Title: ICT and Power (Electricity)
1ICT and Power (Electricity)
- Prof. Rahul Tongia
- School of Computer Science
- CMU
- 17-899 Fall 2003
2Topics for Discussion
- Electricity and Development
- Power for ICT
- ICT for Power
3Fundamentals
- Electricity is a form of energy (kWh)
- Does not exist in usable forms
- Conversion usually requires prime movers (steam
turbines, water turbines, etc.) - Access to fuels (primary energy) is a key issue
for developing countries - Electricity is only about 125 years old
- Widespread use is much more recent
- US required special programs
- Rural Electrification Administration (REA) now
Rural Utilities Service - TVA
- Electricity from the grid can not be easily
stored (AC) - Most electronics use DC
4Whats Special about LDCs?
- Very low levels of Electrification
- 2 billion lack electricity
- Bad quality, intermittent, and often expensive
power if available - Lower Level of Economic Development
- Large rural agricultural sector
- Large quantities of crop residues primary energy
source - Special needs for agricultural services (e.g.,
pumping water 1/3 of Indias electricity) - Heavily subsidized in many countries
- Industrial-Political Organization
- State-centered economies
- State-owned enterprises (SOEs) handle not just
power but much of the economy - Weak formal institutions
- E.g., regulatory institutions, courts, corporate
governance
5Energy-Economy Correlation
1996
Calculated from EIA Data
6(Lack of) Access to Electricity
South Asia (India)
Sub-Saharan Africa
East Asia (China)
Source WEO 2002
7Investments in LDC Power Sector
Source World Bank (2003)
8Where Does Electricity Go?
- US
- 1/3 residential, 1/3 industrial, 1/3 commercial
- Developing Countries
- Varies significantly by country
- Typically higher shares for non-residential
(function of large, centralized design) - Grid penetration to rural areas is very low
- Kenya used to have more homes served by
Decentralized Generation (DG) than the grid
(mainly solar) - In reality, a fair amount is lost along the way,
or stolen!
9Electricity in LDCs
Source World Bank (2003)
10How Much Electricity Does ICT Use?
- Numbers as high as 13 of US electricity were
claimed - End users, servers, networking, etc.
- Later debunked
- ICT Energy (Power) linkages
- Greater Service Economy, even in developing
countries - But, increased globalization
11What Consumes Power (ICT Applications)?
- Components of an ICT solution
- Computing
- Display
- CRT 80 W normal 10 W suspend
- LCD 15-25 W normal 5-10 W suspend
- Storage variable
- Uplinking 12 W Wifi 40 W VSAT
- Role of advanced technologies
- Chips (processor is largest component)
- Pentium 4 uses 50 watts!
- LCD screens, OLEDs, etc.
- Wireless
- Cognitive Radios reduce power to lowest
required level - But, emitted power is ltlt power drawn from supply
- 100 mW is legal limit for WiFi
- Laptops much less power but less robust (?)
12Details of Desktop Power
SCSI CD-RW Drive - 17W SCSI CD-ROM Drive - 12W
5400RPM IDE Hard Drive - 10W 7200RPM IDE Hard
Drive - 13W 7200RPM SCSI Hard Drive - 24W
10000RPM SCSI Hard Drive - 30W Floppy Drive -
5W Network Card - 4W Modem - 5W Sound Card -
5W SCSI Controller Card - 20W Firewire/USB
Controller Card - 10W Case Fan - 3W CPU Fan -
3W
AGP video card - 20-30W PCI video card - 20W
AMD Athlon 900MHz-1.1GHz - 50W AMD Athlon
1.2MHz-1.4GHz - 55-65W Intel Pentium III
800MHz-1.26GHz - 30W Intel Pentium 4
1.4GHz-1.7GHz - 65W Intel Pentium 4
1.8GHz-2.0GHz - 75W Intel Celeron 700MHz-900MHz
- 25W Intel Celeron 1.0GHz-1.1GHz - 35W ATX
Motherboard - 30W-40W 128MB RAM - 10W 256MB RAM
- 20W 12X or higher IDE CD-RW Drive - 25W 32X
or higher IDE CD-ROM Drive - 20W 10x or higher
IDE DVD-ROM Drive - 20W
Source FLECOM
13Standalone (DG) Power
- What are the options if If AC power is
unavailable? - Backup or primary supply?
- Non-Conventional Sources of Power
- Issues of Scale
- For ICT or more (single point or village level)?
- Local availability
- Solar
- Only 3-5 hours equivalent per day (1 kW INPUT/m2
of panel 10 efficiency) - Wind
- Windspeeds vary by location highest efficiency
for megawatt class turbines - Biomass
- Conversion options limited, typically require
tens of kW size - Microhydel
- Location sensitive, and typically 10s of kW
- Diesel
- Expensive to run, typically AC output
14Designing a DG system
- Battery Life examples
- Alkaline (from Duracell)
- NOMINAL VOLTAGE (volts) RATED CAPACITY
(ampere-hours) - D 1.5 15
- C 1.5 7.8
- AA 1.5 2.85
- AAA 1.5 1.15
- Gets very expensive, quickly, even if
rechargeable - Lead-acid batteries give much more power and are
standardized - Limits on dischargeability - 20 kWh total charge
- Matching supply to demand
- AC grid infinitely flexible
- Power storage is key
- Else peak capacities must be matched
- Intermittency issues for many DG systems
- Theft is a major concern for DG design (!)
15Designing a DG system (cont.)
- Solar Systems
- Components
- PV modules (in series, in panel form)
- Power Conditioning Equipment (economies of scale)
- Housing (with or without directionalizing)/mountin
g - Batteries most expensive operating costs
- Inverter if AC is required
- Costs
- Capex at small scale is 5/peak watt
- Gives an operating cost around 20-30 cents/kWh
- cell phone example Obsolescence of equipment
vs. battery
16Designing a DG system (cont.)
17ICT for Electricity Systems
- Two main issues
- Supply ltlt Demand
- Requires investments of billions
- Ability to pay is limited
- Often, power companies are loss-making some of
that is inefficiency - Where can ICT contribute?
- Components of power sector vertical
- Generation
- Transmission
- Distribution
- Consumption
18Conventional Wisdom
- One can not do real-time power flow management
(transactions and billing) for transmission level
flows - Today, pools operate based on historical or
aggregated information - One can not measure demand (usage) from all
consumers in real-time with high granularity - What has changed to make these outdated the
growth of IT technology
19Focus here on Distribution/Consumption
- IT is already extensively used in
generation/transmission in developed countries - Other Synergies
- Stringing Optical Fibers along power lines
- Smart Cards (pre-payment)
- Found extensive use in S. Africa in Black
Townships (12 years experience) - Can link to other utilities or consumer services
(pre-paid cell-phone cards are very popular)
20Using IT to Enable Sustainability
- Sustainability has many components
- Resource utilization
- Efficiency and loss reduction are sine-qui-non
- Economic viability
- Theft reduction
- Management
- IT can improve power sector distribution,
consumption (utilization), and quality of service - Requires a change in mindset, and the willingness
of utilities to innovate
21Case study on IT for power sector improvement in
India
- India today has the worlds largest number of
persons lacking electricity - ? 400 million (equivalent to Africas unserved!)
- Reforms began in 1991
- Vertically integrated government department
monopolies are being broken - Initial focus was on generation
- New realization that distribution is the key to
Indias power sector viability - Newer entities should be run as businesses
- Many parallels to other developing countries
22Indias Power Sector Overview
- 5th largest in the world 107,000 MW of
capacity - But, per capita consumption is very low
- 350 kWh, vs. world average over 2,000 kWh
- 40 of households (60 of rural HH) lack
electricity - In very dire straits
- Supply ltlt Demand
- Blackouts are common, with shortfall estimated
between 10-15 - Most utilities are heavily loss-making, with an
average rate of return of negative 30 or worse
(on asset base) - High levels of losses 25
- Technical losses poor design and operation
- Commercial losses (aka theft) often over 10
23Reasons for the problems
- Agricultural sector
- Consumes 1/3 of the power, provides lt5 of
revenues - Pumpsets are overwhelmingly unmetered just pay
flat rate based on pump size - Adds to uncertainty in technical losses vs.
commercial losses and usage - Utilities lack load duration curves to optimize
generation and utilize Demand Side Management - All generation is assumed to be baseload, and
priced accordingly - Leads to poor energy supply portfolio
- Doesnt send correct signals to consumers, either
- Utilities end up using just average costing
numbers, not recognizing the marginal costs
24Idea use IT for power sector management
- Posit If new meters are to be installed, why
not smart digital meters, which are also
controllable, and communications-enabled? - Incremental costs would be low
- Instead of just quantity of power, can also
improve quality of power - Analysis presented is based on collaborative work
with a major utility in India (name withheld for
confidentiality reasons)
25Quality of Power
- India is focusing on quantity of power only
- Current shortfall numbers are contrived
- Based only on loadshedding with minor correction
for frequency - Do no factor in peak clipping fully
- Do not account for lack of access (e.g., over 60
of rural homes lack connections) - Quality norms are often missed
- Voltage often deviates by 25
- Frequency often deviates by 5 (!)
- Even farmers pay a lot for their bad quality
power (around 1 cent/kWh implicit, even higher in
some regions) - Use of voltage stabilizing equipment
- Additional capital costs (in the multiple percent
range) - Efficiency losses (2-30 lost!)
26Power Quality ITI CBEMA Curve
27Why the Focus on Distribution?
- Its where the consumer (and hence, revenue) is
- High losses today
- Technical losses, 10 in rural areas
- DSM and efficiency measures possible
- Use of standards required
- Use a combination of technology, industrial
partnership, and regulations - Learn from experiences elsewhere
- Bulk of India's consumption is for just several
classes of devices - Pumpsets
- Refrigerators
- Synchronous motors
- Heating (?)
28US Refrigerator Efficiency Standards
Similar standards can be established for smart
appliances
Source www.standardsasap.org
29Future of Appliances and Home Energy Automation
Networks
- Incremental cost of putting networking and
processors into appliances approaching a few
dollars - Could allow time of use and full control (utility
benefit/public good/user convenience) - Link to a smart distribution system
- Micro-monitor and Micro-manage every kWh over the
network - E.g., refrigerators dont operate or defrost
during peaks (5 of Indian electricity usage) - 5 peak load management could lead to a 20 cost
reduction - Feasible, as most peak loads are
consumer-interfaced - Bimodal peaks in India, residential driven
- Italy is already implementing such a system (ENEL)
30Objectives and design goals for a new IT-enabled
- Implement a basic infrastructure to
- Micro-measure every unit of power across the
network - Allow real-time information and operating control
- Devise mechanisms to control the misuse and theft
of power through soft control - Which would
- Reduce losses
- Improve power quality
- Allow load management
- Allow system-level optimization for reduced costs
- Increase consumer utility, satisfaction, and
willingness to pay
31Additional Benefits
- A system which will offer
- Outage detection and isolation
- Remote customer connect disconnect
- Theft and tamper detection
- Real time flows
- To allow real time pricing
- Suitability for prepayment schemes
- Load profiling and forecasting
- Possible advanced communications and services
- Information and Internet access
- Appliance monitoring and control
- Managing such extra power (from theft) is
enough to give subsistence connectivity to the
poor - Requires ICT to determine and manage the margin
effectively - Telecom is special very short-run low marginal
cost in electricity it is much more difficult
32Network Schematic
Data Center
Last Few Hundred Meters
20 km
Couple
Coupler
Uplink
r
Coupler
House
Secondary
LV Concentrator
Distribution
House
Voltage
Coupler
Distribution Transformer (pole or ground)
Sub-Transmission and Transmission
Substation
Users
Smart Meter (Can be off-site outside
user Control Is partly a modem)
(gt 11 kV)
Access (440, 220, or 110 V) Low Voltage
Distribution (11 kV) Medium Voltage
33Components of the solution
- One segmentation locational
- At consumer
- Meter/Gateway
- Meter could be pole-side if required
- In home network
- Needed connect to enabled devices (appliances)
- Eventually, homes would also have Decentralized
Generation available (?fuel cells, flywheel
storage, etc.) - Access (low voltage distribution)
- From gateway to a concentrator, on user side of
distribution transformers Using PowerLine
Carrier (PLC)
34Solution Components (Cont.)
- Concentrator upwards
- Concentrator Each Distribution Transformer (aka
Low Voltage Transformer) feeds on the order of
100-200 homes in India (as in Europe). In
contrast, US Distribution Transformers feed 5-10
users. - Communications medium
- Over Medium Voltage PLC to the Sub-station
- or
- Wireless
- Limited Coverage in Developing Countries
- Substation upwards (uplinking)
- Usually based on leased lines or optical fiber
35Technologies for various segments
- In-Home Network
- Appliances
- Emerging Standards are talked about by appliance
companies (Maytag, Samsung, GE, Ariston etc.) - Using Simple Control Protocol (or other
appropriate thin protocols) - Meters
- Solid-State meters exist, but not yet the norm in
developing countries - Most have communications capabilities for
external ports - Lowest cost solution (if feasible) PLC target
5 incremental cost
36Technologies for various segments (cont.)
- Access
- Low Voltage PLC is available today
- Being explored for Internet access, in fact
(Megabits per second) - MV
- Crossing through transformers remains a technical
challenge - Going long distances an issue
- Uplinking
- Availability of optical fiber or leased lines can
be met through planning
37Technologies vs. Capabilities
Accuracy Theft Detection Communications Control Capabilities
Electro-mechanical Meter low (has threshold issues for low usage) poor expensive add-on nil
Digital (solid state) high Node only external Limited Historical usage reads only
Next Gen. Meter (proposed) Arbitrarily high High (network level) Built-in (on-chip) Can do much more than Automated Meter Reading (AMR) Full (connect/dis-connect) Extending signaling to appliances Real-Time control DSM
38Design Model and Business Case
- Only target specific users
- All agricultural (almost one-third of the load)
- All Industrial and larger commercial users
- Only the larger-size domestic users
- Estimated 2/3 of homes only use lt50 kWh per month
- Include every network node that needs monitoring
and/or control - Substations
- Transformers
- Capacitor banks
- Relays
- etc.
39Design Model and Business Case (cont.)
- Investment in long run only a few thousand rupees
per targeted user (Target lt75 capex) - When amortized, implies requirement of
improvements in system of only a few percent! - Savings will come from
- Lower losses/theft
- Increased sales possible
- Lower operational costs
- Load management
- Better consumer experience (and hence,
possibility for higher tariffs) - Future interaction with smart appliance and smart
home networks - Possibly new services
40Economics of case system
- Estimated System (Rural-centric)
- 62 Consumers (all classes) per Distr. Transformer
- 98 Distribution Transformers per Sub-Station
41Economics (cont.)
- 6-7 year payback on investment (conservative)
possible with just 3 improvement in system - Savings will come from
- Theft Reduction
- Time-of-Day and DSM measures (peak reduction)
- System Quality, reliability, and uptime
- Higher Collection
42Challenges
- Protocols
- Use of thin protocols to reduce capex for
embedded systems - Security PLC can be a shared medium
- PLC
- How to couple around transformers or other
obstacles - How to go long runs with low errors (and high
enough bandwidth) Shannons theorem provides a
limit - Noisy line conditions in many developing
countries - Appliances
- Need for standards to bring down costs and ensure
inter-operability - Design Should the PLC signals pass through the
meter/gateway directly to appliances? - How active or passive should consumer behavior
modification be? - Costs (as always)
43Challenges Implementation and Management
- Utilities are typically risk-averse
- They face increased regulatory uncertainty
- Without some portions of a market, how do they
benefit? - Will they (should they) pass all pricing
information on to the consumer? - Developing country management issues
- Utilities were typically State Owned Enterprises
(SOEs) - Utilities were run with social engineering goals
- Increased automation, control, and sophistication
(and theft detection) poses risks to the large
cadre of current employees
44A New World for Power Systems
- Includes smarts for significant improvements in
efficiency - New services can be enabled once the appropriate
infrastructure is in place - Segmentation of development allows independent,
modular innovation, e.g., home automation and
appliances - Developing countries (esp. Asia) can lead the way
through leap-frogging