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 INFRASTRUCTURE ECOLOGY: AN EVOLVING PARADIGM FOR SUSTAINABLE URBAN DEVELOPMENT Pandit, A.; Bras, B.; Minne, E. A.; Dunham-Jones, E.; Augenbroe, G.; Jeong, H.; James, J.-A. C.; Newell, J. P.; Weissburg, M.; Brown, M. A.; Chang, M. E.; Xu, M.; Begovic, M. M.; Yang, P.; Fujimoto, R. A.; French, S. P.; Thomas, V. M.; Yu, X.; Chen, Y.; Lu, Z.; Crittenden, J. C. E-Mail: [email protected] atech.edu; [email protected]

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  • INFRASTRUCTURE ECOLOGY: AN

    EVOLVING PARADIGM FOR

    SUSTAINABLE URBAN DEVELOPMENT

    Pandit, A.; Bras, B.; Minne, E. A.; Dunham-Jones, E.;

    Augenbroe, G.; Jeong, H.; James, J.-A. C.; Newell, J. P.;

    Weissburg, M.; Brown, M. A.; Chang, M. E.; Xu, M.;

    Begovic, M. M.; Yang, P.; Fujimoto, R. A.; French, S. P.;

    Thomas, V. M.; Yu, X.; Chen, Y.; Lu, Z.; Crittenden, J. C.

    E-Mail: [email protected]; [email protected]

  • City

    People

    Economy

    Transportation

    Energy

    Water

    Waste

    Buildings

    Parks

    Government

    And many

    more

    Industry

    2

    Q: With the next

    generation of

    infrastructure, what

    are the implications

    if we design, build,

    and operate these

    systems separately,

    as we have done in

    the past?

  • INFRASTRUCTURE

    ECOLOGY

  • Sustainable Urban Systems

    Sustainable Urban Systems: Key questions

    How are energy, materials, information, and water utilized by the

    different configurations and populations of systems?

    How can we reduce energy, emissions, materials and water inputs

    and increase the creation of wealth and comfort?

    How do communities of infrastructure emerge from the cultural, physical, and economic conditions of the region?

    Infrastructure Ecology:

    A Hyper Nexus of material use, water, energy,

    transportation, land use/planning, commercial and

    residential buildings, community design, and

    socioeconomics as they occur in urban

    environments.

  • Interconnection between Urban Infrastructure

    System , Natural Environmental Systems and

    Socio-Economic Systems

    Incre

    asin

    g S

    pati

    ote

    mp

    ora

    l S

    cale

  • Interconnections within Urban

    Infrastructure Systems Water for Energy:

    Average consumptive use in US: 2.0 Gal/kWh

    0.5 Gal/kWh for thermoelectric; 18.0 Gal/kWh for hydroelectric

    Energy for Water:

    4% of total electricity consumption in US for water and wastewater sector;

    19% in California

    80% of the requirement is for conveyance and distribution

    Energy for Transportation:

    28% of the total energy consumption in the US (in 2008)

    Transportation and Land Use:

    Empirical estimates suggest that one new highway built through a central

    city reduces its central-city population by about 18%.

    Land Use, Water and Energy:

    Use of rainwater harvesting and other LID techniques in the urban area of

    southern California would result in a savings of 5731225 GWh per year.

  • Interconnections within Urban

    Infrastructure Systems

    The water footprint for biofuels may

    be 10 to 1000 times higher than

    conventional gasoline on a life-cycle

    per vehicle mile travelled basis

    depending on whether the feedstock

    crops are irrigated or not

    If all personal transportation in the

    metropolitan Atlanta, GA region was

    electric, the increased water demand

    (evaporative loss) needed to produce

    the electricity (under present generation

    mix) to charge the fleet of electric

    vehicles would be almost identical to the

    current domestic demand (estimated at

    100 million gallons per day)

    Water for Transportation:

    Impact of Biofuels Impact of Automobile Electrification

  • False Creek Neighborhood Energy Utility

    Vancouver, BC: City of Vancouver

    Sewage heat recovery supplies

    70% of annual energy demand

    and reduces ghg 50%

  • IMPLICATIONS FOR

    DECISION MAKING

  • Sustainable Water Resources Management

    Agriculture

    Energy People (Municipal &

    Industrial)

    Ecology / Environment

  • Key Challenges in Infrastructure Ecology (After Allenby 1999)

    13

    Goal

    Focus

    Nature of Engineered system

    Engineering psychology

    Scientific Model

    Technology adaptation

    Scale

    Impact awareness

    Home run-fix problem for good

    Artifact design,

    construction &

    performance

    Control & complete

    systems definitions

    Primarily

    technical and economic

    Low

    Short term/Local

    Reductionist

    (e.g., based on toxicology)

    Minor adaptation

    Maintain dynamic

    systems in desired states

    Systems dynamics: links,

    feedback, loops,

    nonlinearities & discontinuities

    Management of complex

    "non-controllable" systems

    Coupled human-natural

    systems

    High

    Long term/Regional or global

    Integrative(e.g., based on

    sustainability)

    Major evolution of social

    and technology systems

    Engineering (e.g., Water

    Treatment Plant)

    Sustainable Engineering

    (e.g., Sustainable Water

    Resource Management) Characteristics

  • ADVANCING THE SCIENCE OF

    INFRASTRUCTURE ECOLOGY:

    ENGINEERING COMPLEX SYSTEMS

  • Engineering Complex Systems - Our

    Goals Understand and predict the emergent properties of urban

    infrastructure systems and their resilience to internal and external

    stressors

    Identify how flows of resources (information, energy, and materials)

    are utilized within complex urban systems and reduce material and

    energy investments by learning how these resources are utilized on

    a system-wide scale

    Develop the cyber infrastructure to gather information monitor,

    model and visualize the complex emergent properties

    Integrate the human perspective into urban infrastructure to

    produce socially sustainable outcomes and policies

    Develop the pedagogy of engineering complex systems in the

    context of sustainable and resilient urban infrastructure

  • Interactions between Infrastructure and

    Socio-Economic Environment

    Macro

    Micro

    Infrastructure

    Systems

    Water

    Energy

    Heating/

    Cooling

    Transportation

    Socio-

    Economic

    Environment

    Business

    Neighborhood

    Housing

    Jobs

    Emergent Properties: land use, water, energy and material

    consumption, transportation quality, quality of life, and other

    sustainability metrics.

    Decisions, behaviors of Individual Agents and the relationship

    of individual agents: location choice, traffic activity, and

    willingness to pay

  • 65%

    35%

    0%

    20%

    40%

    60%

    80%

    100%

    0 5 10 15 20 25 30Year

    Percentage of households as compared to total households after30 years

    Percentage of households in single-family houses as comparedto total households after 30 years

    Percentage of households in apartments as compared to totalhouseholds after 30 years

    41%

    59%

    0%

    20%

    40%

    60%

    80%

    100%

    0 5 10 15 20 25 30Year

    Business As Usual

    (BAU)

    More Sustainable Development

    (MSD)

    Agent-based Modeling: Simulating the Adoption Rate

    for More Sustainable Urban Development

    Impact fee for Low Impact Development

    non-compliance penalty:

    $13,000 per unit for single-family house

    $1,500 per unit for apartment home

    Principal Agents: Prospective

    Homebuyer, Homeowners, Developers,

    Government

    Implemented Policy Tool

    After 30 years:

    40% reduction in potable water demand from centralized plant in MSD

    as compared to BAU

    36% increase in net property tax revenue generation in MSD as

    compared to BAU

    Policy Implementation Effect

  • INFRASTRUCTURAL SYMBIOSIS:

    REORGANIZING THE FLOWS FOR

    SYSTEM LEVEL OPTIMIZATION

  • The Synergistic Effects of

    Infrastructural Symbiosis Designing UIS using an infrastructure ecology approach alters and

    reorganizes energy and resource flows, allowing one to consider the

    potential synergistic effects arising from infrastructural symbiosis.

    The accumulated synergistic

    effects of this particular model of

    infrastructure ecology is significant:

    reduced water and energy

    consumption,

    lower dependence on centralized

    systems,

    larger share of renewables in the

    electricity mix,

    reduced vehicle-miles travelled, &

    an increase in tax revenue.

  • INFRASTRUCTURE SYMBIOSIS

    Decentralized Water Resource

    Development: Low Impact

    Development & Greywater Reclamation

  • Water Flows within the Urban System with

    LID Implementation: Case Study of Atlanta, GA

    Individual water use (91 Gpcd) in 2-story apartment (RG-1)

    Implemented LID technologies: rainwater harvesting, grass pavement,

    rain gardens, and xeriscaping

    Reduces dependence on the centralized potable water system by ~50%

    (entire non-potable demand)

    Uncontrolled Stormwater runoff (kGal/cap-yr) : 16 0

    Unit: Gallon per capita per day (Gpcd)

  • Water Flows within the Urban System

    with Reclamation Option: Case Study of

    Atlanta, GA Individual water use (91 Gpcd) in 2-story apartment (RG-1)

  • Implementation of Greywater Reclamation : Case

    Study of Atlanta, GA

    Benefits:

    60% satisfaction of residential water demand regardless of

    population density

    Reduces dependence on the centralized potable water system by

    ~60% (entire non-potable demand)

    Reduces stress on the centralized wastewater treatment plant by

    ~60%

    Citywide implementation of Hybrid (Reclamation + Centralized)

    System would save the city ~$1.0 million per year in energy

    costs.

    Challenges:

    Has no effect on stormwater runoff

    Does not increase ecological services

  • INFRASTRUCTURAL SYMBIOSIS

    Decentralized Energy Production:

    Combined Heat and Power (CHP)

  • Recapturing Lost Heat in Combined Heat &

    Power System

    Air-cooled

    Microturbine

    Absorption

    Chiller

    Electricity

    Heating

    Cooling

  • Building Energy Requirements Met by

    CHP Using Air Cooled Microturbines

    30kW

    MT

    Electricity:

    477MWh

    (54%)

    Thermal:

    452.5 MWh

    (123%)

    60kW

    MT

    Electricity: 778

    MWh (66%) Thermal: 900

    MWh (140%)

    Grid

    Energy

    Electricity:

    218MWh (46%)

    Electricity:

    260MWh (34%) 2 6-story

    apartment

    buildings

    12 Single

    Family homes

    Thermal load includes heating and cooling demand

    437600 Gal

    (54%)

    985300 Gal

    (66%)

    Water for

    energy

    savings

  • INFRASTRUCTURAL SYMBIOSIS

    Decentralized Energy Production:

    Integration of Renewables and Vehicle-

    to-Grid (V2G)

  • NO-PV

    40% PV

    Simulation Results in Hourly

    Resolution

    The large variation in PV output

    demands a higher capacity of

    spinning reserves

  • Plug-in Hybrid Electric Vehicles (PHEVs) and Vehicle-to-Grid (V2G) power

    Credit: Kempton and Tomi, 2005

    PHEVs can send power back to the grid when parked, and function as distributed

    storage for intermittent energy from renewable sources

    US demand-supply balances during

    maximum demand with various V2G

    ratios in 2045

    30% V2G penetration could reduce ~100 GW or about of the total peak demand of ~300 GW in US by 2045

    Source: Modelling Load Shifting Using Electric Vehicles in a Smart Grid Environment OECD/IEA 2010

  • URBAN DEVELOPMENT

    SIMULATION AND LARGE SCALE

    WATER SAVINGS CARBON

    EMISSION REDUCTIONS FROM

    LID AND CHP

  • RESIN Meeting Sept. 24, 2009

    SPATIAL DATABASES FOR URBAN MODELING - 1

    The SMARTRAQ project

    Supports research on land

    use impact on transportation

    and air quality

    1.3 million parcels in the 13

    metropolitan Atlanta non-

    attainment counties

  • RESIN Meeting Sept. 24, 2009

    SMARTRAQ DATA AND ATTRIBUTES

    Address

    Road Type

    City

    Zip Code

    Owner Occupied

    Commercial/Residential

    Zoning

    Sale Price

    Sale Date

    Tax Value

    Assessed Value

    Improvement Value

    Land Value

    Year Built

    No. of Stories

    Bedrooms

    Parking

    Acreage

    Land Use Type

    Number of Units

    X,Y Coordinate

    Estimated Sq Feet

    Total Sq Feet

  • Projected Growth Scenarios for Atlanta Business As Usual

    Year 2030

    More Sustainable Development

    Year 2030

  • 34

    110

    66

    24

    0

    20

    40

    60

    80

    100

    120

    140

    160

    Energy fromGrid with CHP

    Energy fromGrid

    GW

    h (

    in t

    ho

    usa

    nd

    s)

    Energy (Thermal)

    Energy(Electricity)

    Atlanta Energy and Water Demand Projections (with low flow fixtures + rooftop rainwater harvesting + decentralized CHP system)

    4964

    1521

    728.5

    706.85

    0

    1000

    2000

    3000

    4000

    5000

    6000

    Energy fromGrid

    Energy fromGrid with CHP

    MG

    D (

    Mil

    lio

    n G

    all

    on

    s p

    er

    da

    y)

    496.40

    152.10

    107.75

    107.58

    0

    100

    200

    300

    400

    500

    600

    700

    Energy fromGrid

    Energy fromGrid with CHP

    Residential+ Commercial Energy

    Demand (with Air Cooled Microturbines in a

    Decentralized CHP system)

    Water Demand

    (Withdrawal)

    Water Consumption

    (Evaporation)

    25% reduction

    61% reduction

    63% reduction

    More Sustainable Development Scenario

    Withdrawal Evaporation

    Note: water for energy calculation does not include water needed for the extraction and transportation of the raw fuel.

  • 5,051

    6,211

    0

    1000

    2000

    3000

    4000

    5000

    6000

    7000

    Energy from Grid withCHP

    Energy from Grid

    Co

    st

    of

    En

    erg

    y f

    rom

    th

    e G

    rid

    ( $

    /year)

    M

    illio

    ns

    24

    78

    22

    6

    0

    10

    20

    30

    40

    50

    60

    70

    80

    90

    Energy from Grid with CHP Energy from Grid

    CO

    2 E

    mis

    sio

    ns (

    10

    6 t

    on

    s C

    O2)

    Emissions(Electricity) Emissions (Thermal)

    Potential GHG and Cost Reductions in 2030 By 2030, implementation of CHP in all the residential and commercial buildings (new and

    existing) will reduce the CO2 emissions by~ 0.04 Gt CO2. and the energy costs by $1.1 billion

    per year for the Metro Atlanta region.

    -45%

    The 2030 grid+CHP scenarios assumed residential and commercial units in the base year were also retrofitted with

    CHP systems

    CO2 Emissions Energy Costs

    -23%

    The costs reduction calculation is only based on the cost of natural gas and the cost of electricity from firms in the

    region.

  • SUMMARY

  • Summary

    Urban Systems Are All Connected and More Efficiency

    Can be Achieved by Looking at Their Interactions

    Decentralized Energy and Combined Heat and Power

    Can Save Energy and Water

    Decentralized Water / Low Impact Development Can

    Save Water, Energy and Money

    Land Use/ Planning Is Vital in Reducing the Impact Of

    Urban Systems and Examining Their Interactions

    Agent Based Models May Be Useful to Examine the

    Adoption Rate of Policy Instruments

  • limited

    scalable

    centralized

    decentralized

    integrated disconnected

  • Pedagogical Implications

    Emphasis on Systems Analysis

    Instead of designing urban infrastructure one component at a time,

    the focus should be on systems analysis of urban infrastructure

    Inter- and Intra-disciplinary Approach

    Engineering alone cannot achieve the goal of sustainable urban

    infrastructure systems. It should include policy analysis and urban

    planning as integral part of the educational focus.

    Complexity Science

    Complexity science, in particular how it relates to urban systems,

    should be explored in more details to learn about the emerging

    properties that are not apparent otherwise.

  • Resources and Upcoming Event

    Center for Sustainable Engineering: Learning

    Modules and Assesment of Sustainable Engineering

    Education in the US

    Call for Papers: First ASCE International Sustainable

    Infrastructure Conference Nov 6-8, 2014 Long Beach

    California -

    http://content.asce.org/conferences/icsi2014/index.html

  • THANK YOU!!

    [email protected]

    www.sustaianble.gatech.edu