SlideShare une entreprise Scribd logo
1  sur  26
Télécharger pour lire hors ligne
Smart Energy
Kenny Huang, Ph.D. 黃勝雄博士
Executive Council Member, APNIC
Member, Board of Directors, Mind Extension
huangksh@gmail.com
Smart Grid History
2
 Begins with the 2003 Northeast
Blackout
 Concept expanded with the
2007 Energy Independence and
Security Act
Source : complex.com, 2012
Energy Independence and Security Act 2007
 Title I: Energy Security through improved vehicle fuel economy
 Title II: Energy Security through increased production of Biofuels
 Title XI: Energy Transportation and infrastructure
 Title XII: Small Business Energy Programs
 Title XIII: Smart Grid
Traditional Electric Utilities
3
 Energy flows one way to customers
 Simple interactions and little information flows
Source : boundless (n.d.)
Electric Utilities with Smart Grid
4
Solar power
Wind power
Power
storage
Smart building
Smart house
Control centre
Hospital
Source : Dr. Kenny Huang
Energy Demand and Price
5
Source : Energy Information Administration, 2012
US: Energy brokers can serve residential, commercial and government entities that reside in
energy deregulated states.
UK: The entire market is deregulated.
Wind Energy in Denmark
6
2008 2020
Source : ECO-Grid EU – Developing the Prototype of the European Smart Grid, 2011
How Do We Store Energy
7
US (MW) Worldwide (MW)
PSH : pumped-storage hydroelectricity 23,000 110,000
CAES : Compressed air energy storage 110 477
Batteries 40 300
Others 5 10
Source : Dr. Ali Nourai; Energy Storage Association (n.d.)
Source : Wikipedia (n.d.)
US Refrigerator Energy Use
8
Source : The Art of Energy Efficiency: Annual Review of Energy and the Environment. 1999
US Electricity Saving in Use of Energy-Saving Refrigerators
9
Source : The Art of Energy Efficiency: Annual Review of Energy and the Environment. 1999
Smart Lighting
10
Lighting accounts for 30% energy use in US office building
Source : Advanced Power & Energy, UC Irvine, 2007
 Potential for lighting management
 Energy savings
 Up to 25-60% potential savings with energy efficient lighting
management technologies
 Personal lighting preference and satisfaction
 Lighting satisfaction correlated to productivity
 Diverse among individuals
CO2 Emissions Goals
11
Source : https://scripps.ucsd.edu/programs/keelingcurve/,
Dec 22 2015
Paris 2015 Talks
Source : dailymail.co.uk, Dec 28 2015
Goal of Global carbon dioxide emissions:
Preventing temperatures rising by more than 2C above pre-industrial levels.
CO2 Emissions Effort
12
Global carbon dioxide emissions have fallen by 3% in 2014 and 2015
Source : dailymail.co.uk, Dec 28 2015
Increase Regulation
13
Source : eia.gov
EPA’s Clean Power Plan
 Mandates states to reduce emissions from power generation
 Will accelerate retirement of dirty generation assets, especially coal
 EIA projects 90 GW of coal retirements from 2014-2040 in US
 Generation must be made up by renewables
Renewables Are Affordable
14
Source: International Technology
Roadmap for Photovoltaic 2015 Report
Source : Rameznaam.com
Microgrids Opportunities
15
 Microgrids provide multiple
benefits
 Resiliency
 Emergency refuge
 Energy cost reductions
 Reduced environmental impacts
 States are increasingly pushing
microgrid development
 Led by NY, NJ, MA, IL, CA and
others
 Huge opportunities for novel
strategies to take advance state’s
goalsNY Prize First Stage Winners
Source : districtenergy.org
IoT Technologies for Smart Grids
• Pros:
– IoT grids allow energy distribution to be managed in real
time based on immediate data rather than historic
patterns of energy use (Predictive Maintenance)
– IoT grids and smart meters open the door to energy
services and payment tariffs that could dramatically reduce
business energy costs
– Remote/scheduled control electric appliances utilize the
value of automation.
– Consumption data provide great insight
• Cons:
– Market re-structure make technological change difficult
– smart grids/devices could lead to more security breaches
in the future
16
Automation Example: ZigBee Systems Architecture
17
Source : ZigBee, 2011
Smart Meter Integration
18
Source : Fujitsu,2015
Regional Breakdown of Smart Meter Installed Base
19
Source : Pike Research, BI Intelligence, 2015
20
Source : Metering & Smart Energy International, 2015
Taiwan Power Grids and Sources of Energy
21
Source : Taiwan Power Company, 2015
TPC Advanced Metering Infrastructure Project
22
Existing mechanical meter units : 12 Million Units
Power Consumption Data
23
Source : AGL Energy, 2015
Data Interval : 48 consumption values per day => data rate < 0.6 bps
Account Number
NMI
Device Number
Device Type
Register Code
Rate Type Description
Start Date
End Date
Profile Read Value
Register Read Value
Quality Flag
4
12
6
10
8
10
8
12
4
1
1
attribute length
Total length=76 bytes/interval
reserved payload
up to 1000 bits
Smart Meter Data Traffic Scenario
24
Smart Meter
Penetration
Smart Meter
Installed Units
Total Data Traffic % of TW Mobile
*20% 2,400,000 1.44Mbps *7.9%
40% 4,800,000 2.88Mbps 15.8%
60% 7,200,000 4.32Mbps 23.7%
80% 9,600,000 5.76Mbps 31.6%
100% 12,000,000 7.2Mbps 39.5%
 Large scale of smart meter network delivers tiny data traffic. Can the upfront
cost of an IoT network be justified by the value of data delivery?
 DECC puts the cost per household of installing smart meters at £214.50.
British Gas saving per household stands at just £26 per year.(Telegraph, Nov 5 2015)
 The architecture of smart meter infrastructure remains ambiguous. Such as
quality of service; demarcation point; ownership of recurring cost.., etc.
 Smart meter data traffic has no impact on mobile operator’s network, but the
installed base will consume a considerable amount of resources of SGW.
 No incentive to the monopolistic electricity supplier.
*most likely scenarioSource : Dr. Kenny Huang
Causal Analysis : Thinking Out of The Box
25
Monopoly Electricity
Market
*Deregulation
Legislative Requirements
Competition and
Innovations
Renewable Energy and
Smart Infrastructure
Monopoly Electricity
Market
Renewable Energy and
Smart Infrastructure
Monopoly market hasn’t
been evolved by itself
26

Contenu connexe

Tendances

Advanced Metering Infrastructure Standards and protocol
Advanced Metering Infrastructure Standards and protocolAdvanced Metering Infrastructure Standards and protocol
Advanced Metering Infrastructure Standards and protocolEklavya Sharma
 
Smart Grid Technology
Smart Grid TechnologySmart Grid Technology
Smart Grid TechnologyAditya Jalan
 
Smart grid ppt seminar topic
Smart grid ppt seminar topic Smart grid ppt seminar topic
Smart grid ppt seminar topic ramesh kumawat
 
SMART GRID TECHNOLOGY
SMART GRID TECHNOLOGYSMART GRID TECHNOLOGY
SMART GRID TECHNOLOGYRanjan kumar
 
SMART METER ppt
SMART METER pptSMART METER ppt
SMART METER pptAyush Jain
 
Presentation of smart meter
Presentation of smart meterPresentation of smart meter
Presentation of smart meterعلي عذيب
 
Intelligent Substation & its applications
Intelligent Substation & its applicationsIntelligent Substation & its applications
Intelligent Substation & its applicationsGowtham MG
 
Smart grid the future grid
Smart grid the future gridSmart grid the future grid
Smart grid the future gridsubhankar Dash
 
Iot based energy management system
Iot based energy management systemIot based energy management system
Iot based energy management systemTalha Mughal
 
Grid-connected PV system
Grid-connected PV systemGrid-connected PV system
Grid-connected PV systemRamesh Adhikari
 
Distributed generation b 3
Distributed generation b 3Distributed generation b 3
Distributed generation b 3Naresh Thakur
 
Artificial intelligence in power system
Artificial intelligence in power systemArtificial intelligence in power system
Artificial intelligence in power systemBittu Goswami
 
Microgrid Presentation
Microgrid PresentationMicrogrid Presentation
Microgrid PresentationShahab Khan
 
smart grid seminar report
smart grid seminar reportsmart grid seminar report
smart grid seminar reportramesh kumawat
 

Tendances (20)

Advanced Metering Infrastructure Standards and protocol
Advanced Metering Infrastructure Standards and protocolAdvanced Metering Infrastructure Standards and protocol
Advanced Metering Infrastructure Standards and protocol
 
Smartgrid
SmartgridSmartgrid
Smartgrid
 
Smart Grid Technology
Smart Grid TechnologySmart Grid Technology
Smart Grid Technology
 
Smart grid ppt seminar topic
Smart grid ppt seminar topic Smart grid ppt seminar topic
Smart grid ppt seminar topic
 
SMART GRID TECHNOLOGY
SMART GRID TECHNOLOGYSMART GRID TECHNOLOGY
SMART GRID TECHNOLOGY
 
Smart grid ppt
Smart grid pptSmart grid ppt
Smart grid ppt
 
Smart Meters
Smart MetersSmart Meters
Smart Meters
 
SMART METER ppt
SMART METER pptSMART METER ppt
SMART METER ppt
 
Presentation of smart meter
Presentation of smart meterPresentation of smart meter
Presentation of smart meter
 
Intelligent Substation & its applications
Intelligent Substation & its applicationsIntelligent Substation & its applications
Intelligent Substation & its applications
 
Smart grid the future grid
Smart grid the future gridSmart grid the future grid
Smart grid the future grid
 
Iot based energy management system
Iot based energy management systemIot based energy management system
Iot based energy management system
 
Smart grid
Smart gridSmart grid
Smart grid
 
Grid-connected PV system
Grid-connected PV systemGrid-connected PV system
Grid-connected PV system
 
Distributed generation b 3
Distributed generation b 3Distributed generation b 3
Distributed generation b 3
 
Artificial intelligence in power system
Artificial intelligence in power systemArtificial intelligence in power system
Artificial intelligence in power system
 
Microgrid Presentation
Microgrid PresentationMicrogrid Presentation
Microgrid Presentation
 
Smart grid
Smart  gridSmart  grid
Smart grid
 
smart grid seminar report
smart grid seminar reportsmart grid seminar report
smart grid seminar report
 
smart grid:the future grid
smart grid:the future gridsmart grid:the future grid
smart grid:the future grid
 

En vedette

談已發展與發展中國家數位落差
談已發展與發展中國家數位落差談已發展與發展中國家數位落差
談已發展與發展中國家數位落差Kenny Huang Ph.D.
 
Smart Vehicle and Data Service Provisioning
Smart Vehicle and Data Service ProvisioningSmart Vehicle and Data Service Provisioning
Smart Vehicle and Data Service ProvisioningKenny Huang Ph.D.
 
Smart Grid vijay SGF-19042014 vijay Presentation
Smart Grid vijay SGF-19042014 vijay PresentationSmart Grid vijay SGF-19042014 vijay Presentation
Smart Grid vijay SGF-19042014 vijay PresentationVijay Menghani
 
IoT Security and Privacy Considerations
IoT Security and Privacy ConsiderationsIoT Security and Privacy Considerations
IoT Security and Privacy ConsiderationsKenny Huang Ph.D.
 
Cybersecurity and Internet Governance
Cybersecurity and Internet GovernanceCybersecurity and Internet Governance
Cybersecurity and Internet GovernanceKenny Huang Ph.D.
 
Taiwan gTLD Policy and Regulation
Taiwan gTLD Policy and RegulationTaiwan gTLD Policy and Regulation
Taiwan gTLD Policy and RegulationKenny Huang Ph.D.
 
Taiwan Network Environment Analysis
Taiwan Network Environment AnalysisTaiwan Network Environment Analysis
Taiwan Network Environment AnalysisKenny Huang Ph.D.
 
Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...
Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...
Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...Kenny Huang Ph.D.
 
Domain Name Market Evaluation and Policy Development
Domain Name Market Evaluation and Policy DevelopmentDomain Name Market Evaluation and Policy Development
Domain Name Market Evaluation and Policy DevelopmentKenny Huang Ph.D.
 
Cloud Computing Business Models Review
Cloud Computing Business Models ReviewCloud Computing Business Models Review
Cloud Computing Business Models ReviewKenny Huang Ph.D.
 
物聯網與工業4.0情境分析
物聯網與工業4.0情境分析物聯網與工業4.0情境分析
物聯網與工業4.0情境分析Kenny Huang Ph.D.
 
The many faces of IoT (Internet of Things) in Healthcare
The many faces of IoT (Internet of Things) in HealthcareThe many faces of IoT (Internet of Things) in Healthcare
The many faces of IoT (Internet of Things) in HealthcareStocker Partnership
 

En vedette (16)

談已發展與發展中國家數位落差
談已發展與發展中國家數位落差談已發展與發展中國家數位落差
談已發展與發展中國家數位落差
 
網路中立性簡介
網路中立性簡介網路中立性簡介
網路中立性簡介
 
Spectrum Policy
Spectrum PolicySpectrum Policy
Spectrum Policy
 
Smart Vehicle and Data Service Provisioning
Smart Vehicle and Data Service ProvisioningSmart Vehicle and Data Service Provisioning
Smart Vehicle and Data Service Provisioning
 
Smart Grid vijay SGF-19042014 vijay Presentation
Smart Grid vijay SGF-19042014 vijay PresentationSmart Grid vijay SGF-19042014 vijay Presentation
Smart Grid vijay SGF-19042014 vijay Presentation
 
IoT Security and Privacy Considerations
IoT Security and Privacy ConsiderationsIoT Security and Privacy Considerations
IoT Security and Privacy Considerations
 
Cybersecurity and Internet Governance
Cybersecurity and Internet GovernanceCybersecurity and Internet Governance
Cybersecurity and Internet Governance
 
Taiwan gTLD Policy and Regulation
Taiwan gTLD Policy and RegulationTaiwan gTLD Policy and Regulation
Taiwan gTLD Policy and Regulation
 
Taiwan Network Environment Analysis
Taiwan Network Environment AnalysisTaiwan Network Environment Analysis
Taiwan Network Environment Analysis
 
Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...
Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...
Democracy 3.0 Experiences From Taiwan; Internet Empowerment in Taiwan Sunflow...
 
Domain Name Market Evaluation and Policy Development
Domain Name Market Evaluation and Policy DevelopmentDomain Name Market Evaluation and Policy Development
Domain Name Market Evaluation and Policy Development
 
Cloud Computing Business Models Review
Cloud Computing Business Models ReviewCloud Computing Business Models Review
Cloud Computing Business Models Review
 
物聯網與工業4.0情境分析
物聯網與工業4.0情境分析物聯網與工業4.0情境分析
物聯網與工業4.0情境分析
 
Smart Energy Systems of Future
Smart Energy Systems of FutureSmart Energy Systems of Future
Smart Energy Systems of Future
 
The many faces of IoT (Internet of Things) in Healthcare
The many faces of IoT (Internet of Things) in HealthcareThe many faces of IoT (Internet of Things) in Healthcare
The many faces of IoT (Internet of Things) in Healthcare
 
Internet of Things presentation
Internet of Things presentationInternet of Things presentation
Internet of Things presentation
 

Similaire à Smart Energy: SEO-Optimized Title for Smart Energy Document

ML Chan's Presentation
ML Chan's PresentationML Chan's Presentation
ML Chan's PresentationChinaenviro
 
Investigations into the lifetime of gas meter batteries in the Netherlands
Investigations into the lifetime of gas meter batteries in the NetherlandsInvestigations into the lifetime of gas meter batteries in the Netherlands
Investigations into the lifetime of gas meter batteries in the NetherlandsMachiel Joosse
 
Boston Optical Fiber East May 10
Boston Optical Fiber East   May 10Boston Optical Fiber East   May 10
Boston Optical Fiber East May 10Bill St. Arnaud
 
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityThe Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityPenn Institute for Urban Research
 
Digital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained WorldDigital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained WorldLarry Smarr
 
Smart Grid Overview
Smart Grid OverviewSmart Grid Overview
Smart Grid OverviewchandyGhosh
 
Smart Grid - Concept to Reality 21.09.22.pptx
Smart Grid - Concept to Reality  21.09.22.pptxSmart Grid - Concept to Reality  21.09.22.pptx
Smart Grid - Concept to Reality 21.09.22.pptxshivarajCSRaj
 
IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...
IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...
IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...IES VE
 
JISC Green IT parallel session April 10
JISC  Green IT parallel session April 10JISC  Green IT parallel session April 10
JISC Green IT parallel session April 10Bill St. Arnaud
 
Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5Matthew Futch
 
ICT4S keynote Frits Verheij
ICT4S keynote Frits VerheijICT4S keynote Frits Verheij
ICT4S keynote Frits VerheijSURFsara
 
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...apidays
 
SSE Enterprise_KiWi_DSR_Sales_ppt
SSE Enterprise_KiWi_DSR_Sales_pptSSE Enterprise_KiWi_DSR_Sales_ppt
SSE Enterprise_KiWi_DSR_Sales_pptWayne Hall
 
Day-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentationDay-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentationIPPAI
 
Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy
Limiting Global Climatic Disruption by Revolutionary Change in the Global EnergyLimiting Global Climatic Disruption by Revolutionary Change in the Global Energy
Limiting Global Climatic Disruption by Revolutionary Change in the Global EnergyLarry Smarr
 
The Development of Real-Time Energy Consumption Monitoring using IoT
The Development of Real-Time Energy Consumption Monitoring using IoTThe Development of Real-Time Energy Consumption Monitoring using IoT
The Development of Real-Time Energy Consumption Monitoring using IoTaciijournal
 

Similaire à Smart Energy: SEO-Optimized Title for Smart Energy Document (20)

ML Chan's Presentation
ML Chan's PresentationML Chan's Presentation
ML Chan's Presentation
 
Investigations into the lifetime of gas meter batteries in the Netherlands
Investigations into the lifetime of gas meter batteries in the NetherlandsInvestigations into the lifetime of gas meter batteries in the Netherlands
Investigations into the lifetime of gas meter batteries in the Netherlands
 
Boston Optical Fiber East May 10
Boston Optical Fiber East   May 10Boston Optical Fiber East   May 10
Boston Optical Fiber East May 10
 
Uk approach – Matching demand to inflexible generation
Uk approach – Matching demand to inflexible generationUk approach – Matching demand to inflexible generation
Uk approach – Matching demand to inflexible generation
 
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityThe Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
 
Digital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained WorldDigital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained World
 
Webinar: Digitalization & Energy
Webinar:  Digitalization & EnergyWebinar:  Digitalization & Energy
Webinar: Digitalization & Energy
 
OCRI Cleantech
OCRI CleantechOCRI Cleantech
OCRI Cleantech
 
Smart Grid Overview
Smart Grid OverviewSmart Grid Overview
Smart Grid Overview
 
Smart Grid - Concept to Reality 21.09.22.pptx
Smart Grid - Concept to Reality  21.09.22.pptxSmart Grid - Concept to Reality  21.09.22.pptx
Smart Grid - Concept to Reality 21.09.22.pptx
 
IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...
IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...
IES Faculty: Digital Twins – the latest buzz word! But what does it mean for ...
 
JISC Green IT parallel session April 10
JISC  Green IT parallel session April 10JISC  Green IT parallel session April 10
JISC Green IT parallel session April 10
 
Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5
 
ICT4S keynote Frits Verheij
ICT4S keynote Frits VerheijICT4S keynote Frits Verheij
ICT4S keynote Frits Verheij
 
Smart City Benchmark
Smart City BenchmarkSmart City Benchmark
Smart City Benchmark
 
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
 
SSE Enterprise_KiWi_DSR_Sales_ppt
SSE Enterprise_KiWi_DSR_Sales_pptSSE Enterprise_KiWi_DSR_Sales_ppt
SSE Enterprise_KiWi_DSR_Sales_ppt
 
Day-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentationDay-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentation
 
Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy
Limiting Global Climatic Disruption by Revolutionary Change in the Global EnergyLimiting Global Climatic Disruption by Revolutionary Change in the Global Energy
Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy
 
The Development of Real-Time Energy Consumption Monitoring using IoT
The Development of Real-Time Energy Consumption Monitoring using IoTThe Development of Real-Time Energy Consumption Monitoring using IoT
The Development of Real-Time Energy Consumption Monitoring using IoT
 

Plus de Kenny Huang Ph.D.

Taiwan Internet Intermediaries and Cyber Norms
Taiwan Internet Intermediaries and Cyber NormsTaiwan Internet Intermediaries and Cyber Norms
Taiwan Internet Intermediaries and Cyber NormsKenny Huang Ph.D.
 
Internet Governance Model in Taiwan
Internet Governance Model in TaiwanInternet Governance Model in Taiwan
Internet Governance Model in TaiwanKenny Huang Ph.D.
 
Cyberspace and Digital Diplomacy
Cyberspace and Digital DiplomacyCyberspace and Digital Diplomacy
Cyberspace and Digital DiplomacyKenny Huang Ph.D.
 
網路治理概念、組織及案例
網路治理概念、組織及案例網路治理概念、組織及案例
網路治理概念、組織及案例Kenny Huang Ph.D.
 
Ethical Considerations in AI
Ethical Considerations in AIEthical Considerations in AI
Ethical Considerations in AIKenny Huang Ph.D.
 
創新網路服務產業發展條例建議草案
創新網路服務產業發展條例建議草案創新網路服務產業發展條例建議草案
創新網路服務產業發展條例建議草案Kenny Huang Ph.D.
 
共享經濟關鍵議題之探討
共享經濟關鍵議題之探討共享經濟關鍵議題之探討
共享經濟關鍵議題之探討Kenny Huang Ph.D.
 
Big Data : Risks and Opportunities
Big Data : Risks and OpportunitiesBig Data : Risks and Opportunities
Big Data : Risks and OpportunitiesKenny Huang Ph.D.
 
New gTLD - National Cyberspace Strategy
New gTLD - National Cyberspace StrategyNew gTLD - National Cyberspace Strategy
New gTLD - National Cyberspace StrategyKenny Huang Ph.D.
 
國際固定寬頻發展策略分析
國際固定寬頻發展策略分析國際固定寬頻發展策略分析
國際固定寬頻發展策略分析Kenny Huang Ph.D.
 
Cyber Attack Analysis : Part I DDoS
Cyber Attack Analysis : Part I DDoSCyber Attack Analysis : Part I DDoS
Cyber Attack Analysis : Part I DDoSKenny Huang Ph.D.
 
Ruling the root : CJK Rules for The Root Zone
Ruling the root : CJK Rules for The Root ZoneRuling the root : CJK Rules for The Root Zone
Ruling the root : CJK Rules for The Root ZoneKenny Huang Ph.D.
 
CJK Generation Panels Coordination Review
CJK Generation Panels Coordination ReviewCJK Generation Panels Coordination Review
CJK Generation Panels Coordination ReviewKenny Huang Ph.D.
 
318 Action Network Engineering Plan
318 Action Network Engineering Plan318 Action Network Engineering Plan
318 Action Network Engineering PlanKenny Huang Ph.D.
 
Policy for Exporting Taiwan ICT Capacity
Policy for Exporting Taiwan ICT CapacityPolicy for Exporting Taiwan ICT Capacity
Policy for Exporting Taiwan ICT CapacityKenny Huang Ph.D.
 
Generation Panels for CJK Community - A Collaborative Model Proposal
Generation Panels for CJK Community - A Collaborative Model ProposalGeneration Panels for CJK Community - A Collaborative Model Proposal
Generation Panels for CJK Community - A Collaborative Model ProposalKenny Huang Ph.D.
 
Caribbean Infrastructure Evaluation
Caribbean Infrastructure EvaluationCaribbean Infrastructure Evaluation
Caribbean Infrastructure EvaluationKenny Huang Ph.D.
 

Plus de Kenny Huang Ph.D. (19)

Taiwan Internet Intermediaries and Cyber Norms
Taiwan Internet Intermediaries and Cyber NormsTaiwan Internet Intermediaries and Cyber Norms
Taiwan Internet Intermediaries and Cyber Norms
 
Internet Governance Model in Taiwan
Internet Governance Model in TaiwanInternet Governance Model in Taiwan
Internet Governance Model in Taiwan
 
Cyberspace and Digital Diplomacy
Cyberspace and Digital DiplomacyCyberspace and Digital Diplomacy
Cyberspace and Digital Diplomacy
 
Internet Routing Security
Internet Routing SecurityInternet Routing Security
Internet Routing Security
 
網路治理概念、組織及案例
網路治理概念、組織及案例網路治理概念、組織及案例
網路治理概念、組織及案例
 
Ethical Considerations in AI
Ethical Considerations in AIEthical Considerations in AI
Ethical Considerations in AI
 
創新網路服務產業發展條例建議草案
創新網路服務產業發展條例建議草案創新網路服務產業發展條例建議草案
創新網路服務產業發展條例建議草案
 
APNIC44 Briefing
APNIC44 BriefingAPNIC44 Briefing
APNIC44 Briefing
 
共享經濟關鍵議題之探討
共享經濟關鍵議題之探討共享經濟關鍵議題之探討
共享經濟關鍵議題之探討
 
Big Data : Risks and Opportunities
Big Data : Risks and OpportunitiesBig Data : Risks and Opportunities
Big Data : Risks and Opportunities
 
New gTLD - National Cyberspace Strategy
New gTLD - National Cyberspace StrategyNew gTLD - National Cyberspace Strategy
New gTLD - National Cyberspace Strategy
 
國際固定寬頻發展策略分析
國際固定寬頻發展策略分析國際固定寬頻發展策略分析
國際固定寬頻發展策略分析
 
Cyber Attack Analysis : Part I DDoS
Cyber Attack Analysis : Part I DDoSCyber Attack Analysis : Part I DDoS
Cyber Attack Analysis : Part I DDoS
 
Ruling the root : CJK Rules for The Root Zone
Ruling the root : CJK Rules for The Root ZoneRuling the root : CJK Rules for The Root Zone
Ruling the root : CJK Rules for The Root Zone
 
CJK Generation Panels Coordination Review
CJK Generation Panels Coordination ReviewCJK Generation Panels Coordination Review
CJK Generation Panels Coordination Review
 
318 Action Network Engineering Plan
318 Action Network Engineering Plan318 Action Network Engineering Plan
318 Action Network Engineering Plan
 
Policy for Exporting Taiwan ICT Capacity
Policy for Exporting Taiwan ICT CapacityPolicy for Exporting Taiwan ICT Capacity
Policy for Exporting Taiwan ICT Capacity
 
Generation Panels for CJK Community - A Collaborative Model Proposal
Generation Panels for CJK Community - A Collaborative Model ProposalGeneration Panels for CJK Community - A Collaborative Model Proposal
Generation Panels for CJK Community - A Collaborative Model Proposal
 
Caribbean Infrastructure Evaluation
Caribbean Infrastructure EvaluationCaribbean Infrastructure Evaluation
Caribbean Infrastructure Evaluation
 

Dernier

Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 

Dernier (20)

Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 

Smart Energy: SEO-Optimized Title for Smart Energy Document

  • 1. Smart Energy Kenny Huang, Ph.D. 黃勝雄博士 Executive Council Member, APNIC Member, Board of Directors, Mind Extension huangksh@gmail.com
  • 2. Smart Grid History 2  Begins with the 2003 Northeast Blackout  Concept expanded with the 2007 Energy Independence and Security Act Source : complex.com, 2012 Energy Independence and Security Act 2007  Title I: Energy Security through improved vehicle fuel economy  Title II: Energy Security through increased production of Biofuels  Title XI: Energy Transportation and infrastructure  Title XII: Small Business Energy Programs  Title XIII: Smart Grid
  • 3. Traditional Electric Utilities 3  Energy flows one way to customers  Simple interactions and little information flows Source : boundless (n.d.)
  • 4. Electric Utilities with Smart Grid 4 Solar power Wind power Power storage Smart building Smart house Control centre Hospital Source : Dr. Kenny Huang
  • 5. Energy Demand and Price 5 Source : Energy Information Administration, 2012 US: Energy brokers can serve residential, commercial and government entities that reside in energy deregulated states. UK: The entire market is deregulated.
  • 6. Wind Energy in Denmark 6 2008 2020 Source : ECO-Grid EU – Developing the Prototype of the European Smart Grid, 2011
  • 7. How Do We Store Energy 7 US (MW) Worldwide (MW) PSH : pumped-storage hydroelectricity 23,000 110,000 CAES : Compressed air energy storage 110 477 Batteries 40 300 Others 5 10 Source : Dr. Ali Nourai; Energy Storage Association (n.d.) Source : Wikipedia (n.d.)
  • 8. US Refrigerator Energy Use 8 Source : The Art of Energy Efficiency: Annual Review of Energy and the Environment. 1999
  • 9. US Electricity Saving in Use of Energy-Saving Refrigerators 9 Source : The Art of Energy Efficiency: Annual Review of Energy and the Environment. 1999
  • 10. Smart Lighting 10 Lighting accounts for 30% energy use in US office building Source : Advanced Power & Energy, UC Irvine, 2007  Potential for lighting management  Energy savings  Up to 25-60% potential savings with energy efficient lighting management technologies  Personal lighting preference and satisfaction  Lighting satisfaction correlated to productivity  Diverse among individuals
  • 11. CO2 Emissions Goals 11 Source : https://scripps.ucsd.edu/programs/keelingcurve/, Dec 22 2015 Paris 2015 Talks Source : dailymail.co.uk, Dec 28 2015 Goal of Global carbon dioxide emissions: Preventing temperatures rising by more than 2C above pre-industrial levels.
  • 12. CO2 Emissions Effort 12 Global carbon dioxide emissions have fallen by 3% in 2014 and 2015 Source : dailymail.co.uk, Dec 28 2015
  • 13. Increase Regulation 13 Source : eia.gov EPA’s Clean Power Plan  Mandates states to reduce emissions from power generation  Will accelerate retirement of dirty generation assets, especially coal  EIA projects 90 GW of coal retirements from 2014-2040 in US  Generation must be made up by renewables
  • 14. Renewables Are Affordable 14 Source: International Technology Roadmap for Photovoltaic 2015 Report Source : Rameznaam.com
  • 15. Microgrids Opportunities 15  Microgrids provide multiple benefits  Resiliency  Emergency refuge  Energy cost reductions  Reduced environmental impacts  States are increasingly pushing microgrid development  Led by NY, NJ, MA, IL, CA and others  Huge opportunities for novel strategies to take advance state’s goalsNY Prize First Stage Winners Source : districtenergy.org
  • 16. IoT Technologies for Smart Grids • Pros: – IoT grids allow energy distribution to be managed in real time based on immediate data rather than historic patterns of energy use (Predictive Maintenance) – IoT grids and smart meters open the door to energy services and payment tariffs that could dramatically reduce business energy costs – Remote/scheduled control electric appliances utilize the value of automation. – Consumption data provide great insight • Cons: – Market re-structure make technological change difficult – smart grids/devices could lead to more security breaches in the future 16
  • 17. Automation Example: ZigBee Systems Architecture 17 Source : ZigBee, 2011
  • 19. Regional Breakdown of Smart Meter Installed Base 19 Source : Pike Research, BI Intelligence, 2015
  • 20. 20 Source : Metering & Smart Energy International, 2015
  • 21. Taiwan Power Grids and Sources of Energy 21 Source : Taiwan Power Company, 2015
  • 22. TPC Advanced Metering Infrastructure Project 22 Existing mechanical meter units : 12 Million Units
  • 23. Power Consumption Data 23 Source : AGL Energy, 2015 Data Interval : 48 consumption values per day => data rate < 0.6 bps Account Number NMI Device Number Device Type Register Code Rate Type Description Start Date End Date Profile Read Value Register Read Value Quality Flag 4 12 6 10 8 10 8 12 4 1 1 attribute length Total length=76 bytes/interval reserved payload up to 1000 bits
  • 24. Smart Meter Data Traffic Scenario 24 Smart Meter Penetration Smart Meter Installed Units Total Data Traffic % of TW Mobile *20% 2,400,000 1.44Mbps *7.9% 40% 4,800,000 2.88Mbps 15.8% 60% 7,200,000 4.32Mbps 23.7% 80% 9,600,000 5.76Mbps 31.6% 100% 12,000,000 7.2Mbps 39.5%  Large scale of smart meter network delivers tiny data traffic. Can the upfront cost of an IoT network be justified by the value of data delivery?  DECC puts the cost per household of installing smart meters at £214.50. British Gas saving per household stands at just £26 per year.(Telegraph, Nov 5 2015)  The architecture of smart meter infrastructure remains ambiguous. Such as quality of service; demarcation point; ownership of recurring cost.., etc.  Smart meter data traffic has no impact on mobile operator’s network, but the installed base will consume a considerable amount of resources of SGW.  No incentive to the monopolistic electricity supplier. *most likely scenarioSource : Dr. Kenny Huang
  • 25. Causal Analysis : Thinking Out of The Box 25 Monopoly Electricity Market *Deregulation Legislative Requirements Competition and Innovations Renewable Energy and Smart Infrastructure Monopoly Electricity Market Renewable Energy and Smart Infrastructure Monopoly market hasn’t been evolved by itself
  • 26. 26