02 Electrification & Digital Technology

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41 Terms

1
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What is electrification & why is it one of the main building blocks to achieve the 1.5° target?

= technologies / processes that use fossil fuels are replaced with electrically-powered equivalents

  • more energy efficient

  • closer integration with other sectors

  • increase of renewables: decarbonization of existing technologies & processes

<p>= technologies / processes that use fossil fuels are replaced with electrically-powered equivalents</p><ul><li><p>more energy efficient</p></li><li><p>closer integration with other sectors</p></li><li><p>increase of renewables: decarbonization of existing technologies &amp; processes</p></li></ul><p></p>
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What is electricity?

electric energy

= total amount of work done / energy transferred by an electric circuit over a period of time

= cumulative resuls of power consumption over time

<p>electric energy </p><p>= total amount of work done / energy transferred by an electric circuit over a period of time</p><p>= cumulative resuls of power consumption over time</p>
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What are the 9 different forms of energy?

  1. motion

  2. gravitational

  3. electric

  4. nuclear

  5. chemical

  6. thermal

  7. mechanical

  8. readiant

  9. sound

<ol><li><p>motion</p></li><li><p>gravitational</p></li><li><p>electric</p></li><li><p>nuclear</p></li><li><p>chemical</p></li><li><p>thermal</p></li><li><p>mechanical</p></li><li><p>readiant</p></li><li><p>sound</p></li></ol><p></p>
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What is Electrical Power?

= work per time (physical quantity Power = P), electrical power if the work/energy consumed or supplied is electric energy

<p>= work per time (physical quantity Power = P), electrical power if the work/energy consumed or supplied is electric energy</p>
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Why must electricity supply and demand always be balanced in real time?

Power is time-dependent:
Supply must exactly match demand at every moment.

🟩 Example:
A 2 MW wind turbine can power:

  • 💡 100,000 LED bulbs (20 W each)

  • 💨 1,250 hairdryers (1,600 W each)

  • 🚅 ¼ of an ICE-3 train at 330 km/h (8,000 kW)

📌 If supply ≠ demand → grid instability

Balance = essential for reliable power systems

<p><span data-name="high_voltage" data-type="emoji">⚡</span> <strong>Power is time-dependent</strong>:<br>Supply must exactly match demand <strong>at every moment</strong>.</p><p><span data-name="green_square" data-type="emoji">🟩</span> Example:<br>A 2 MW wind turbine can power:</p><ul><li><p><span data-name="bulb" data-type="emoji">💡</span> 100,000 LED bulbs (20 W each)</p></li><li><p><span data-name="dash" data-type="emoji">💨</span> 1,250 hairdryers (1,600 W each)</p></li><li><p><span data-name="bullettrain_front" data-type="emoji">🚅</span> ¼ of an ICE-3 train at 330 km/h (8,000 kW)</p></li></ul><p><span data-name="pushpin" data-type="emoji">📌</span> If supply ≠ demand → grid instability</p><p><strong>Balance = essential for reliable power systems</strong></p>
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How can electrification help mitigate climate change?

all-electric society = vision of the future: all sectors digitalized, automated & electrified, interconnected & coupled

→ leads to decarbonization & decentralization

<p>all-electric society = vision of the future: all sectors digitalized, automated &amp; electrified, interconnected &amp; coupled<br><br>→ leads to decarbonization &amp; decentralization</p>
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What is sector coupling?

= concept of purposefully connecting & interacting of electricity sector with all other economic sectors to optimize the balancing of the electricity grid

<p>= concept of purposefully connecting &amp; interacting of electricity sector with all other economic sectors to optimize the balancing of the electricity grid</p>
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What are chances & challenges of electrification?

chances:

  • reduced fossil energy demand

  • higher efficiency

  • potential to reduce emissions

challenges:

  • zero-carbon electricity generation

  • growing electricity demand

  • capacity & flexibility of power grids

<p>chances:</p><ul><li><p>reduced fossil energy demand</p></li><li><p>higher efficiency</p></li><li><p>potential to reduce emissions</p></li></ul><p></p><p>challenges:</p><ul><li><p>zero-carbon electricity generation</p></li><li><p>growing electricity demand</p></li><li><p>capacity &amp; flexibility of power grids</p></li></ul><p></p>
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What share of electricity will come from renewables by 2050 under current policies?

🔋 Under today's policy setting, only ~70% of electricity will be renewable by 2050.

📉 Fossil fuel demand will peak before 2030, but remains significant:

  • 1975–2022: strong link between GDP & fossil fuel use

  • 2030: 650 million EVs & more heat pumps

  • 2050: Solar PV = top energy source, but fossil fuels still used

📌 Efficiency gains help, but policy ambition must rise to fully decarbonize.

<p><span data-name="battery" data-type="emoji">🔋</span> Under today's policy setting, <strong>only ~70%</strong> of electricity will be renewable by <strong>2050</strong>.</p><p><span data-name="chart_decreasing" data-type="emoji">📉</span> Fossil fuel demand will peak before 2030, but remains significant:</p><ul><li><p>1975–2022: strong link between GDP &amp; fossil fuel use</p></li><li><p>2030: 650 million EVs &amp; more heat pumps</p></li><li><p>2050: Solar PV = top energy source, but fossil fuels still used</p></li></ul><p><span data-name="pushpin" data-type="emoji">📌</span> Efficiency gains help, but <strong>policy ambition must rise</strong> to fully decarbonize.</p>
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What is the residual load?

= difference between total electricity demand & electricity supply fed in by fluctuating renewable energy sources

→ fluctuating supply from renewable energy sources creates surpluses & deficits in power grids

<p>= difference between total electricity demand &amp; electricity supply fed in by fluctuating renewable energy sources</p><p></p><p>→ fluctuating supply from renewable energy sources creates surpluses &amp; deficits in power grids</p>
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What is the energy policy trilemma?

environmental sustainability vs. energy security vs. energy equity & affordability

→ despite electrification energy supply should remain cheap, green, and securely available to all

<p>environmental sustainability vs. energy security vs. energy equity &amp; affordability</p><p>→ despite electrification energy supply should remain cheap, green, and securely available to all</p>
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Why is electricity flexibility essential, and what are its main types?

Flexibility balances fluctuating supply & demand in the power grid — critical with rising renewables.

5 Flexibility Types:

  1. Conventional supply-side

  2. Storage (e.g. batteries)

  3. Transmission (grid expansion)

  4. Demand-side (e.g. smart appliances)

  5. Intersectoral (sector coupling)

💡 Coordination needs digital tech & smart solutions

<p><span data-name="scales" data-type="emoji">⚖</span> <strong>Flexibility</strong> balances fluctuating supply &amp; demand in the power grid — critical with rising renewables.</p><p>5 Flexibility Types:</p><ol><li><p><strong>Conventional supply-side</strong></p></li><li><p><strong>Storage</strong> (e.g. batteries)</p></li><li><p><strong>Transmission</strong> (grid expansion)</p></li><li><p><strong>Demand-side</strong> (e.g. smart appliances)</p></li><li><p><strong>Intersectoral</strong> (sector coupling)</p></li></ol><p><span data-name="bulb" data-type="emoji">💡</span> Coordination needs <strong>digital tech &amp; smart solutions</strong></p>
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What are smart solutions? What is smart?

= the application of information systems to model, control, and improve sustainable approaches

<p>= the application of information systems to model, control, and improve sustainable approaches</p>
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What are Green Information Systems (Green IS)?

Green IS = IS-enabled organizational practices and processes that improve environmental an economic performance

→ focuses on the use of information systems by individuals, organizations, and societies to support especially environmentally sustainable practices

<p>Green IS = IS-enabled organizational practices and processes that improve environmental an economic performance</p><p>→ focuses on the use of information systems by individuals, organizations, and societies to support especially environmentally sustainable practices</p>
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What is Green Information Technology (Green IT)?

Green IT addresses energy consumption & waste associated with the use of hardware that tends to have a direct impact on the environment

→ focuses on the reduction of the environmental impact of using information technology (e.g. hardware, infrastructure)

<p>Green IT addresses energy consumption &amp; waste associated with the use of hardware that tends to have a direct impact on the environment</p><p>→ focuses on the reduction of the environmental impact of using information technology (e.g. hardware, infrastructure)</p>
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What is Digitization?

= converting analog information into a digital form so that computers can store, process, and transmit such information

<p>= converting analog information into a digital form so that computers can store, process, and transmit such information</p>
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What is Digitalization?

= sociotechnical phenomena & processes of adopting & using digital technologies in broader individual, organizational, and societal contexts

<p>= sociotechnical phenomena &amp; processes of adopting &amp; using digital technologies in broader individual, organizational, and societal contexts</p>
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What is Digital Transformation?

= significant changes to organizations and businesses triggered by the implementation of digital technologies

<p>= significant changes to organizations and businesses triggered by the implementation of digital technologies</p>
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What characterizes digital technologies in today’s dynamic environment?

📈 Digital technologies have short life cycles and evolve rapidly.

They include:

  • 🔄 Emerging tech: IoT, Blockchain, AI, etc.

  • 🌐 Established tech: Cloud computing, social media

🌀 Illustrated by the Hype Cycle:
From Innovation TriggerPeak of Inflated ExpectationsTrough of DisillusionmentSlope of EnlightenmentProductivity

Rapid change demands adaptability and ongoing innovation.

<p><span data-name="chart_increasing" data-type="emoji">📈</span> Digital technologies have <strong>short life cycles</strong> and evolve rapidly.</p><p>They include:</p><ul><li><p><span data-name="arrows_counterclockwise" data-type="emoji">🔄</span> <strong>Emerging tech</strong>: IoT, Blockchain, AI, etc.</p></li><li><p><span data-name="globe_with_meridians" data-type="emoji">🌐</span> <strong>Established tech</strong>: Cloud computing, social media</p></li></ul><p><span data-name="cyclone" data-type="emoji">🌀</span> Illustrated by the <strong>Hype Cycle</strong>:<br>From <strong>Innovation Trigger</strong> → <strong>Peak of Inflated Expectations</strong> → <strong>Trough of Disillusionment</strong> → <strong>Slope of Enlightenment</strong> → <strong>Productivity</strong></p><p><span data-name="warning" data-type="emoji">⚠</span> Rapid change demands <strong>adaptability and ongoing innovation</strong>.</p>
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How is the adoption of digital technologies reshaping business models?

  • leads to change in business models

  • provides new revenues & value-producing opportunities

  • process of moving to a digital business

<ul><li><p>leads to change in business models</p></li><li><p>provides new revenues &amp; value-producing opportunities</p></li><li><p>process of moving to a digital business</p></li></ul><p></p>
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How do digital technologies enable a transformation towards a real-time energy economy and all-electric society?

💡 In a real-time energy economy, digital tech enables:

  • 🔁 Millions of devices to interact & transact in real time

  • 📊 Smart decisions on consumption & generation

  • 🔧 Better use of existing resources

  • 📈 Investment signals for grid & generation

The digital transformation of energy is key for fast and deep decarbonization.

<p><span data-name="bulb" data-type="emoji">💡</span> In a real-time energy economy, digital tech enables:</p><ul><li><p><span data-name="repeat" data-type="emoji">🔁</span> Millions of devices to interact &amp; transact in real time</p></li><li><p><span data-name="bar_chart" data-type="emoji">📊</span> Smart decisions on consumption &amp; generation</p></li><li><p><span data-name="wrench" data-type="emoji">🔧</span> Better use of existing resources</p></li><li><p><span data-name="chart_increasing" data-type="emoji">📈</span> Investment signals for grid &amp; generation</p></li></ul><p><span data-name="check_mark_button" data-type="emoji">✅</span> The <strong>digital transformation of energy</strong> is key for fast and deep <strong>decarbonization</strong>.</p>
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What is the Internet of Things (IoT)?

= networking everyday physical objects - equipped with sensors, actuators and computing logic - with the internet

→ enables new interactions between things, companies & individuals

<p>= networking everyday physical objects - equipped with sensors, actuators and computing logic - with the internet</p><p>→ enables new interactions between things, companies &amp; individuals</p>
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What are the 4 layers of the IoT architecture?

  1. contents layer

  2. service layer

  3. network layer

  4. device layer

<ol><li><p>contents layer</p></li><li><p>service layer</p></li><li><p>network layer</p></li><li><p>device layer</p></li></ol><p></p>
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What is Artificial Intelligence and what are the different levels of AI?

= intelligent use of data and self-learning algorithms that mimic & simulate human behavior, decision-making and interactions. AI is therefore a toolbox of applications that were previously mostly performed by humans and not machines (e.g. specific predictions, decision-making, automation, optimization and solving complex tasks).

levels of AI:

  1. weak AI

  2. strong AI

  3. Artificial Superintelligence

<p>= intelligent use of data and self-learning algorithms that mimic &amp; simulate human behavior, decision-making and interactions. AI is therefore a toolbox of applications that were previously mostly performed by humans and not machines (e.g. specific predictions, decision-making, automation, optimization and solving complex tasks).</p><p></p><p>levels of AI:</p><ol><li><p>weak AI</p></li><li><p>strong AI</p></li><li><p>Artificial Superintelligence</p></li></ol><p></p>
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On which type of algorithms is AI based?

  • supervised learning = learning the mapping from input to output

  • unsupervised learning = recognizing previously unknown patterns in data

<ul><li><p>supervised learning = learning the mapping from input to output</p></li><li><p>unsupervised learning = recognizing previously unknown patterns in data</p></li></ul><p></p>
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What is a data platform?

A platform is a set of elements (e.g., components, processes, and interfaces)

with a uniform architecture serving an organization as the basis for products and services for different customers.

<p>A platform is a set of elements (e.g., components, processes, and interfaces)</p><p>with a uniform architecture serving an organization as the basis for products and services for different customers.</p>
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What is a data space?

A data space is a coordinated set of (i) technical standards, (ii) organizational

policies, and (iii) core services under a (iv) specified governance model to enable data exchange between its participants.

<p>A data space is a coordinated set of (i) technical standards, (ii) organizational</p><p>policies, and (iii) core services under a (iv) specified governance model to enable data exchange between its participants.</p>
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What is a data ecosystem?

A data ecosystem is the alignment structure of the multilateral set of partners that need to interact in order for a focal value proposition to materialize.

<p>A data ecosystem is the alignment structure of the multilateral set of partners that need to interact in order for a focal value proposition to materialize.</p>
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What is blockchain & how does it work?

🔗 Blockchain = a secure, distributed digital ledger that stores transactions transparently, chronologically, and immutably.

📌 Key features:

  • Distributed ledger

  • New blocks added regularly

  • 🤝 Consensus mechanism

  • 🔁 Reference to previous blocks

  • 🕒 Permanent timestamp

🔐 Cryptography ensures data can’t be altered in retrospect.
Public/private keys allow secure access.

💬 “It’s everything you don’t understand about money combined with everything you don’t understand about computers.” – John Oliver

<p><span data-name="link" data-type="emoji">🔗</span> <strong>Blockchain</strong> = a secure, distributed digital ledger that stores transactions transparently, chronologically, and immutably.</p><p><span data-name="pushpin" data-type="emoji">📌</span> Key features:</p><ul><li><p><span data-name="check_mark_button" data-type="emoji">✅</span> Distributed ledger</p></li><li><p><span data-name="plus" data-type="emoji">➕</span> New blocks added regularly</p></li><li><p><span data-name="handshake" data-type="emoji">🤝</span> Consensus mechanism</p></li><li><p><span data-name="repeat" data-type="emoji">🔁</span> Reference to previous blocks</p></li><li><p><span data-name="clock3" data-type="emoji">🕒</span> Permanent timestamp</p></li></ul><p><span data-name="closed_lock_with_key" data-type="emoji">🔐</span> Cryptography ensures data <strong>can’t be altered</strong> in retrospect.<br>Public/private keys allow secure access.</p><p><span data-name="speech_balloon" data-type="emoji">💬</span> <em>“It’s everything you don’t understand about money combined with everything you don’t understand about computers.”</em> – John Oliver</p>
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What is a digital identity and why is it important for the internet?

🆔 A digital identity is the online equivalent of a person’s or object’s identifiable presence — used to verify and authenticate access.

📌 Problem:
The Internet was built without a native identity layer, leading to:

  • Fragmented identity solutions (“identity one-offs”)

  • Privacy risks (e.g., IoT devices)

💡 Quote:
“The internet was built without an identity layer.” – Sovrin Foundation (2018)
🧠 On the Internet, even a fridge or a dog may stay anonymous.

<p><span data-name="id" data-type="emoji">🆔</span> A <strong>digital identity</strong> is the online equivalent of a person’s or object’s identifiable presence — used to verify and authenticate access.</p><p><span data-name="pushpin" data-type="emoji">📌</span> Problem:<br>The Internet was <strong>built without a native identity layer</strong>, leading to:</p><ul><li><p>Fragmented identity solutions (“identity one-offs”)</p></li><li><p>Privacy risks (e.g., IoT devices)</p></li></ul><p><span data-name="bulb" data-type="emoji">💡</span> Quote:<br><em>“The internet was built without an identity layer.”</em> – Sovrin Foundation (2018)<br><span data-name="brain" data-type="emoji">🧠</span> On the Internet, even a fridge or a dog may stay anonymous.</p>
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What are partial identities, and why are they important in the digital world?

🧩 An identity = a collection of partial identities across different domains:

  • 👩 Government: birthday, income, tax category

  • 🏥 Health: blood type, insurance

  • 💼 Work: training certificates

💡 These identities may overlap (e.g., name, address) and exist in:

  • Physical systems (paper, ID cards)

  • Digital systems (databases, apps)

Challenge: Transfer & integrate identities from physical to digital systems securely.

<p><span data-name="jigsaw" data-type="emoji">🧩</span> <strong>An identity = a collection of partial identities</strong> across different domains:</p><ul><li><p><span data-name="woman" data-type="emoji">👩</span> Government: birthday, income, tax category</p></li><li><p><span data-name="hospital" data-type="emoji">🏥</span> Health: blood type, insurance</p></li><li><p><span data-name="briefcase" data-type="emoji">💼</span> Work: training certificates</p></li></ul><p><span data-name="bulb" data-type="emoji">💡</span> These identities may <strong>overlap</strong> (e.g., name, address) and exist in:</p><ul><li><p>Physical systems (paper, ID cards)</p></li><li><p>Digital systems (databases, apps)</p></li></ul><p><span data-name="warning" data-type="emoji">⚠</span> <strong>Challenge:</strong> Transfer &amp; integrate identities from physical to digital systems securely.</p>
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What are the different concepts on how to manage an identity?

  1. isolated

  2. federated

  3. self-sovereign

<ol><li><p>isolated</p></li><li><p>federated</p></li><li><p>self-sovereign</p></li></ol><p></p>
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What is a Self-Sovereign Identity (SSI)?

🔐 Self-Sovereign Identity (SSI) = A user-centric identity model
▸ One identity for all services
▸ User fully controls their own data
▸ Verifiable & trustable digital credentials

SSI enables secure, privacy-friendly, and interoperable identity management.

<p><span data-name="closed_lock_with_key" data-type="emoji">🔐</span> <strong>Self-Sovereign Identity (SSI)</strong> = A user-centric identity model<br>▸ One identity for all services<br>▸ User fully controls their own data<br>▸ Verifiable &amp; trustable digital credentials</p><p><span data-name="check_mark_button" data-type="emoji">✅</span> SSI enables secure, privacy-friendly, and <strong>interoperable</strong> identity management.</p>
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What is Cloud Computing?

Cloud Computing
= Remote computation via networked data centers.

  • Computation happens in centralized cloud servers

  • Offers scalable resources like storage, services, and processing

  • Used in applications needing large computing power, but higher latency

<p><span data-name="cloud" data-type="emoji">☁</span> <strong>Cloud Computing</strong><br>= Remote computation via networked data centers.</p><ul><li><p>Computation happens in <strong>centralized cloud servers</strong></p></li><li><p>Offers scalable resources like storage, services, and processing</p></li><li><p>Used in applications needing large computing power, but higher latency</p></li></ul><p></p>
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What is Edge Computing?

📶 Edge Computing
= Computation happens close to the data source, like sensors or devices.

  • Reduces latency and network load

  • Enables faster, localized responses

  • Ideal for IoT, smart vehicles, and real-time systems

<p><span data-name="antenna_bars" data-type="emoji">📶</span> <strong>Edge Computing</strong><br>= Computation happens <strong>close to the data source</strong>, like sensors or devices.</p><ul><li><p>Reduces latency and network load</p></li><li><p>Enables faster, localized responses</p></li><li><p>Ideal for IoT, smart vehicles, and real-time systems</p></li></ul><p></p>
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On which aspects does the success of digital transformation depend?

  • technology

  • societal aspects

  • regulatory aspects

<ul><li><p>technology</p></li><li><p>societal aspects</p></li><li><p>regulatory aspects</p></li></ul><p></p>
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What are challenges of digital transformation?

  • social acceptance (trust issues, privacy concerns)

  • legislative uncertainty

  • problem with interoperability (lack of industry standardzation)

  • cybersecurity

<ul><li><p>social acceptance (trust issues, privacy concerns)</p></li><li><p>legislative uncertainty</p></li><li><p>problem with interoperability (lack of industry standardzation)</p></li><li><p>cybersecurity</p></li></ul><p></p>
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What is an all-electric society?

The all-electric society is a vision of the future where all economic sectors are digitalized, automated, and electrified. On this basis, all sectors can be interconnected and coupled with each other

<p>The all-electric society is a vision of the future where all economic sectors are digitalized, automated, and electrified. On this basis, all sectors can be interconnected and coupled with each other</p>
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What challenges come together with electrification?

Electrification with the objective of decarbonization requires zero- or at least low-carbon electricity generation while simultaneously accounting for an increasing electricity demand. Further, the capacity and flexibility of the transmission grid must be adjusted to enable electrification.

<p>Electrification with the objective of decarbonization requires zero- or at least low-carbon electricity generation while simultaneously accounting for an increasing electricity demand. Further, the capacity and flexibility of the transmission grid must be adjusted to enable electrification.</p>
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How can we balance the electricity grid?

We can refer to multiple kinds of flexibility to balance supply and demand in the electricity grid with an increasing share of renewables: Conventional supply-side flexibility, storage flexibility, transmission flexibility, demand-side flexibility, and inter-sectoral flexibility.

<p>We can refer to multiple kinds of flexibility to balance supply and demand in the electricity grid with an increasing share of renewables: Conventional supply-side flexibility, storage flexibility, transmission flexibility, demand-side flexibility, and inter-sectoral flexibility.</p>
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What role do digital technologies have in an all-electric society?

Digital technologies enable a transformation towards a real-time energy economy and all-electric society by connecting an increasing number of devices to the grid and optimize their consumption (or provision) of electricity.

<p>Digital technologies enable a transformation towards a real-time energy economy and all-electric society by connecting an increasing number of devices to the grid and optimize their consumption (or provision) of electricity.</p>