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    Accepted Manuscript

    Title: Analysing the life cycle greenhouse gas emission andenergy consumption of a multi-storied commercial building in

    Singapore from an extended system boundary perspective

    Authors: Harn Wei Kua, Chee Long Wong

    PII: S0378-7788(12)00175-2

    DOI: doi:10.1016/j.enbuild.2012.03.027

    Reference: ENB 3678

    To appear in: ENB

    Received date: 17-9-2011

    Revised date: 10-3-2012

    Accepted date: 13-3-2012

    Please cite this article as: H.W. Kua, C.L. Wong, Analysing the life cycle greenhouse

    gas emission and energy consumption of a multi-storied commercial building in

    Singapore froman extended system boundary perspective,EnergyandBuildings (2010),

    doi:10.1016/j.enbuild.2012.03.027

    This is a PDF file of an unedited manuscript that has been accepted for publication.

    As a service to our customers we are providing this early version of the manuscript.The manuscript will undergo copyediting, typesetting, and review of the resulting proof

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    http://dx.doi.org/doi:10.1016/j.enbuild.2012.03.027http://dx.doi.org/10.1016/j.enbuild.2012.03.027http://dx.doi.org/10.1016/j.enbuild.2012.03.027http://dx.doi.org/doi:10.1016/j.enbuild.2012.03.027
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    Analysing the life cycle greenhouse gas emission and energy consumption of a multi-storied

    commercial building in Singapore from an extended system boundary perspective

    Harn Wei Kua1,2

    , Chee Long Wong3

    2Department of Building, School of Design and Environment, National University of Singapore, 4 Architecture Drive,

    S117566, Singapore3Master of Science in Environment Management Program, School of Design and Environment, National University of

    Singapore, 4 Architecture Drive, S117566, Singapore

    ABSTRACT

    Building life cycles contribute substantially to the emission of greenhouse gases and energy consumption; this

    is especially true for the operation or use stage of the building. This work on a commercial building in

    Singapore extends the traditional system boundary drawn for a whole-building life cycle assessment to include

    the management of wastes produced during building operations. It was found that waste management

    produces much more emissions than the operation stage. This reinforced the notion that waste recycling

    should be further promoted in buildings, possibly through building level technological innovations and design

    modifications. An integrated policy framework was proposed to explore ways by which building level strategies

    can work with other strategies to holistically address the issues of waste reduction, sorting, collection and

    recycling.

    Keywords: life cycle assessment, integrated assessment, integrated policies, sustainable development,

    embodied energy, Singapore.

    1. Introduction1.1 Building industry and climate change

    The building sector is a major contributor to carbon emissions. According to Ochsendorf [1],

    buildings in United States of America account for nearly 39% of its nationwide carbon dioxide (CO 2)

    emissions. In Singapore, the construction industry has been proclaimed as the third largest emission

    sector, accounting for about 16% of Singapores overall CO2 emissions of 40,377 kilo tonnes in 2005

    [2]. Most of the electricity used by buildings in Singapore is for air-conditioning (40-50%), mechanical

    ventilation (about 20%) and lighting (15-20%).

    Singapore has since set high environmental targets to improve its energy efficiency by 35% andincrease its waste recycling rate to 70% by 2030. In response to these targets, Singapore has

    adopted the approach of greening buildings as key initiative in reducing CO2 emissions for the built

    environment. Introduced in January 2005, the Building and Construction Authority (BCA)s Green

    Mark Scheme (GMS) serves as the national assessment criteria system to recognize both new and

    existing buildings locally which adopts environmentally friendly features such as increasing green

    cover, use of energy and water efficient technologies to reduce consumption, among others. Since

    April 2008, under statutory requirements all new or existing buildings above 2,000m2

    in area

    undergoing major retrofitting has to attain at least a Green Mark Certification. As of 1 Sept 2010, a

    total of 524 buildings (existing and new) have been at least certified under the GMS [3]. Although

    1Corresponding author. Email address: [email protected]. Telephone: +65 6 516 3428.

    anuscript

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    the GMS has attained plausible achievements since its introduction, it is not without its

    shortcomings.

    In the latest version (version 4 [4]) of the GMS for non-residential and residential buildings, the

    computation of carbon emissions is awarded a maximum of only 2 points (out of 155 points) for

    carbon footprint reporting. The reporting requires new buildings to assess their construction and

    operational carbon by means of either reporting through a carbon consultant or through a simple

    form in declaration of the amount of key materials, electricity and renewable energy source

    consumed. Since then, BCA has received numerous feedbacks calling for more weightage to be given

    to accounting for the buildings carbon footprint as an indicator of building sustainability. More

    specifically, there are proposals to include a life cycle approach to the computing of energy

    consumption by building stocks, and then look for ways to reduce their life cycle energy requirement

    and greenhouse gas (GHG) emissions. Therefore, it is fair to say that conducting life cycle studies on

    building stocks in Singapore is only beginning to catch on.

    1.2 Applying life cycle assessment (LCA) to analyse energy consumptions of entire buildings

    LCA is a process whereby the material and energy flows of a system are quantified and evaluated

    according to their life cycle stages, which, for a typical building, normally include the material

    extraction, production, transportation, construction, use (also known widely as operation),

    renovation, deconstruction and/or demolition, and recycling stages. According to international

    organisation for standardisation (specifically, ISO14040) [5], LCA studies generally consist of four

    phases: goal and scope definition, life cycle inventory (LCI), impact assessment and interpretation of

    results. The goal and scope defines the objectives, assumptions and system boundaries of the

    studies. The LCI involves data collection and calculations to quantify material and energy inputs and

    outputs of the defined system. Impact assessment evaluates the significance of potential

    environmental impacts based on the LCI. Finally, these impacts, which may be expressed in the form

    of global warming, are calculated for environmental assessments. As a whole, LCA allows for

    comparative evaluations of impacts of different processes and building materials on the

    environment.

    There were LCA studies done specifically on quantifying energy consumption during the different

    life cycle stages; this approach is known as life cycle energy analysis (LCEA). Ramesh et al. [6] divided

    the energy uses in the various life cycle stages into initial embodied energy (EE), recurring embodied

    energy (EEr), operating energy and demolition energy. During periodic building maintenance, energy

    is used to refurbish the building, whereby materials are either repaired or removed and then

    replaced with new ones. The EEr used for such maintenance is the sum of the embodied energy of

    the material and the energy used for working on these materials. The sum of these energy

    components is known as life cycle energy. Their definitions are concurred by most of the studies in

    the current literature.

    Many LCEA have been conducted. Studies such as [7], [8], [9] and [10] showed that as much as

    85% of the total energy consumption throughout a building life cycle was used in the operation

    phase, whereas the manufacturing of construction materials, erection and renovation of buildings

    collectively account for around 15% of the total energy use. Citherlet and Defaux [11] found that by

    reducing operation energy by 20%, through the improvement of thermal insulation of envelope, the

    total life cycle energy can be reduced by about 16%. Furthermore, they found that by further

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    increasing the insulation with technologies such as 3-paned windows with low-e coatings, the

    operation energy can be reduced by 54%, thereby resulting in an overall reduction of 49% in the life

    cycle energy.

    However, there were also studies showing that 40-60% of the life cycle energy is used in the

    production and construction stages [12]. Specifically, Thormark [13] showed for Swedish low-energy

    houses that material substitution could reduce the share of energy use in the material production

    phase by 17% for a row house and by 15% for an apartment building. Even if the EE constitutes a

    comparatively low fraction of the total life cycle energy than operation energy, opportunities to

    reduce EE should never be ignored. In fact, in certain cases, materials with high thermal insulation

    capability have lower EE (for example, cases considered in [14] and [15]). In these cases, a switch to

    these materials will result in reductions in both embodied and operation energies. In other words,

    when prescribing energy reduction solutions, one should not independently focus on the operation

    phase.

    In the majority of the whole-building LCEA and life cycle GHG analysis (LCGA) in the current

    literature, processes that are considered under the operation phase comprise of cooling, heating,

    ventilation, lighting, supply of water, heating or cooling of water, and operating of other electrical

    appliances. The end-of-life options in these whole-building LCA are usually confined to the

    demolition or recycling of building materials. Although wastes including waste heat, used water

    and solid wastes are produced from a buildings operations, management of these wastes are

    usually neither considered in the operation nor end-of-life phase; only construction and demolition

    (C&D) wastes are usually included. Put in another way, these LCA typically restricted the system

    boundary of their analyses to the building scale. However, Dodoo et al. [16] considered the role

    played by district heating from a combined cycle heat and power (CHP) plant in their LCA of the

    primary energy consumption of a wooden apartment building designed to meet the Swedish

    building code. This exemplifies an effort to integrate a district-level condition/factor into a building-

    scale analytical framework, and hence extending the system boundary. To a lesser degree, this

    observation was also made by Sartori and Hestnes [17]. If the objective of a LCA is to fully

    understand how the life cycle of a building creates an environmental impact on its immediate

    environment through creating a demand for resources and production of wastes that have to be

    assimilated into its environment then extending the conventional system boundary is necessary.

    The authors called this approach an extended system boundary perspective.

    This work contributes to the literature in two important ways: it provides the first ever LCEA and

    LCGA on a commercial building in Singapore, and adopts an extended system boundary perspective

    to fully assess the environmental impacts of the case study building. The main research objective is,

    through a comparison of the energy consumption and GHG emissions from the different life cycle

    stages, provides a guide for integrated policymaking to reduce the total life cycle energy

    consumption and GHG emissions of this building.

    2. MethodologyThe case study is an industrial project that is a six-storey ramped up food-factory in Singapore. It

    was constructed in Year 2003 at a cost of about 47 million Singapore Dollars (SGD; this is equivalent

    to USD 36.2 million), and occupies a land area of 27,029 m2

    and has a total gross floor area of 52,094

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    m2. The net tenable space is 35,262m

    2and presently it houses a total of 204 food tenants and 1 food

    court. The building has a total common area of 16,832m2. With operations round the clock, the food

    factory sells food products for the mass market, which includes the selling of basic food such as salt

    and rice, production of foods such as soy bean products, cakes and pastries, providing catering

    service for functions and events. Equipped with various green features, including daylighting

    technologies, it is poised to be exemplary for green design for multi-storied commercial buildings in

    Singapore, it is chosen as the main subject of this study.

    The facilities managers who are in-charged of the monitoring of its building performance

    frequently collect and collate reports on, for example, utilities consumption and waste volume

    collection reports. In addition, the volume of construction materials used for routine maintenance

    were also measured and recorded within payment systems for audit purposes. These data sets were

    shared with us during this study.

    However, due to the lack of reliable data, GHG emissions and energy usage arising from the

    transportation of individual building users and delivery vehicles, and sewage discharge were

    excluded from the study. Carbon offset potential from existing onsite greenery was also excluded. In

    determining what types of emissions to consider for each of these life cycle stages, we followed the

    guidelines of the World Resource Institute (WRI) and World Business Council for Sustainable

    Development (WBCSD) [18], which categorizes emissions into 3 scopes: scope 1 refers to all direct

    onsite emissions; scope 2 refers to the embodied emissions in purchased energy; and scope 3 refers

    to all indirect emissions. Table 1 shows the system boundary considered for the LCEA and LCGA and

    the different types of emissions that were considered for each of the life cycle stages.

    Data for the LCIs was obtained using two approaches. Process analysis was applied to find out the

    energy use and emissions for every detailed process in each of the life cycle stages considered. In the

    absence of reliable process data, macroscopic industry-wide data extracted from economic input-

    output (EIO) tables was used. This hybrid method is widely known as the EIO-LCA methodology. The

    detailed methodologies and source of data and information are described in the following sub-

    sections.

    2.1 Production and transportation of building materials

    Table 2 shows the quantity of different types of building materials utilized in the building. This

    distribution is similar to the case study on a building in Thailand [19], in which the authors found that

    steel and concrete together accounted for 77.8% of all EE. Only the EE and EEm (embodied

    emissions) contributions by concrete (Ordinary Portland Cement (OPC), gravel, sand) and steel were

    considered in this study. This data is derived using the process analysis approach. Singapore imports

    most of its OPC from Taiwan. The energy consumption data associated with the stages from

    secondary raw materials to OPC production were obtained from companies based in Hualian, Taiwan

    [20]. The fuel consumption data from transportation of manufactured OPC from Hualian to

    Singapore was also obtained by Teo et al. [20]. Diesel consumption for transportation within

    Singapore and associated emission data were based on an average distance of 20km from port to

    cement company and then from cement company to the location of the building. Assuming that to

    produce 1kg of OPC, 0.063kg of gypsum and 2kg of limestone are needed; the LCI of gypsum andlimestone were obtained from [21]. Furthermore, 1kg of concrete block is assumed to be composed

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    of 0.5 parts (by mass) water, 1 part OPC, 2 parts sand, and 3 parts gravel. The LCIs (including

    uncertainties in the readings) for all these constituents were taken from the study by Kua [21].

    Maghimai and Kua [22] derived the LCIs for the production of primary and secondary steel.

    Within Singapore, the production of secondary steel via the Electric Arc Furnace (EAF) method was

    considered. Singapore does not produce its own supplies of primary steel and it obtains much of its

    primary supplies from China. Therefore, LCIs for the extraction of iron ore, sintering and pelletizing,

    production via the Basic Oxygen Furnace (BOF) method and continuous casting were derived for

    China. Finally, the LCIs for the transportation of the finished steel products to Singapore were also

    estimated. The EE and EEm data for steel was taken from their work.

    2.2 Building construction

    To find the energy required for, and the resultant emissions from, construction activities in

    Singapore, the economic input-output tables of Singapore were used [23]. Table 3 shows the

    quantities of petroleum products (mostly industrial oils imported from Thailand and China),

    electricity and liquefied natural gas sales to construction industry (for construction of buildings and

    not for civil infrastructure). The direct GHG emissions are calculated using the following formula:

    (1)

    where the total GHG emission from construction is expressed as carbon equivalent. isfloor area

    ratio of the the building to the total floor area of building constructed in 2005. This allows us to

    estimate the fraction of the total construction-related emissions and energy consumption that can

    be attributed to the the building. Since the total floor area of the building is 52,094m2

    and the total

    floor area built in the whole of Singapore in 2005 is 10.419km2

    [24] the ratio is 0.005. is the

    quantity of the commodity c consumed. is the average tariff of the commodity c. is the

    emission factor for the GHG type g for every commodity c, expressed as (kgCO2 per kWh) or (kgCO2 per

    kg of commodity). The three types of emissions with the highest Global Warming Potential (GWP)

    were considered - that is, CO2, methane and nitrous oxide.

    Unlike the method employed by Kofoworola and Gheewala [19], the primary energy factor was

    not considered explicitly in eq.(1); this is because in calculating the emission factors for eachcommodity, the EE and EEm from all major life cycle stages (that is, material acquisition, production,

    infrastructure and transportation) were already included. In fact, this method is expected to be more

    accurate. The values of the variables in eq. (1) are shown in table 3.

    2.3 Building operation

    As shown in table 1, the energy consumptions and emissions due to electricity and water

    consumptions were considered. The common areas of the building hosts a range of services and

    facilities such as common corridors, staircases, ramped-up driveways, bin centres, car parking lots,

    lifts (passenger and cargo), loading/unloading bays, smoke control systems, and fire protection

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    systems. Energy is required in these areas for different functions, including provision of lightings to

    all common areas, the powering of lift motors for lift operations, pumps for distribution of water

    supplies, and fans for smoke control systems. The power supply to common areas are tracked by a

    master electricity sub-meter, which is separated from the leased and sold units in the buildings

    (these units have their own electricity sub-meters for individual accounting and billing). This model

    enables building owner to monitor and manage power consumption for areas under their operations

    control effectively. The monthly electricity consumptions are closely monitored by facilities

    executives. The total amount of purchased energy for the period between 1 Jan 2010 to 31 Dec 2010

    was used for this study, and it was found to be 1,946,430 kWh. The GHG emissions from the use of

    electricity were then computed using the tier 2 (country-specific) approach recommended by the

    Inter-governmental Panel on Climate Change (IPCC) [25]. That is,

    (2)

    where means a fuel mix of 80% natural gas and 20% fuel oil, and the emission factorof

    0.5863kgCO2/kWh was taken from Tan et al. [26].

    Singapore gets 60-70% of its water supply from imported water (from Malaysia) and the local

    water catchment areas. Our LCA of water considered the main stages of the water treatment

    process screening and grit removal, primary sedimentation, coagulation and flocculation,

    secondary settling, filtration, sludge processing, disinfection and distribution. The system boundary

    is shown in Fig.1. Similar to the electricity case, the emission from water consumption can be

    computed as follows:

    (3)

    Wong [27] found that the emission factor of water in Singapore is approximately 0.150 kg CO2-e / m3

    of

    water. The total water consumption for the assessment year was 40,188.9m3

    (obtained from the

    facilities managers of the building).

    Since the design lifespan of the building is 30 years, we estimate its lifetime emissions and energy

    consumption during the operation phase by multiplying the values derived above by 30 years.

    2.4 Building maintenance and renovation, EEr

    For this life cycle stage, the EEr associated with the renovation of the different areas within the

    building was considered. Due to possible changes in the tenants, individual units in the building may

    undertake their own renovation works. These may include the changing of carpets, wall tiles and

    installations of new computers. However, for the past few years, it has been observed that several

    types of materials namely, concrete, cement, sand screed, and mild steel represent about 80% of

    the renovation materials; only these were considered. The formula used is

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    (4)

    where is the average lifespan of the material and is the design lifespan of the building,

    which was taken to be 30 years. is the quantity of the material and is the embodied energy of

    material per unit mass. Eris the energy required for the renovation to be performed on material i.

    In summary, eq. (4) calculates the number of times a certain material will be replaced throughout

    the design lifespan of the building, and multiply the result by the embodied energy of a unit mass of

    that material during renovation; this is then added to the energy required for working on that

    material to yield the total EEr.

    Since these materials were replaced once per year, we take the value ofLi as one. The value ofEr

    was taken from Yap [28]. Inventories for transportation of the salvaged concrete and steel to

    recycling centres were computed based on an average distance of around 30km using the same

    model used in reference [29].

    2.5 Building end-of-life

    As mentioned earlier, traditionally, the literature covered only the demolition or recycling of

    demolition wastes during this life cycle stage. Besides considering these, we also adopted the

    extended system boundary perspective to explore the energy consumption and emissions due to

    management of wastes produced during the operation phase.

    2.5.1 Demolition of buildings

    Energy consumption in this phase was calculated from the use of demolition machinery and

    tools. Phua [30] conducted a series of case studies on demolition projects of similar scale, each of

    which requires an average of 4 months to complete. Energy consumption is estimated from the use

    of onsite generators and from electricity bills. Diesel consumptions are found for tractors, crushers,

    breakers, backhoes and electro-magnetic separator/sorter. The total amount of electricity and fuels

    recorded for each of the demolition projects was then divided by the total mass of wastes collected

    in each project to give the average energy consumption and emission intensity of demolition. This

    intensity was applied to estimate the buildings energy requirements and emission during demolition

    in the future.

    After demolition, the wastes are transported to the sorting centre in the north-western part of

    Singapore. The distance between the building and this centre is about 35km. Assuming that the rates

    of recovery of different types of building materials in the building are similar to the cases covered in

    Phuas study, and that the trucks used for transporting these wastes always travel with full loads, the

    total fuel demand of transportation can be estimated. The total emissions and energy consumption

    of this stage included the EE and EEm of the fuels (mostly diesel) used in the demolition process.

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    2.5.2 Extended system boundary perspective: management of wastes generated during operation

    General Industrial Waste (GIW) accounts for at least 80% of the total 2.613 Mtons of waste

    generated from the building in the year of this study. Majority of the waste are wet food wastesgenerated from the processing of food products. As part of performance monitoring, it is a

    requirement for the waste collection contractor to submit daily waste disposal records reflecting the

    volume of waste sent to incineration plants. Such requirement had allowed for monthly waste

    volume output to be recorded and these records were used for this research. Recyclable wastes

    accounted for only about 1% of the wastes generated, whereas the remaining 19% was divided

    between sewage and sludge wastes; since consistent data for these wastes was absent, they were

    left out from the study.

    GHG emissions from the incineration plant and transportation of wastes were accounted for; this

    included transportation of wastes from the building to incineration plant (Senoko Power Plant,situated in the north part of Singapore), transportation of ash from incineration plant to Tuas Marine

    Transfer Station, subsequent shipping of the ash offshore to Pulau Semakau landfill site and the final

    landfilling of the ash. Fig.2 summarizes the system boundary of this stage. CO2 emissions factor from

    incineration in Singapore was adopted from Tan et al. [26] namely, 1.6kgCO2 per kg of waste

    incinerated.

    Methane (CH4) emissions are generated as a result of incomplete combustion during the

    incineration. Hence, such emissions are more significant for incinerators which are poorly

    maintained or having low oxygen level. In large and well-functioning incinerators, such emissions are

    usually small in volume. Nevertheless, we considered this type of emissions as well, using the IPCCtier 1 method:

    (5)

    where, the factor 21 is the GWP of CH4, IWiis the total amount of solid waste of type i(wet weight)

    incinerated (measured in thousand tons per year), EFCH4 is the aggregate CH4 emission factor in kg CH4

    per thousand tons of waste, and the factor 10-6

    is for converting the unit kilogram to thousand tons.

    Since the Senoko incinerator belongs to the continuous incineration, stoker type, the typical EFCH4 is

    taken to be 0.2 [25].

    During the combustion process, Nitrous Oxide (N2O) is emitted at relatively low combustion

    temperature of between 500C and 950C. The amount of N 2O emissions from waste combustion

    depends on the type of technology, combustion conditions, technology applied for NOx removal as

    well as the contents of the waste stream. Similar to the case of methane emissions, N2O emissions

    can be calculated using the IPCC tier 1 method:

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    (6)

    where 310 is the GWP of N2O, IWi is the total amount of solid waste of type i (wet weight)

    incinerated (measured in thousand tons per year), and EFN2O is the aggregate N2O emission factor in

    kg N2O per thousand tons of waste. The typical EFN2O for the incinerator that Senoko Power Plant

    typifies is 47 [25].

    SenokoPower Plant consumes around 0.05TWhe annually for its internal operations (including

    the various operations related to electricity generation) 3% of which is derived from the

    combustion of about 1.3Mtons of wastes. By direct proportion, the 2,613 tons of wastes produced

    by the building that is combusted at Senoko accounts for about 10,916MJ of electricity generated for

    its operations. The remaining 97% of Senokos energy supplies are derived from natural gas; the EE

    and EEm of natural gas were also considered in this life cycle stage. Data for the entire

    transportation sequence and final landfilling of the incinerator ash was taken from an earlier study

    by Kua [29]. The energy consumptions and emissions results derived for one year were multiplied by

    30 years to represent the lifetime energy consumptions and emissions of the building.

    3. ResultsThe raw materials acquisition and processing of building materials of the building required a total

    of 27.9TJ of energy and emitted about 10.94 Mtons of CO 2 equivalence. A comparison of the

    embodied and operation energy over its lifespan of 30 years indicated that the embodied energy

    was about 13.2% of the operation energy (regardless of whether the embodied energy of the water

    consumed is also considered). This value agrees well with a similar building operating in similar

    tropical climatic conditions in Thailand [19]. However, the 30-year operation energy of the the

    building was found to be 5.96GJ/m2; this implies an annual energy consumption of 55.2kWh/m

    2,

    which is within the 15th

    percentile of commercial buildings in Singapore.

    Comparisons of the energy consumption and GHG emissions of the various life cycle stages were

    made with and without considering waste management.

    3.1 Waste management not considered

    The building is expected to consume 245.45 TJ of energy and emit 42.88 ktons of GHG

    throughout its 30-year lifespan. The contributions of the various life cycle stages to the life cycle

    GHG emissions and energy consumption were shown in Figs. 3 and 4. Materials production

    accounted for 13.71% of the GHG emissions and 11.37% of the energy consumption. This agrees

    with the results of Ramesh et al. [6] and Koforowola et al. [19]. The construction process accounted

    for only 0.96% of the emissions and 0.91% of the energy consumption, which also agree well with

    previous studies ([6], [19], [31], [32], [33] and [34]). Lifespan operation of the building is expected to

    consume 86.10% of the total energy and emit 80.27% of the GHG emissions. Demolition accounted

    for about 0.37% of the energy consumption and 0.40% of the GHG emissions, which agree well with

    the study by Koforowola et al. [19].

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    3.2 Waste management considered

    If the waste management stage is considered within the system boundary, it was found that the

    life cycle energy consumption and GHG emissions were increased to 246.46 TJ and 169.26 ktons

    respectively. This means that waste management increases the total life cycle GHG emissions by

    3.95 times.

    As shown in Figs. 5 and 6, waste management contributed 74.67% of the total emissions, and the

    operation and material production phases contributing 20.33% and 3.47% of the emissions

    respectively. The share of emissions of all other life cycle stages also decreased. Since the energy

    demand of waste management is typically low, it contributed 0.47% of the energy consumption and

    did not significantly change the distributions of energy observed in the previous section.

    3.3 Sensitivity analysis

    An important part of a LCA is examining how results can change in the presence of uncertainties

    and variability in data. The comparisons involving waste management were based on the

    assumption that the annual waste generation rate of the building is maintained throughout its

    lifespan. However, the relative emission contributions of waste management and operation will

    change with the amount of waste generated. As shown in Fig. 7, waste management contributes

    more emission than operation unless the lifetime emission from waste management is only 35

    ktons. For this to happen, an average annual fractional change in emission, r, is required and it can

    be found by solving the following equation:

    (7)

    where 4.213 ktons is the GHG emission from the 2.613 Mtons of wastes produced during the year of

    study. r was found to be about 0.88; that is, for waste management and operation to contribute

    equal percentage of emissions, there has to be a reduction of 12% of waste production every year.

    This is equivalent to every one of the 204 units in the building reducing his/her daily waste

    production by 4.2kg for the first year. It was assumed that reducing the waste generation will

    neither affect nor be affected by the use of electricity and/or water during the buildings operation

    stage.

    4. Integrated multi-level policy and technology strategies to reduce the impact of wastemanagement

    Conventional LCEA and LCGA for buildings point to the operation stage of buildings as the stage

    where most attention is needed to reduce the overall environmental impact of buildings. This has

    given rise to technology, design and policy strategies focusing on energy conservation and

    renewable energy utilization. However, if the system boundary is extended to include the impacts

    due to the management of the wastes, this study showed that incineration of wastes produces much

    more emissions than the operation of buildings. Hence, the extended system boundary perspective

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    provided a hint that attention should be put on reducing the generation of all types of wastes (and

    not just on C&D wastes) during the operation phase of the building and increasing the recycling of

    those wastes that have to be inevitably produced.

    It is important to note that total life cycle emissions of a building cannot be reduced merely

    through building-level strategies. For example, if local power stations rely on incineration of wastes

    as a cheap method of generating electricity, then there may be a certain degree of resistance from

    municipalities to fully support waste recycling. To be successful in increasing total recycling rate and

    hence reducing incineration, what is needed is a confluence of policies operating coherently at

    different scales to increase waste sorting, collection and recycling. This can be seen as a form of

    integrated sustainability policy, which was defined by Kua [35] as a policy that tackle multiple

    objectives or indicators at the same time in a coherent manner. Fig.8 showed a multiple time- and

    spatial-scale model that defined the operational scales and material flow relations among different

    downstream life cycle stages of buildings and the physical environments in which they are

    embedded. To reduce the reliance on waste incineration for energy production, differentapproaches at the building, precinct and national levels are required. A near term strategy is to shift

    toward a higher utilization of natural gas as fuel for power plants. A long term solution is to increase

    the share of renewable energy at the national or municipal/precinct levels; a detailed discussion of

    renewable energy policies is beyond the scope of this study.

    Concurrently, more efforts should be made to increase waste sorting and collection at the

    building and precinct levels (readers are referred to [36] and [37] for more discussions on this

    matter). As material flows across different geographical levels (Fig.8), energy is consumed for

    transportation and GHG is emitted. Therefore, strategies taken at the building and precinct levels are

    preferred (shaded blocks in Fig.8). In the building, the majority of the 80% of the GIW generated are

    food wastes, so building and precinct level strategies such as decentralized food waste digesters and

    micro-generators could be considered. Energy generated can be directly fed back to the building or

    the national grid. Asian Square Tower One in Singapore has recently installed a biodiesel generator

    that runs on waste cooking oil collected from the towers own and neighbouring food centres. This

    system can be improved by installing an onsite modular bio-digester and connecting it to the biofuel

    generator.

    Residential buildings can be redesigned to encourage waste sorting at the building level. For

    example, more than 80% of Singapores population live in high-rise flats where wastes are disposed

    in common refuse chutes. Recently, the Singapore government has initiated changes to the design of

    new flats in a new housing estate known as Punggol New Town. The new design provides separate

    chutes for different types of wastes, and it is hoped that this will encourage more residents to sort

    their wastes into recyclables and non-recyclables at source. Nationwide and within precincts, efforts

    were made to re-design the immediate physical surrounding of a building to encourage waste

    sorting; an example is the town councils installing more recycling bins within close proximity of a

    building. However, these measures may not result in substantial increase in waste recycling; this is

    because local waste recyclers find it difficult to clean collected recyclables that are contaminated

    with food wastes and hence a considerable portion of these recyclables are incinerated instead.

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    Therefore, in addition to providing separate chutes, the government should consider providing a

    special chute outlet for food wastes and encourage residents to clear food wastes from recyclables

    before discarding recyclables in appropriate chutes. The food wastes can then be collated at the

    precinct-level facility, where a bio-digester can be employed to produce biogas from the wastes; the

    biogas can then be used to run a biofuel generator. Possible feedstock sources include food centres,

    supermarkets and restaurants near the precinct. These food wastes can be collected through a

    system comprising manual collection by commercial vendors and automated technologies (such as

    waste suction system). Incentives should also be provided to encourage households sort out food

    waste at home. For example, if separate metering is possible, each household will pay a lower

    electricity tariff for electricity generated from food wastes. This system, however, requires a

    separate micro-grid to be constructed and keeping the electricity cost down will require substantial

    subsidies from the government. Incentives should also be provided for firms to undertake the

    collection of wastes and operating the decentralized technologies (such as the biofuel generator).

    Local businesses trading products and goods made from recycled paper and plastic (such as indoor

    panels made from recycled plastic fibres) should also be given monetary incentives (such as, lowerstore rental rates) to operate in the precinct.

    5. ConclusionsWhile traditional way of demarcating system boundary for whole-building LCA has been helpful

    in highlighting the importance of energy conservation and emission reduction in the operation

    phase of buildings, extending the traditional boundary to include waste management reinforced the

    need to reduce waste production and increase waste recycling in building operation. This study

    showed that unless drastic waste reductions occur within the building, lifetime emissions from

    waste management will exceed lifetime emissions from operation of the building. This led one to

    think about how building technology and design can be changed so that waste recycling can be

    improved. A few examples were described in this work. Most important, we argued that technology

    innovations and design modifications will only result in net waste reduction if they happen in

    coherence with other policies within an integrated framework.

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    Fig.1 System boundary for water supply to GEK

    Fig.2 System boundary for management of industrial wastes produced by GEK.

    System Boundary

    Screenin and Grit Removal

    Primar Sedimentation

    Coa ulation & Flocculation

    Secondar Settlin

    Filtration

    Slud e rocessin

    Disinfection

    Distribution Process

    Channelling of water from

    Malaysia (import)

    Inputs Outputs

    Electricity and fuel

    Channelling of water from

    reservoirs

    ChemicalsGHG emissions

    GHG Emissions

    Fuel

    System Boundary

    Industrial Waste Collected

    Tipped off and incinerated at Waste

    Incineration plant

    InputsOutputs

    Incineration Process

    Electricity

    Ash transported to landfill site at Semakau

    via marine transfer at Tuas and then

    processed in Semakau.

    gure(s)

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    Fig.3. Contributions of life cycle stages toward life cycle GHG emissions (when waste

    management was notconsidered).

    ProductionConstruction

    Operation

    Renovation

    Demolition80.27%

    13.71%4.67%

    0.40%

    0.96%

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    Fig.4. Contributions of life cycle stages toward life cycle energy consumption (when waste

    management was notconsidered).

    Production

    Construction

    Operation

    Renovation

    Demolition86.10%

    11.37%1.25%

    0.37%

    0.91%

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    Fig.5. Contributions of life cycle stages toward life cycle GHG emissions (when waste

    management was considered as well).

    Production

    Construction

    Operation

    Renovation

    Incineration

    74.67%

    20.33%

    3.47%

    1.18%

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    Fig.6. Contributions of life cycle stages toward life cycle energy consumption (when waste

    management was considered as well).

    Production

    Construction

    Operation

    Renovation

    Demolition

    Incineration85.74%

    11.32%

    0.91%

    0.47%0.37%

    1.25%

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    Ac

    cept

    edMa

    nusc

    rip

    0

    10

    20

    30

    40

    50

    60

    70

    80

    90

    0 20 40 60 80 100 120 140 160 180

    PercentagecontributionoftotalGHGemissions

    Total GHG emissions from life cycle stage (ktons)

    Waste management

    Operation

    126.4

    74.7

    44.5

    35

    Fig.7. Comparison between the GHG emission contributions of the operation stage and waste management stage.

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    Ac

    cept

    edMa

    nusc

    rip

    OPERATION/USE OF

    BUILDINGS

    BUILDING LEVEL

    PRECINCT/

    MUNICIPAL LEVEL

    NATIONAL LEVEL

    INTERNATIONAL

    LEVEL

    WASTE

    PRODUCTION

    WASTESORTING

    WASTE

    SORTING

    USE OF BUILDINGS

    INCINERATION

    INCINERATION

    ENERGY

    PRODUCTION

    NATURAL GAS

    RENEWABLES

    TIME

    ENERGY

    PRODUCTION

    RENEWABLES

    WASTE

    SORTING

    WASTE

    RECYCLING

    WASTE

    RECYCLING

    WASTERECYCLING

    GEOGRAPHICAL

    SCALES

    Fig. 8 Multiple time- and spatial-scale framework, describing the operational scales and possible material flow relations among

    different downstream life cycle stages of buildings and the physical environments in which they are embedded.

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    Traditional LCA boundary for buildings is extended to include waste management. Greenhouse gas emissions from waste management are higher than the use phase. We proposed an integrated framework in which building level strategies are used to

    promote waste sorting, collection and recycling.

    ighlights