010219
https://www.nxtbook.com/nxtbooks/pes/powerenergy_111218
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091018
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070818
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050618
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030418
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010218
https://www.nxtbook.com/nxtbooks/pes/powerenergy_111217
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091017
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070817
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050617
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030417
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010217
https://www.nxtbook.com/nxtbooks/pes/powerenergy_111216
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091016
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070816
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050616
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030416
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010216
https://www.nxtbook.com/nxtbooks/ieee/powerenergy_010216
https://www.nxtbook.com/nxtbooks/pes/powerenergy_111215
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091015
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070815
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050615
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030415
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010215
https://www.nxtbook.com/nxtbooks/pes/powerenergy_111214
https://www.nxtbook.com/nxtbooks/pes/powerenergy_091014
https://www.nxtbook.com/nxtbooks/pes/powerenergy_070814
https://www.nxtbook.com/nxtbooks/pes/powerenergy_050614
https://www.nxtbook.com/nxtbooks/pes/powerenergy_030414
https://www.nxtbook.com/nxtbooks/pes/powerenergy_010214
https://www.nxtbookmedia.com