Smart grid

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Smart grid topic overview

The analysis highlights Technology, Standards, Applications and Research as prominent areas in the source structure around Smart grid. 2 topics appear in more than one source area, which can help identify connections that are less obvious in a linear reading.

Related topics: 178
Source areas: 10
Connected nodes: 193
Extracted relationships: 266
Related term clusters: 66
Bridge connections: 193

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 47 topics

Deployments and attempted deployments · 29 topics

Background · 25 topics

Technology · 22 topics

Research · 20 topics

Guidelines, standards and user groups · 16 topics

Oppositions and concerns · 11 topics

Economics · 5 topics

Features · 4 topics

Other challenges to adoption · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

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Smart grid

6Renewable energy · Wind power · Solar power

3NIST · Smart grid · Federal Energy Regulatory Commission

9Automatic meter reading · Advanced metering infrastructure · Smart meter

25Electrical grid · Energy storage · Distribution board

9Specification · Grid connection · Distributed generation

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Features

Economics

Oppositions and concerns

Other challenges to adoption

Smart system

Guidelines, standards and user groups

Bibliography

For the semantics nerds

You can skip this section if you’re here for content ideas and keyword inspiration.

Advanced semantic analysis

How Smart grid connects Entity context

The extracted context around Smart grid shows recurring relationship patterns in the source. For example, Smart grid → Areas, China, Control, Digital, Distributed, Elering, Estonia, Fujian, Integrated, Kiisa, Kiisa Power Plant, Many, Matching, MW, Northeast, Operators, Phasor, Power, Real Time Thermal Rating, RTTR Another extracted example is Smart grid → Advanced, Advanced Distribution Management Systems, Advanced Metering Infrastructure, American Recovery, Consumer Acceptance Studies, Customer Interface Systems, Cyber Security Projects, Demonstration Projects, Dept, Distribution, Dynamic Line Rating, Energy Independence, Energy Policy Act, Energy Storage Systems, Energy's Smart Grid Program, Funds, Investment Grants, Meters, One, Public/Private. Use these groups to spot repeated connection types before inspecting the individual relationships.

Top relations

related to Technology · 31

Smart grid → Areas, China, Control, Digital, Distributed, Elering, Estonia, Fujian, Integrated, Kiisa, Kiisa Power Plant, Many, Matching, MW, Northeast, Operators, Phasor, Power, Real Time Thermal Rating, RTTR

related to US Dept. of Energy - ARRA Smart Grid Project · 31

Smart grid → Advanced, Advanced Distribution Management Systems, Advanced Metering Infrastructure, American Recovery, Consumer Acceptance Studies, Customer Interface Systems, Cyber Security Projects, Demonstration Projects, Dept, Distribution, Dynamic Line Rating, Energy Independence, Energy Policy Act, Energy Storage Systems, Energy's Smart Grid Program, Funds, Investment Grants, Meters, One, Public/Private

related to Security · 15

Smart grid → Additionally, Advanced Persistent Threats, APTs, Aside, Concerns, Cybercriminals, Designed, DoS, Hackers, One, PLCs, Programmable Logic Controllers, SCADA, Stuxnet, Transformers

related to Chattanooga · 13

Smart grid → April, Chattanooga, Deployment, Electricity Renewal, EPB, Fiber, Home, In January, PEER, Performance Excellence, TN, US, US DOE

related to Early technological innovations · 11

Smart grid → Advanced Metering Infrastructure, Beginning, Bonneville Power Administration, BPL, China, Devices, Italy's Telegestore Project, Monitoring, Smart, WAMS, Wide Area Measurement System

related to Massachusetts · 11

Smart grid → According, Boston Globe, Commonwealth, Electric Co, It's, Massachusetts, Northeast Utilities' Western Massachusetts, One, United States, US, Western Massachusetts' Electric's

related to Guidelines, standards and user groups · 9

Smart grid → CIM, Common Information Model, IEC, IEC TC, IEEE, IEEE Smart Grid Initiative, Part, The CIM, The IEEE P2030

related to Île d'Yeu · 8

Smart grid → Engie, France, Ker Pissot, Six, Sixty-four, Spring, Twenty-three, Yeu

related to Hydro One · 7

Smart grid → Best AMR Initiative, Canada, Hydro One, North America, Ontario, Trilliant, Utility Planning Network

related to Other challenges to adoption · 7

Smart grid → DSL Internet, Ideally, Providers, PSS, Regulatory, SCADA, Without

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

grid smart power energy electricity control demand electric systems system technology also infrastructure use devices grids technologies information load distribution

Smart grid relationships Subject–Predicate–Object triples

TTTA extracted 266 structured relationships around Smart grid. Examples in this analysis include Smart grid → is a → enhancement of the 20th century electrical grid and Smart grid → is a → electricity network that can cost efficiently integrate the behaviour and actions of all users connected to it. The table shows each extracted connection, where it came from and its confidence.

Subject	Predicate	Object	Confidence	Src
Smart grid	is a	enhancement of the 20th century electrical grid	0.90	text
Smart grid	is a	electricity network that can cost efficiently integrate the behaviour and actions of all users connected to it	0.90	text
Smart grid	is a	aggregate term for a set of related technologies on which a specification is generally agreed	0.90	text
Smart grid	is a	Italian system installed by Enel S.p.A. of Italy	0.90	text
solar power	instance of	The improved flexibility of the smart grid permits greater penetration of highly variable renewable energy sources	0.80	text
wind power	instance of	The improved flexibility of the smart grid permits greater penetration of highly variable renewable energy sources	0.80	text
even without the addition of energy storage	instance of	The improved flexibility of the smart grid permits greater penetration of highly variable renewable energy sources	0.80	text
the maintaining of 'heat banks' which served to 'smooth out' the daily demand	instance of	Dual tariffs made possible the use of low-cost night-time electrical power in applications	0.80	text
and reduce the number of turbines that needed to be turned off overnight	instance of	Dual tariffs made possible the use of low-cost night-time electrical power in applications	0.80	text
thereby improving the utilisation	instance of	Dual tariffs made possible the use of low-cost night-time electrical power in applications	0.80	text
profitability of the generation	instance of	Dual tariffs made possible the use of low-cost night-time electrical power in applications	0.80	text
transmission facilities	instance of	Dual tariffs made possible the use of low-cost night-time electrical power in applications	0.80	text

Related concept clusters Related term clusters

The concept neighborhoods around Smart grid bring nearby vocabulary together. In this analysis, examples include Smart, Meters and Energy. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

Smart grid
- Smart
- Meters
- Energy
- Technology
- Grids
- Power
- Security
- Systems
- Use
- Also
- Network
- Technologies
demand side management
- Response
- Load
- Use
- Electricity
- Generators
- Supply
- Devices
- Power
- Energy
- Used
- Storage
- Technologies
energy storage
- Grid
- Use
- Smart
- Storage
- Security
- Systems
- Electric
- Power
- Demand
- Technology
- Technologies
- Also
advanced metering infrastructure
- Metering
- Technologies
- Response
- Distribution
- Technology
- Used
- Systems
- Utility
- Electric
- Security
- Meters
- Smart
distribution boards
- Storage
- Electricity
- Electric
- Metering
- Infrastructure
- Utility
- Systems
- Response
- Power
- Technologies
- Energy
- Use
home control
- Systems
- Information
- Distribution
- Power
- System
- Grid
- Energy
- Response
- Devices
- Storage
- Technologies
- Electricity
demand response
- Response
- Load
- Use
- Electricity
- Utility
- Generators
- Supply
- Devices
- Power
- Energy
- Standards
- Used
load control switches
- Generators
- Systems
- Information
- Distribution
- Power
- System
- Grid
- Energy
- Response
- Devices
- Storage
- Technologies

Connections between topic areas Semantic bridges

For Smart grid, one of the stronger structural bridges in this analysis connects Smart grid with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3

Smart grid — Overview · splits 146 ⟂ 48

Smart grid — Deployments and attempted deployments · splits 164 ⟂ 30

Smart grid — Background · splits 168 ⟂ 26

Smart grid — Technology · splits 171 ⟂ 23

Smart grid — Research · splits 173 ⟂ 21

Smart grid — Guidelines, standards and user groups · splits 177 ⟂ 17

Smart grid — Oppositions and concerns · splits 182 ⟂ 12

Smart grid — Economics · splits 188 ⟂ 6

Smart grid — Features · splits 189 ⟂ 5

Smart grid — Bibliography · splits 191 ⟂ 3

Map overview Semantic statistics

Smart grid

Nodes194

Edges193

Triples266

Avg. degree1.99

Density0.010309

Components1

Source & methodology

TTTA analyzes the structure around Smart grid to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Technology, Standards, Applications & Research, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Smart grid · EN edition · Analysis: TopicsToTalkAbout

Smart grid: Technology, Standards, Applications & Research

Smart grid topic overview

What this topic covers Research coverage

Key facts & relationships

Start with your topic. Discover where to go next.

Questions to explore

Explore all related topics Closing gaps

Overview

Background

Features

Technology

Research

Economics

Oppositions and concerns

Other challenges to adoption

Deployments and attempted deployments

Guidelines, standards and user groups

Bibliography

For the semantics nerds

Advanced semantic analysis

How Smart grid connects Entity context

Smart grid

Top relations

Important terminology

Important terminology

Smart grid relationships Subject–Predicate–Object triples

Related concept clusters Related term clusters

Connections between topic areas Semantic bridges

Map overview Semantic statistics

Smart grid

Source & methodology