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                    DEMAND AND CARBON 
                      EMISSIONS ASSESSMENT  
                    The starting point to the whole carbon 
                      neutral community pathway is the assessment of the demand 
                      and carbon emissions of the community.  
                    Assessment of the community is essential 
                      to determine the current demand and hence emissions by the 
                      community as well as the efficiencies of the buildings.Based 
                      on the assessment, the suitable building fabric improvements 
                      and appliances upgrade can be identified to be implemented 
                      in the reduction of the demand and carbon emissions.   
                    In order to carry out assessment on the 
                      demand and carbon emissions of the community, we must first 
                      collect relevant data and analyse them.   
                    The ideal way of determining the current 
                      demand and carbon emissions is through the energy bills. 
                      However, this is usually difficult to obtain especially 
                      when gathering data from the residential sector. In the 
                      absence of the energy bills, estimates have to be made using 
                      estimation or suitable modelling tool. The required data 
                      for this are basically demographics and building stock of 
                      the community. They are important as demand and carbon emissions 
                      can be estimated from them.
  
                       
                         
                          
                          
                      DATA REQUIRED A) Energy Bills Energy bills that we are interested in 
                      is the gas, electricity and oil (for heating) bills. This 
                      could be an annual, quarterly or monthly bill. However, 
                      the objective is to find out the annual energy consumption 
                      per household and finally the community The type of demographics data that we 
                      are looking for are;   
                       
                         
                           o No and type of households in 
                            the communityo Occupancy levels
  
                      C) Building Stock The building stock is actually more related to estimating 
                        the current level of building efficiency which includes 
                        the appliances in the households. The data that we are 
                        interested in are;  
                       
                         
                           o Building types (flat, terrace, 
                            semi-detached etc.)o Building periods (Victorian, 1920s-1950s council 
                            houses, new build etc.)
 o Window glazing
 o Insulation Levels (Loft, floor, wall, draught-proofing 
                            etc)
 o Type and number of electrical appliances and their 
                            energy efficiency ratings
  
                      
 DATA SOURCE  
                      There are many ways to obtain the data. Generally, they 
                        are available from the city council or through carrying 
                        out your own site survey, questionnaire or energy audit.  
                      i) City or Community Council It is advisable to try finding the data from the city 
                        or community councils first as the other sources of getting 
                        hold of the data is energy and time consuming. Also, make 
                        it a point to make an appointment and check the opening 
                        hours before going to the councils and archives. The Stirling 
                        archive for example, is open to the public from Mondays 
                        to Wednesdays only. Please note however, that you might 
                        be charge for the data if the requested data is not meant 
                        for academic purposes. Usually, there are published census data 
                      on the website which gives information on the demographics 
                      of the community. Stirling census 2001 can be reached through 
                      this link. However, a request or visit to the planning department 
                      and/or archives is most likely necessary in order to establish 
                      your building stock especially if you are planning to conduct 
                      a site survey, questionnaire or energy audit.  You can get the latest site map of your 
                      community from the planning department. This is extremely 
                      useful in strategising your site survey. Meanwhile, the 
                      older area plans and building plans can be found in the 
                      archives.  
                      ii) Site survey
 Site survey is basically collecting data through walking 
                        around the neighbourhood and records your observations. 
                        Suitable data to collect using this method is building 
                        types such as tenement, semi-detached, detached and terrace. 
                        Site survey can also be used to determine the build period 
                        of the buildings in your community (Victorian, 1920s council 
                        houses, new build etc). You could also find out some information 
                        regarding the insulation level of the buildings such as 
                        the window glazing type. Also, this method is simple; 
                        it is very time and energy consuming. For a more accurate 
                        data, you will have to knock on some doors, one per every 
                        street to get the representative data of the street.  
                       
                         
                           Build Period  
                            If you are surveying for residential buildings, 
                              here are some general tips in recognising the different 
                              build periods 
    
                     
                      
                         
                          | Build 
                              Period  | Typical 
                              Characteristics |   
                          | Victorian 
 | 
                               
                                Large solid stones 
                                Natural slate roofing |   
                          | 1920s-1950s 
                              council houses 
 | 
                              Harled exteriorGenerally ‘two up two down’ |   
                          | New build 
                              (post 1980) 
 | 
                               Brick leafTimber framed construction |     
                    
                     
                      The questionnaire must be design and tailor-made to your 
                        method of analysing the data especially when software 
                        is involved. It is advisable that the questionnaire be 
                        structured as simple, short and as concise as possible 
                        to ensure the person who fills it in does not lose interest 
                        or be discouraged. Bear in mind that you must have a representative 
                        sample or statistically significant sample size for your 
                        questionnaire. Typically, the sample size used is ten 
                        percent of the population size. There are many ways to distribute the 
                      questionnaire so as to optimise the response. Some of them 
                      are listed below;  
                       
                         
                           1. Through the mail - should include 
                            return stamp and envelope with return address written 
                            on it.2. Through emails
 3. Face to face interview
 4. Email the questionnaire prior to face to face interview
  
                      A sample of the improvised questionnaire used in our 
                        case study can be found here. 
 Energy audit is a very detail version 
                      of a questionnaire. It is the most accurate way of obtaining 
                      the energy consumption pattern of the community. It would 
                      be most beneficial if you are trying to estimate the demand 
                      profile of the community as well as suggesting upgrades 
                      of appliances. Energy Audit is usually carried out for the 
                      industrial sector.  
                    The collected data must then be processed 
                      and analysed to establish the building stock in particular 
                      efficiency of the building. The current demand and carbon 
                      emissions are then calculated. Many methods can be adopted 
                      to analyse the data and most of them can be done by using 
                      spreadsheet especially if you have the energy bills.  
                      Calculating Current Demand and Carbon Emissions
 i) Using Energy Bills  
                      Simply sum up all the electricity and gas bills of all 
                        the households within the community.  
                       
                        Total electricity used by the community 
                          in a year = a kWhTotal gas used by the community in a year = b 
                          kWh
 
  
                      Meanwhile, to find out the amount of carbon emissions 
                        by your community multiply the annual total amount of 
                        gas used by 0.19* and annual total of electricity by 0.43*. 
                        
                       
                        Total carbon emissions from gas = 
                          a x 0.19 = c 
                          kg CO2Total carbon emissions from electricity = b 
                          x 0.43 = d kg CO2
  
                      However, some households still use oil-burning boiler 
                        for space and water heating. If this is the case, carbon 
                        emissions from the oil can be calculated by multiplying 
                        the amount of oil used in a year in litres with 2.975*.  
                       
                        Total oil used by the community in 
                          a year = e litresTotal carbon emissions from oil = e 
                          x 2.975 = f kg CO2
 
  Therefore, total domestic annual energy 
                      demand in the community = a + b + 
                      e kWhAnd, total domestic annual CO2 emission in the community 
                      = c + d + f  kg CO2
    
                       
                        Alternatively, there are many online 
                          carbon calculators. Some of them are listed below:  
                    *Source:  
                       
                        
                        
                      ii) Using National Annual 
                        Average Energy Consumption  
                      In the absence of energy bills, a rough 
                        estimation of current demand and carbon emissions can 
                        be made using the national annual average energy consumption. 
                        For this approach, you will need the number of households 
                        or number of residents in the community.  
                    
                       
                        | 2003 Annual 
                            Demand Data(Source: Department of Trade and Industry)
 | Consumption 
                            (kWh) |   
                        | Total domestic energy consumption per household | 27,630 |   
                        | Total domestic energy consumption per capita | 11,410 |   
                    Total energy used by the community in 
                      a year   
                       
                        = number of 
                          households x 27,630 kWh or= number of residents x 
                          11,410 kWh
 This time, the carbon emissions can be 
                      found by multiplying the annual total amount of energy used 
                      by the community by 0.189  
                      iii) Using modelling tools. In the absence of energy bills and you 
                      would like to have a more accurate estimation of the current 
                      demand and carbon emissions, modelling tools should be used. 
                      The team used an in-house developed tool called Strathclyde 
                      Domestic Energy Modelling (SDEM). Unfortunately, it is not 
                      publicly available. However, the team has developed a tool 
                      which can generate daily electricity and heating (gas) demand 
                      profiles of the community. From this demand profiles, annual 
                      energy consumption can be derived and converted to carbon 
                      emissions.  
                       
                        
                       There are also other online tools that 
                      can help you with this. All you have to do is choose a representative 
                      household for each household type and then multiplying it 
                      with the relevant number of households. One of them can 
                      be found through the link below:  
                       
                        
                        
                     
  
                    To view sample of data analysis done 
                      on the case study: the Riverside community, please click 
                      here . |  |