IEEE Power & Energy Magazine - September/October 2016 - 36

This article has outlined a framework that can serve as
a high-level reference for defining and implementing
a utility and grid of the future strategy.
the data collected by the enabling infrastructure, such as
energy management systems, dMss, outage management
systems (oMss), distributed resources management systems
(derMs), and meter data management systems. on the load
side, this covers systems and platforms required to collect
and process the data needed to manage the relationship and
interaction with customers, such as customer and billing
information systems. An emerging trend in this area is the
growing interest in sharing information with other critical
service providers under the smart city umbrella and interacting with customer equipment under the internet of Things
concept. These trends raise new questions regarding cybersecurity, data privacy, and customer data ownership that
are likely to take more relevance in the short term and push
existing regulatory and policy boundaries.

Application Layer
This layer of the utility and grid of the future framework
comprises software applications required to optimize
the operation, maintenance, and planning of the grid and
improve the overall efficiency of utility processes and customer experience.

Grid and Customer Analytics
This component includes all big data applications pertaining
to internal utility processes, either grid or customer related,
such as planning, load forecasting, reliability, regulatory
reporting, engineering design and standards, asset management, maintenance, asset condition, electricity market analysis, energy consumption, and billing analytics. These applications are intended for offline processing (on an on-demand
basis) of large volumes of data to provide meaningful results
to utility personnel that can then be used to improve the
accuracy and efficiency of the analyses, investigations, and
studies needed in the aforementioned activities.

Real-Time Awareness and Control
This component is made up of all the applications needed for
the real-time operation (monitoring, protection, automation,
and control) of transmission and distribution grids, seamless integration of conventional and variable renewable generation resources, and market participation. This includes
applications residing in control center (eMss/dMss/oMss/
derMss) environments, substation and feeder automation systems, and other advanced controllers implemented
in microgrid and building and home automation systems.
These applications can be part of centralized, hybrid, or
36

ieee power & energy magazine

distributed control architectures; supervised or fully automated systems; and rely on the bidirectional exchange of
data with utility and customer assets. The importance of
these applications is expected to increase as active distribution systems (where bidirectional power flows are the norm)
and advanced concepts involving customer interaction such
as transactive energy and the distribution system operator
model become a reality.

Customer Interaction
These applications are critical for the successful implementation of the utility of the future strategy and will further enable
its customer-centric vision. These applications are intended to
process data collected from customer assets that can be used
to enhance the overall customer experience. This includes, for
instance, web and mobile applications designed to provide
customers with a diverse portfolio of services (e.g., intelligent
electric vehicles, der dispatch/charging, and time-of-use
rates), opportunities for market participation, and implementation of energy advising and management functionalities
(e.g., energy efficiency and demand response) needed to attain
the promised and potential savings, benefits, and profit prospects of the utility of the future vision.

Innovation Layer
The innovation layer is a vital element of the proposed framework as it focuses on identifying and evaluating the next wave
of technology and business solutions; market needs; customer
expectations; regulatory and policy trends; and business propositions, partnerships, and opportunities for electric utilities.
This layer is responsible for ensuring that novel developments
and best practices are explored, and, if deemed valuable, they
are communicated and recommended for incorporation into
regular utility practices, standards, and processes.

Research and Development
engineering and business research and development activities are vital to identify leading industry practices (via
benchmarking, surveying and studying best practices) and
assess emerging industry trends, solutions, challenges, and
needs pertaining to electric utility technology, business, regulatory, policy, and customer experience aspects. research
and development activities are important to identify market
changes and reference inputs to update the selected utility of
the future strategy. research and development activities are
either the responsibility of dedicated organizations or part
of a broader set of duties of multifunctional organizations.
september/october 2016



Table of Contents for the Digital Edition of IEEE Power & Energy Magazine - September/October 2016

IEEE Power & Energy Magazine - September/October 2016 - Cover1
IEEE Power & Energy Magazine - September/October 2016 - Cover2
IEEE Power & Energy Magazine - September/October 2016 - 1
IEEE Power & Energy Magazine - September/October 2016 - 2
IEEE Power & Energy Magazine - September/October 2016 - 3
IEEE Power & Energy Magazine - September/October 2016 - 4
IEEE Power & Energy Magazine - September/October 2016 - 5
IEEE Power & Energy Magazine - September/October 2016 - 6
IEEE Power & Energy Magazine - September/October 2016 - 7
IEEE Power & Energy Magazine - September/October 2016 - 8
IEEE Power & Energy Magazine - September/October 2016 - 9
IEEE Power & Energy Magazine - September/October 2016 - 10
IEEE Power & Energy Magazine - September/October 2016 - 11
IEEE Power & Energy Magazine - September/October 2016 - 12
IEEE Power & Energy Magazine - September/October 2016 - 13
IEEE Power & Energy Magazine - September/October 2016 - 14
IEEE Power & Energy Magazine - September/October 2016 - 15
IEEE Power & Energy Magazine - September/October 2016 - 16
IEEE Power & Energy Magazine - September/October 2016 - 17
IEEE Power & Energy Magazine - September/October 2016 - 18
IEEE Power & Energy Magazine - September/October 2016 - 19
IEEE Power & Energy Magazine - September/October 2016 - 20
IEEE Power & Energy Magazine - September/October 2016 - 21
IEEE Power & Energy Magazine - September/October 2016 - 22
IEEE Power & Energy Magazine - September/October 2016 - 23
IEEE Power & Energy Magazine - September/October 2016 - 24
IEEE Power & Energy Magazine - September/October 2016 - 25
IEEE Power & Energy Magazine - September/October 2016 - 26
IEEE Power & Energy Magazine - September/October 2016 - 27
IEEE Power & Energy Magazine - September/October 2016 - 28
IEEE Power & Energy Magazine - September/October 2016 - 29
IEEE Power & Energy Magazine - September/October 2016 - 30
IEEE Power & Energy Magazine - September/October 2016 - 31
IEEE Power & Energy Magazine - September/October 2016 - 32
IEEE Power & Energy Magazine - September/October 2016 - 33
IEEE Power & Energy Magazine - September/October 2016 - 34
IEEE Power & Energy Magazine - September/October 2016 - 35
IEEE Power & Energy Magazine - September/October 2016 - 36
IEEE Power & Energy Magazine - September/October 2016 - 37
IEEE Power & Energy Magazine - September/October 2016 - 38
IEEE Power & Energy Magazine - September/October 2016 - 39
IEEE Power & Energy Magazine - September/October 2016 - 40
IEEE Power & Energy Magazine - September/October 2016 - 41
IEEE Power & Energy Magazine - September/October 2016 - 42
IEEE Power & Energy Magazine - September/October 2016 - 43
IEEE Power & Energy Magazine - September/October 2016 - 44
IEEE Power & Energy Magazine - September/October 2016 - 45
IEEE Power & Energy Magazine - September/October 2016 - 46
IEEE Power & Energy Magazine - September/October 2016 - 47
IEEE Power & Energy Magazine - September/October 2016 - 48
IEEE Power & Energy Magazine - September/October 2016 - 49
IEEE Power & Energy Magazine - September/October 2016 - 50
IEEE Power & Energy Magazine - September/October 2016 - 51
IEEE Power & Energy Magazine - September/October 2016 - 52
IEEE Power & Energy Magazine - September/October 2016 - 53
IEEE Power & Energy Magazine - September/October 2016 - 54
IEEE Power & Energy Magazine - September/October 2016 - 55
IEEE Power & Energy Magazine - September/October 2016 - 56
IEEE Power & Energy Magazine - September/October 2016 - 57
IEEE Power & Energy Magazine - September/October 2016 - 58
IEEE Power & Energy Magazine - September/October 2016 - 59
IEEE Power & Energy Magazine - September/October 2016 - 60
IEEE Power & Energy Magazine - September/October 2016 - 61
IEEE Power & Energy Magazine - September/October 2016 - 62
IEEE Power & Energy Magazine - September/October 2016 - 63
IEEE Power & Energy Magazine - September/October 2016 - 64
IEEE Power & Energy Magazine - September/October 2016 - 65
IEEE Power & Energy Magazine - September/October 2016 - 66
IEEE Power & Energy Magazine - September/October 2016 - 67
IEEE Power & Energy Magazine - September/October 2016 - 68
IEEE Power & Energy Magazine - September/October 2016 - 69
IEEE Power & Energy Magazine - September/October 2016 - 70
IEEE Power & Energy Magazine - September/October 2016 - 71
IEEE Power & Energy Magazine - September/October 2016 - 72
IEEE Power & Energy Magazine - September/October 2016 - 73
IEEE Power & Energy Magazine - September/October 2016 - 74
IEEE Power & Energy Magazine - September/October 2016 - 75
IEEE Power & Energy Magazine - September/October 2016 - 76
IEEE Power & Energy Magazine - September/October 2016 - 77
IEEE Power & Energy Magazine - September/October 2016 - 78
IEEE Power & Energy Magazine - September/October 2016 - 79
IEEE Power & Energy Magazine - September/October 2016 - 80
IEEE Power & Energy Magazine - September/October 2016 - 81
IEEE Power & Energy Magazine - September/October 2016 - 82
IEEE Power & Energy Magazine - September/October 2016 - 83
IEEE Power & Energy Magazine - September/October 2016 - 84
IEEE Power & Energy Magazine - September/October 2016 - 85
IEEE Power & Energy Magazine - September/October 2016 - 86
IEEE Power & Energy Magazine - September/October 2016 - 87
IEEE Power & Energy Magazine - September/October 2016 - 88
IEEE Power & Energy Magazine - September/October 2016 - 89
IEEE Power & Energy Magazine - September/October 2016 - 90
IEEE Power & Energy Magazine - September/October 2016 - 91
IEEE Power & Energy Magazine - September/October 2016 - 92
IEEE Power & Energy Magazine - September/October 2016 - Cover3
IEEE Power & Energy Magazine - September/October 2016 - 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