IEEE Power & Energy Magazine - January/February 2020 - 65

table 1. The existing advanced applications currently being adopted by industry, applications
that will become relevant in the near future, and long-term future applications.
Main Requirements and Characteristics

Application

Network
Model

Communication
Direction

● No
● Simple
● Full

●
●
●
●

No
Unidirectional
Bidirectional
Peer to peer

Location of
Intelligence

Advanced
Analytics

Other Comments

● Centralized
● Distributed
● Local

● Type 1
● Type 2
● Type 3

I: input (measurements)*
O: output (decisions and
controls)

Stage 1: Applications currently being adopted by industry
Voltage control

●

●/●/●

●/●

●

I: nodal V and Sflow
O: regulator taps and cap bank
status

Traditional demand
response (using DLC)

●

●

●

●

I: substation Sflow
O: load-curtailment signal

DER control and
coordination

●

●/●

●

●

I: substation Sflow and V at the
DER PoC
O: DER P/Q dispatch

FLISR

●

●

●

●

I: outage data
O: switch operations

●/●

●

●

●/●

I: historical and real-time Sload
and SDER and weather data
O: load/generation forecasts

Utility/customer
microgrid control
and coordination

●

●

●

●/●

I: Sflow and V at the microgrid PoC
O: Sflow dispatch signal at the PoC

Network topology
and state estimation

●

●

●

●

I: switch status, Sflow, and Sload
O: nodal V and Sflow

Optimal voltage control
(e.g., volt-var control
and conservation
voltage reduction
(CVR) optimization)

●

●

●

●

I: Sload, SDER, and ZIP model
O: regulator taps, cap status, and
DER P/Q dispatch

Optimal DER control
and coordination

●

●

●

●

I: Sload, SDER, and ZIP model
O: DER P and Q dispatch

Proactive demand
response

●

●

●

●

I: cleared market bids
O: real-time corrective signals

Resilient restoration
with intentional
islanding

●

●

●/●

●

I: postdisaster SA and DER status
O: switch action and island control

Stage 2: Near-term applications
Short-term demand
and generation
forecasting

Stage 3: Long-term applications and enablers
Adaptive protection

●

●

●

●

I: SDER, Sload, and nodal V
O: adaptive protection settings

Proactive crew and
mobile restoration
resources for resilience

●

●

●/●

●

I: weather data, fragility curves,
and transportation network
O: path and resource dispatch plan

Hybrid centralized
and distributed
intelligence (enabler)

●

●

●

●

I: local/and/or downstream data
O: control P, Q, and V signals

Data-driven
postdisaster situational
awareness

●

●/●

●/●

●

I: weather data, fragility curves,
and real-time equipment status
O: postdisaster network model
(Continued)

january/february 2020

ieee power & energy magazine

65



IEEE Power & Energy Magazine - January/February 2020

Table of Contents for the Digital Edition of IEEE Power & Energy Magazine - January/February 2020

Contents
IEEE Power & Energy Magazine - January/February 2020 - Cover1
IEEE Power & Energy Magazine - January/February 2020 - Cover2
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IEEE Power & Energy Magazine - January/February 2020 - Cover3
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