Corporate Services Division Assurance and Forensic Department Contracted North-West University to execute this project The Measurement and Verification Guideline: CFL Distribution Projects Project Name: Measurement and Verification Guideline: CFL Distribution Project Number: N/A Report Type: M&V CFL Guideline (Version 4, Revision 2) Reporting Period: N/A Report Issue Date: 1 OCTOBER 2010 Report Number: PM/M&V/NWU – 10/11 Revision Number: M&V CFL Guideline v4r2.doc Compiled by: ……………………………………………… Date: 28 Sep 2010 Date: 28 Sep 2010 Caren Coetzee M&V Team member North-West University Authorized by: ……………………………………………… Christo van der Merwe M&V Team North-West University Submitted to: Corporate Services Division Assurance and Forensic Department Eskom Measurement & Verification Guideline: CFL Distribution Projects Table of Contents 1 INTRODUCTION...................................................................................................................... 1 2 OVERVIEW OF CFL DISTRIBUTION PROJECTS ................................................................ 1 2.1 INTRODUCTION ....................................................................................................................... 1 2.2 TYPES OF CFL DISTRIBUTION PROGRAMMES ........................................................................... 1 2.2.1 Door-to-door programmes ......................................................................................... 1 2.2.2 Exchange programmes .............................................................................................. 1 2.2.3 RLM-accompanied CFL programmes ....................................................................... 2 2.2.4 Sales campaigns......................................................................................................... 2 2.3 CLASSIFICATION OF CFL PROJECTS........................................................................................ 2 2.3.1 Data acquisitioning through data loggers ............................................................... 2 2.3.2 Data acquisitioning through questionnaires ........................................................... 3 2.3.3 Classification 1 – Low-income urban areas ............................................................. 5 2.3.4 Classification 2 – Low-income rural areas ............................................................... 7 2.3.5 Classification 3 – Middle to high income RLM project ........................................... 8 2.3.6 Classification 4 – Exchange programmes ............................................................... 9 3 MEASUREMENT AND VERIFICATION OF CFL DISTRIBUTION PROJECTS .................. 10 3.1 SCOPE AND BASELINE .......................................................................................................... 11 3.1.1 3.1 Classification of CFL Project ................................................................................... 11 IMPACT CALCULATION METHODOLOGY .................................................................................. 14 3.1.2 Demand ...................................................................................................................... 14 3.1.3 Electricity consumption ........................................................................................... 14 3.1.4 Emissions .................................................................................................................. 15 3.2 POST-IMPLEMENTATION AND PERFORMANCE ASSESSMENT .................................................... 16 3.3 PERFORMANCE TRACKING AND SUSTAINABILITY ASSESSMENTS ............................................. 16 3.1.5 Performance Tracking .............................................................................................. 16 3.1.6 Sustainability Assessments .................................................................................... 16 4 M&V CFL APPLICATION ...................................................................................................... 18 4.1 M&V CFL APPLICATION INTERFACE AND INPUTS ................................................................... 18 4.2 M&V CFL APPLICATION REPORTING OUTPUT ....................................................................... 23 5 REFERENCES....................................................................................................................... 25 6 CONTACT DETAILS ............................................................................................................. 26 Page i Measurement & Verification Guideline: CFL Distribution Projects Appendix A: Standard Operational Profiles According to Project Classification Appendix B: M&V CFL Questionnaires Appendix C: Voltage Variations - A Study Conducted by Stellenbosch University Appendix D: Import Schedule Excel Format Appendix E: Sustainability Assessment Questionnaire Page ii Measurement & Verification Guideline: CFL Distribution Projects NOMENCLATURE c Cent CFL Compact fluorescent light DB Distribution board DSM Demand side management ESCo Energy Service Company kVA Kilovolt-ampere kW Kilowatt kWh Kilowatt-hour LUX The metric unit of measure for luminance at a surface M&V Measurement and verification MW Megawatt MWh Megawatt-hour R Rand RLM Residential load management V Voltage Page iii Measurement & Verification Guideline: CFL Distribution Projects 1 INTRODUCTION This is the measurement and verification CFL guideline that is developed and needs to be approved by all the M&V teams before the finalisation of the guideline. 2 OVERVIEW OF CFL DISTRIBUTION PROJECTS 2.1 Introduction Eskom have embarked on an Efficient Lighting Initiative which have already made a substantial contribution to the demand-side management (DSM) programme. Compact Fluorescent Light (CFL) distribution projects are implemented all over South Africa to reduce the energy consumed by residential lighting. Large energy savings are achieved especially in the Eskom evening peak period (18h00 to 20h00 on weekdays). This guideline describes how measurement and verification (M&V) is performed on CFL distribution projects as well as the basic M&V deliverables for these projects. A detailed description is provided on the data that need to be gathered in order to develop the project baselines as well as the procedures that are followed to develop project baselines. 2.2 Types of CFL distribution programmes There are four types of CFL distribution programmes, namely: Door-to-door programmes, Exchange programmes, RLM-accompanied CFL programme and sales campaigns. 2.2.1 Door-to-door programmes These programmes include the supplying of, as well as the installing of, CFLs. These types of programmes usually consist of a CFL roll-out in low- to middle-income townships or urban settlements. The advantage of these types of programmes is that the CFLs are immediately implemented and optimum results are achieved. 2.2.2 Exchange programmes These programmes require that consumers exchange their incandescent lights for CFLs at designated exchange points e.g. Municipal offices, Eskom regional offices and shopping centres. With this type of programme there is no certainty when, where, and if the CFLs will be installed which complicates the saving calculations. Page 1 Measurement & Verification Guideline: CFL Distribution Projects 2.2.3 RLM-accompanied CFL programmes These programmes include only the supplying of CFLs to the households where a geyser control switch is installed and it is the responsibility of the household to install the CFLs. These programmes usually include middle- to high-income households in urban settlements. With this type of programme there is no certainty when and if the CFLs will be installed which complicates the saving calculations. 2.2.4 Sales campaigns The programme promotes the sale of CFLs by subsidising the price of the CFLs. It is difficult to track the purchaser as the details of the purchaser are not known. Extensive surveys may be needed to eventually capture this type of information to calculate energy savings as seen by the national electricity grid. 2.3 Classification of CFL Projects CFL distribution projects involve thousands of households, each with a different profile for their light usage. In order to keep M&V costs at acceptable levels, it was proposed that residential areas should be classified according to certain characteristics, and that operational profiles and typical lighting installed be determined for each classification. Then CFL projects only have to be classified according to certain characteristics and the applicable operational profiles can be used without measuring the operational profiles again. 2.3.1 Data acquisitioning through data loggers Lighting usage profiles were obtained by installing light on/off status loggers. The status logger has a light sensitive sensor that is triggered the moment the light is switched on or off. The loggers were mounted close to or onto the light source by making use of a magnet or double-sided tape as seen in Figure 1. The light sensitivity of the logger was adjusted so that the sensors were triggered only by the light of the installed lamp. Apparently the loggers give inaccurate readings in well- Figure 1: M&V team member installing an lit areas. This problem was minimised by installing the on/off status logger. loggers in rooms with small windows or in rooms that did not receive much natural light. The loggers were also mounted with the sensor facing away from any windows. Page 2 Measurement & Verification Guideline: CFL Distribution Projects Operational profiles of a number of CFL projects were obtained. The operational profiles obtained were characterised and classified into four basic classifications: Low-income urban areas; Low-income rural areas; Middle-to-high-income urban areas; and Exchange programmes. 2.3.2 Data acquisitioning through questionnaires Questionnaires were used to record the typical lighting replacement per type of room/area during the CFL roll-out as well as the residence’s viewpoint of the typical operating hours of the lights. The data collected through the questionnaires included the following: Location, name and contact details of homeowner; Income classification: low, middle or high income group according to monthly income per household; Type and amount of incandescent lights replaced and type of room/area where the lights were removed from (development of baseline demand profiles); Type and amount of CFLs as well as the type of room/area where the lights were installed (post-implementation demand profiles); and Type of rooms/areas which include: TV rooms, dining rooms, kitchens, bedrooms, bathrooms and security lights. The questionnaires were filled in by M&V team members that accompanied ESCo fieldworkers during the CFL roll-out. An M&V assessment team consisted of two members each; one responsible for taking notes on the old lighting installed and the new installed CFLs while the other member completed the questionnaire. An example of the questionnaires used is provided in Figure 2 and Figure 3. On the first page of the questionnaire detail such as the ESCo fieldworker’s name and contact details, homeowner’s name, address and contact detail required as well as questions on the typical light usage of the household is filled in. Page 2 of the questionnaire requires information on the incandescent lights replaced (baseline development) as well as the new CFLs installed (post-implementation) per type of room/area. Page 3 Measurement & Verification Guideline: CFL Distribution Projects M&V CFL DATA COLLECTION FORM Town/City: (Please complete in block letters) (One form per house) Date: dd / mm / yyyy Esco Contractor's Name: M&V Team Member 1: Tel / Cell Number: Homeowner's Details: Homeowner's Name: Street Address: Tel Number: Cell Number: Hours of Use Questions: Weekdays Saturdays Sundays Bedroom 1 Bedroom 2 Kitchen TV room Other (spec) Bedroom 1 Bedroom 2 Kitchen TV room Other (spec) What time do you get up in the morning? Which room(s) lights switched on? (mark with ) Time you leave for work / shop / church? Time you get back from work / shop / church? Which room(s) lights switched on? (mark with ) Time you prepare dinner: Time of day you take a bath/shower: Time going to sleep at night? Figure 2: M&V CFL Questionnaire page 1 of 2. Town/City: M&V Team Member 2: Street Address: Lamp Installation Details: Removed Incandescent Lamps Power Rating 100 W 60 W 40 W Other Installed CFLs 11 W 14 W 15 W 20 W Income Classification (mark with ) 21 W 22 W TV room Dining room Kitchen Bedroom 1 Bedroom 2 Bedroom 3 Bathroom 1 Bathroom 2 Security light (outside) Other: (please specify) Other: (please specify) Other: (please specify) Light level measured (LUX): Voltage measured (V): Figure 3: M&V CFL Questionnaire page 2 of 2. Page 4 Low income Middle income High income 1 - 5 rooms 6 - 8 rooms 9 - 10 rooms no car / garage one car / garage two cars / garages Measurement & Verification Guideline: CFL Distribution Projects By combining all of the findings through completing the questionnaires, as well as installing the status loggers, CFL projects were characterised and classified. The aim is to minimise time spent and costs involved when M&V is performed on CFL projects. The long-term objective is to only use a project’s classification and representative operational demand profile to perform M&V on CFL distribution projects. A CFL distribution project can be classified according to certain characteristics associated with a CFL distribution project which include the type of CFL project as well as the income classifications of the households. A household can be classified into a low, middle or high income group by examining the amount of rooms in the household or externally by observing the number of cars or garages in a household. The income classification is defined in Table 1 below: Table 1: Income classification of households Income classification Low income Middle income High income 1 – 5 rooms no car / no garage 6 – 8 rooms one car / one garage 9 – 10 rooms two cars / two garages The above income classification method enables the M&V team members to quickly analyse the income group without interviewing the homeowner. There are currently four classifications, defined as follows: 1. Classification 1 – Low-income urban areas; 2. Classification 2 – Low-income rural areas; 3. Classification 3 – Middle to high income residential load management (RLM) projects; and 4. Classification 4 – Exchange programmes. 2.3.3 Classification 1 – Low-income urban areas Characteristics of this classification include: CFL distribution projects that are done on their own; and Project roll-out in low-income urban areas (i.e. townships). The 30-minute normalised operational profile applicable, is given in Figure 4 for an average weekday, Saturday and Sunday. The normalised operational profile values are available in Table A1 in Appendix A – Classification 1 Page 5 Measurement & Verification Guideline: CFL Distribution Projects Average Normalised Operational Profiles - Classification 1 120% Normalised Profile (%) 100% 80% 60% 40% 20% AVE Weekday AVE Saturday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 07:00 06:00 05:00 04:00 03:00 02:00 01:00 00:00 0% AVE Sunday Figure 4: Operational profile of a Classification 1 type CFL distribution project. According to the operational profiles in Figure 4 above, most of the lights are operational between 04h30 and 08h00 in the mornings and between 17h00 and 21h00 in the evening for an average weekday. These periods fall within Eskom’s peak demand periods which are between 07h00 and 10h00 in the mornings and between 18h00 and 20h00 in the evenings. Also observed from the figure is that during the daytime all lights are switched off, and that approximately 20% of the lights (security lights) are switched on during the night. Note that during the weekdays, the lights are switched on from 04h00. This makes sense if assumed that households get up early to get ready for work or school and need to travel a far distance from townships to cities or other workplaces. During weekends the households start later in the morning with their daily activities and the lights are therefore switched on later in the mornings. The typical lighting installed (before the CFL distribution) range between 40W and 100W incandescent lights. The ratio of 100W incandescent, 60W incandescent and 40W incandescent were determined from the data gathered in previous CFL projects (Soweto and Daveyton). The percentage breakage of each type of incandescent light is determined from these areas’ gathered data. The typical ratio of incandescent lights installed before the CFL roll-out for low-income urban areas in Table 2 below. The average percentage breakage per type of incandescent light is also given in this table. Page 6 Measurement & Verification Guideline: CFL Distribution Projects Table 2: Ratio and % breakage per type of incandescent light before CFL roll-out Light Type % Installed per type 100 W 40% 60 W 57% 40 W 3% % breakage 9% Table 2 above is representative of a Classification 1 type CFL project. This ratio can be used as default to determine the number of each type of incandescent lights installed in an area where no site visits could be performed before the distribution and installation of CFLs. 2.3.4 Classification 2 – Low-income rural areas Characteristics of this classification include: CFL distribution projects that are done on their own; and Project roll-out in low-income rural areas. The 30-minute normalised operational profile applicable is given in Figure 5 for an average weekday, Saturday and Sunday. The normalised operational profile values are available in Table A2 in Appendix A – Classification 2 Average Normalised Operational Profiles - Classification 2 120% 80% 60% 40% 20% AVE Weekday AVE Saturday AVE Sunday Figure 5: Operational profile of a Classification 2 type CFL distribution project. Page 7 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 07:00 06:00 05:00 04:00 03:00 02:00 01:00 0% 00:00 Normalised Profile (%) 100% Measurement & Verification Guideline: CFL Distribution Projects According to the operational profiles in Figure 5 above, most of the lights are operational between 03h30 and 08h00 in the mornings and between 18h00 and 21h00 in the evening for an average weekday. These periods fall within Eskom’s morning and evening peak demand periods. Also observed from the figure is that during the weekdays as well as weekends, the lights are switched on from 03h00 in the mornings. Note that these profiles represent low-income households in rural areas where workers usually work on nearby farms. The operating hours of a farm depends on the type of farming, such as poultry and dairy farms, and typically operates 7 days a week which corresponds with the similarity between the weekday and weekend operational profiles. 2.3.5 Classification 3 – Middle to high income RLM project Characteristics of this classification include: CFL distribution project that accompanies a RLM project where geyser control switches are installed; and Project roll-out in middle- to high-income households in urban areas. The 30-minute normalised operational profile applicable is given in Figure 6 for an average weekday, Saturday and Sunday. The normalised operational profile values are available in Table A3 in Appendix A – Classification 3. Average Normalised Operational Profiles - Classification 3 120% Normalised Profile (%) 100% 80% 60% 40% 20% AVE Weekday AVE Saturday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 07:00 06:00 05:00 04:00 03:00 02:00 01:00 00:00 0% AVE Sunday Figure 6: Operational profile of a Classification 3 type CFL distribution project. According to the operational profiles in Figure 6 above, most of the lights are operational between 05h00 and 08h00 in the mornings and between 17h00 and 22h00 in the evening for an average Page 8 Measurement & Verification Guideline: CFL Distribution Projects weekday. These periods fall within Eskom’s morning and evening peak demand periods. Note that during the weekdays, the lights are switched on from 04h00 in the morning as the households get ready for their daily activities. During weekends the household activities start later and the lights are therefore switched on later in the mornings. The ratio of 100W incandescent, 60W incandescent and 40W incandescent were determined from the data gathered in previous CFL projects (Klerksdorp, Stilfontein and Orkney area). The percentage breakage of each type of incandescent light is determined from these area’s gathered data. Table 3 gives the ratio of the incandescent lights installed as well as the percentage breakage per type of light. This is representative of a Classification 3 type CFL project. Table 3: Ratio and % breakage per type of incandescent light before CFL roll-out Light Type % Installed per type % breakage 100 W 60 W 40 W 25% 40% 35% 3% Table 3 above is representative of a Classification 3 type CFL project. This ratio can be used as default for Classification 3 in order to determine the number of each type of incandescent lights installed in an area where no site visits could be performed before the distribution of the CFLs. 2.3.6 Classification 4 – Exchange programmes Characteristics of this classification include: CFL distribution programmes through exchange points. Households can exchange their incandescent lamps for CFLs at designated exchange points situated at shopping centres. The 30-minute normalised operational profiles applicable are provided in Figure 7 below for an average weekday and weekend. These operational profiles were developed by installing profile meters at a sample of houses (20 houses) during one of the CFL roll-out programmes. Due to time constraints these profile meters were only installed at the houses for a period of one week. The normalised operational profile values are available in Table A-4 in Appendix A – Classification 4 - Exchange. Page 9 Measurement & Verification Guideline: CFL Distribution Projects Average Normalised Operational Profiles - Classification 4 (Exchange) 120% Normalised Profile (%) 100% 80% 60% 40% 20% AVE Weekday AVE Saturday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 07:00 06:00 05:00 04:00 03:00 02:00 01:00 00:00 0% AVE Sunday Figure 7: Operational profile of an Exchange CFL distribution project (Classification 4). According to the operational profiles in Figure 7, most of the lights are operational between 17h30 and 22h00 in the evening for an average weekday. This period falls within Eskom’s evening peak demand period. The normalised profiles provided for each of the four classifications as discussed in the previous sections, are used together with the lighting ratios provided to determine the baseline demand profiles that represent the lighting demand profile before the CFL distribution programme. It is assumed that the operational profiles of the households’ lighting systems are not altered as a result of the CFL programme and is therefore applicable to develop the actual demand profiles after the CFL programme. 3 MEASUREMENT AND VERIFICATION OF CFL DISTRIBUTION PROJECTS The M&V process is designed to provide an impartial quantification and assessment of project impacts and savings that result from energy-efficiency and DSM activities. M&V also provide continuous feedback to the various stakeholders (Eskom, ESCo and Client) regarding the impacts achieved. M&V consequently makes a substantial contribution towards the sustainable implementation of DSM and energy-efficiency in South Africa [1] . The following sections describe the process on how to perform M&V on CFL projects. A number of standardised deliverables have been designed by the M&V teams to achieve the objectives of this type of M&V project: Page 10 Measurement & Verification Guideline: CFL Distribution Projects Scoping and Baseline report; (which must be signed off by the ESCo); Post-implementation and performance assessment report; and Performance tracking and sustainability assessment reports (annually). The M&V plan is omitted, since the prescribed methodology is given in this guideline. 3.1 3.1.1 Scope and Baseline Classification of CFL Project The following steps are used to make the classification of the CFL project: Step 1: The scoping study is the first stage in the M&V process after receiving the request to perform M&V on a CFL project. The purpose of the scoping study is to enable the M&V team to gather all relevant and available information on the project. The required data can be collected via the standard questionnaire in Appendix B – M&V Classification Questionnaire. The M&V team members should walk with the ESCo fieldworkers for at least two days during the CFL roll-out while collecting the data. The following information should be filled in on the questionnaire: Location, name and contact details of homeowner; Income classification: low, middle or high income group; Type and number of incandescent lights replaced as well as the type and number of CFLs installed; Type of rooms/areas which include: TV rooms, dining rooms, kitchens, bedrooms etc; Voltage measurements of the installed CFLs. The information gathered will determine whether the project is a classification 1, 2, 3, 4 or new classification. Step 2: In this step the project classification is made. There are two basic questions to be answered to classify the project, namely: 1. Is this a RLM project accompanied by a CFL project or a CFL distribution project on its own? and 2. What is the households’ income classification? If the project falls into classification 1, 2, 3 or 4, baseline development method 1 applies. This means the standard developed operational profiles can be applied via the CFL Application (Figure 8). However if the project does not fall into one of the above-mentioned classifications, baseline development method 2 applies implying that a new classification is established. Page 11 Measurement & Verification Guideline: CFL Distribution Projects Please note: The CFL Application will be discussed in detail in Chapter 4. The purpose of the CFL Application is to develop baseline and actual demand profiles according to a project's classification, number and type of lights. Monthly savings reports can be generated which include MW and MWh savings, emission savings as well as cost savings. Figure 8: Screenshot of CFL Application. 3.1.1.1 Baseline Development Method 1 Baseline Development Method 1 involves the use of the CFL Application together with the available operational profiles of Classification 1, 2, 3 or 4. The data required to develop the baselines through the application is discussed in the section below. Data requirements The data required for the development of the baselines are the following: The number and type of incandescent lights installed before CFL roll-out should be obtained from the ESCo or the classification lighting ratio can be used; Percentage breakage of the installed incandescent lights – this is necessary to calculate the operational capacity of the lights before CFL roll-out; Number and type of CFLs installed after CFL roll-out; Voltage measurements at the installation sites – Supply voltage variations have an impact on the power consumed by CFLs. Laboratory measurements were done by the University of Stellenbosch to determine the effects of supply voltage variations on the supply current and active power consumed by CFLs. CFLs with different ratings were tested which include: 11W, 14W, 15W, 20W, 21W and 22W CFLs [2] . The results obtained from the tests can be used to determine the actual power consumption of a specific rated CFL. Once the supply voltage is measured, the actual power consumed by the CFLs can be derived from the results obtained. The results tables and graphs can be found in Appendix C – Voltage Variation. Baseline development Once the project classification is made and the relevant data analysed, the baselines are developed by following these basic steps: Step 1: Use the applicable standard operational profile according to the project classification. Page 12 Measurement & Verification Guideline: CFL Distribution Projects Because the operating hours of the lighting system is not affected by the DSM project, the operational hours of the lighting system does not vary. Therefore the operational profile before the roll-out can be used to determine the demand profile after the CFL roll-out. However, directly after the CFL roll-out the percentage breakage of the CFLs will be zero. Step 2: Determine the installed capacity by multiplying the number of each type of old light with its applicable baseline power demand for that lighting type. Step 3: Determine the operational capacity of the site with the % breakage super-imposed on the installed capacity. Step 4: Determine the baseline demand profile by imposing the operational capacity on the operational profile. 3.1.1.2 Baseline development Method 2 This method is followed when the project does not fall in one of the classifications. A detailed study is needed in order to develop a new classification together with the applicable operational profiles. These classifications need to be updated and added into the CFL Application. Data requirements The data required for the development of the baselines are the following: The number and type of incandescent lights installed before CFL roll-out from ESCo; Percentage breakage of the installed incandescent lights – this is necessary to calculate the operational capacity of the lights before CFL roll-out; Normalised profiles that represent the operational hours of the lighting system for an average weekday, Saturday and Sunday (either by installing status loggers in the houses or by completing the questionnaires); Amount and type of CFLs installed after CFL roll-out; Baseline development The difference between this baseline development method and the previous baseline development method is that new operational profiles are developed from data gathered through the questionnaires and data loggers. Step 1: Develop the normalised profiles that represent the operational hours of the lighting system for an average weekday, Saturday and Sunday per type of room/area. Because the operating hours of the lighting system is not affected by the DSM project, the operational hours of the lighting system does not vary. Therefore the operational Page 13 Measurement & Verification Guideline: CFL Distribution Projects profile before the roll-out can be used to determine the demand profile after the CFL roll-out. However, directly after the CFL roll-out the percentage breakage of the CFLs will be zero. Step 2: Determine the installed capacity by multiplying the number of each type of installed CFL with its applicable power demand for that lighting type. Note that the percentage breakage will be zero after project roll-out; therefore the installed capacity and the operational capacity will be the same. Step 3: Determine the actual demand profile after project roll-out by super-imposing the operational capacity on the operational profiles. 3.1 Impact Calculation Methodology This section describes the methodology, models and/or equations that will be used to determine the savings and impacts for CFL distribution projects. 3.1.2 Demand After the baseline and actual demand profiles have been developed, the savings are calculated with Equation 1 by subtracting the actual kW demand from the Baseline kW demand. Demand Impact [kW] = Baseline [kW] – Actual [kW] (Eq. 4) Where: 3.1.3 Demand Impact = The demand savings (kW). Baseline = The baseline demand profile (kW). Actual = The actual demand profile (kW). Electricity consumption The reduction in energy consumption will be calculated using engineering calculation methods incorporating the metered data. Using the baseline and actual demand profiles, the impact/reduction in monthly electricity consumption can be calculated. As previously stated the baseline is an equation which would calculate the load of the system for any time of day. By subtracting the actual electricity consumption from the baseline electricity consumption the savings impact of the DSM intervention can be calculated. The savings is calculated in kilowatthours (kWh) on a monthly and annual basis for the savings reports. Page 14 Measurement & Verification Guideline: CFL Distribution Projects 3.1.4 Emissions The emission reductions due to reduced energy consumption are calculated by the use of established and trusted emission factors linked to energy consumption savings. The emission reductions will be calculated for carbon dioxide (CO 2), Nitrogen oxides (NOX), Sulphur oxides (SOX) and particulate matter. Emission Impact X kWh savings, annual (EFX ) ( ) 1000 (Eq. 5) Where: Emission Impact X = The reduction of emission X (in kg/year), which can be CO 2, NOX, SOX, particulate matter or water. EFX = Emission factor for emission X (in kg/MWh) for CO 2, NOX, SOX, particulate matter or water (provided below). kWhsavings, annual = Annual energy consumption savings (in kWh/year) calculated and added for all the months of the year. In order to calculate the reductions in the above emissions, one needs to know the total number of megawatt-hours that have been saved due to the implementation of the DSM option. The actual emission factors should be obtained annually from Eskom’s annual report. Page 15 Measurement & Verification Guideline: CFL Distribution Projects 3.2 Post-implementation and Performance Assessment The performance assessment is done over a period of one month. The purpose of the performance assessment is to allow the ESCo to make adjustments to their DSM intervention to ensure that it delivers what was contracted to Eskom. The inputs to the CFL Application are the following: Start and end date of performance assessment period; Applicable tariff structure; Emission factors of the following: CO2, H2O, NOx, SOx; Decay rate (discussed in section 3.3). The output is a Performance Assessment report in MS Excel format, containing the following: Summary of the average monthly demand savings per Megaflex billing period; Monthly energy, cost, CO2, H2O, NOx, SOx and particulate impacts. This performance assessment report is send to all project stakeholders. 3.3 3.1.5 Performance Tracking and Sustainability Assessments Performance Tracking The Performance tracking reports provide a tracking of the savings that have been achieved after the performance assessment stage. These reports are submitted on an annual basis to all the DSM stakeholders. The purpose of this report is to provide verified savings to the stakeholders. This report has the same basic structure and sections as the performance assessment report. The only difference is the first part of the report that provides the project impacts for the month for which the report is compiled. The accumulated section provides the impacts obtained over the total period to the date of the report for which the project delivered was active. 3.1.6 Sustainability Assessments The sustainability of CFL programmes is dependent on whether households will buy CFLs to replace those that have failed since the CFL roll-out or whether Eskom provides replacements to the affected households timeously. Low-income households often cannot afford or do not have the possibility (CFLs are not sold in stores close to the home) of purchasing CFLs. Sustainability roll-outs which are currently planned seem to be a way forward to maintain the initial savings effected. Page 16 Measurement & Verification Guideline: CFL Distribution Projects Sustainability assessments are done three years after the CFL roll-out to determine the sustainability of a CFL distribution project. This is done either telephonically or through site visits. The purpose of the telephonic conversation or site visit check-up is to determine how many CFLs are still in place and in a good working condition. However, if this is not the case, it should be noted whether or not the CFL is replaced and with what type of light (a CFL or an incandescent lamp). These findings will then be used to determine the breakage and the decay rate of the project over a certain period of time. Breakage is the percentage of CFLs failed during a certain period and that was not replaced again with CFL or an incandescent light. Decay rate is the percentage of CFLs that failed during a certain period and that was replaced again with an incandescent light. An example of the sustainability questionnaire used during the sustainability assessment is provided in Figure 9 below. {Appendix E – Sustainability Assessment Questionnaire} Township Homeowner name Contact number Did they receive How many Are the CFLs and did they installed? still working? install? Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No How If failed, did they many replace it? failed? Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No If yes, with what type of light? CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Figure 9: Sustainability assessment questionnaire. Page 17 Type of Incandescent 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W Measurement & Verification Guideline: CFL Distribution Projects 4 M&V CFL APPLICATION This section describes the final outcome of the CFL Application. A short description, together with a screenshot, is provided for the different functions/fields of the application. 4.1 M&V CFL Application Interface and inputs In Figure 10 below, a screenshot is provided of the Project Properties field. Complete the Project Properties form by supplying: 1. A unique project number, preferably the DSM project number; 2. A unique project name, preferably the DSM project name; 3. A self explanatory description; 4. Analyst name; 5. Project start date & estimated project end date; 6. Select an emission set; and 7. Select a public holiday set. 8. Select to complete this process. Figure 10: Project properties field. Page 18 Measurement & Verification Guideline: CFL Distribution Projects Once the project is created and loaded, continue to the Targets field. In the Targets field the project’s intended target is set for each TOU period as shown in Figure 11 below. Figure 11: Target field. Once the project targets have been set, continue to the Schedules field (Figure 12 below). Figure 12: Schedules field. Page 19 Measurement & Verification Guideline: CFL Distribution Projects Select the applicable operational profiles for the baseline (before retrofit) and actual (after retrofit) scenarios respectively. Different schedules can be selected for each month of the year (by selecting: Individual) or one schedule can be selected representing the entire year (by selecting: Same for each). Once the applicable schedules have been selected, continue to the Lights field (Figure 13 below). Figure 13: Lights field. In the Project Light Properties window, select or type: 9. Light Type (i.e. INC = incandescent); 10. Code (i.e. 100W); 11. Quantity; 12. Add the light set by selecting the add button . 13. The shape of the selected operational profiles can be viewed in the graphs provided. Repeat the procedure for the “After fit” scenario and continue to the Periods field. Page 20 Measurement & Verification Guideline: CFL Distribution Projects Figure 14: Project Periods field. In the Periods field a single/multiple reporting period can be created where the following should be specified for each period: 14. End date (The start date are determined by using the previous period’s end date or project start date); 15. Decay start value; 16. Decay end value; 17. A breakage percentage for this period; 18. Tariff applicable to the period; 19. Select to add the period to the project. Once all the above steps have been completed and ticked with a Reports field (Figure 15 below). Page 21 , you can commence to the Measurement & Verification Guideline: CFL Distribution Projects Figure 15: Reports field. 20. The output folder for reports can be altered with the destination of preference by using the button; 21. Select the report types to be generated; 22. Confirm that all report variables in the Report Options are correct and select the start and end dates of the custom period; 23. The report filename is automatically generated which includes the project name, report type and date of report (format: Project name_AssessmentReport_yyyymmdd.xls). The report filename can be altered by typing the required name in the filename field. 24. Select to start the report generation process. Figure 16: Report being generated. Page 22 Measurement & Verification Guideline: CFL Distribution Projects The output of the reporting of the application is discussed in the following section. 4.2 M&V CFL Application Reporting Output After the above steps have been completed and the assessment options have been completed, the demand profiles for the project will be generated and the output will be available as an MS Excel file for use in savings reports or for additional calculations is needed. The output of the project profiles when generated is available as a Microsoft Excel file as provided in Figure 17 below: Table 1 in this figure gives the average Weekday MW demand impact for the TOU periods; Table 2 gives the average Weekend MW demand impact for the TOU periods; Table 3 gives the total electricity consumption in MWh for the selected report period; Table 4 gives the financial impacts of the period under evaluation; and Table 5 gives the emissions impact of the project. Year-to-date (YTD) Latest calendar month Project name: Report Analyst: Reporting Period: Reporting Period Dates: Report Generation Date: Table 1: New Project Caren Engelbrecht Custom Period 2009-08-01 to 2009-08-31 2009/10/05 Project name: Report Analyst: Reporting Period: Reporting Period Dates: Report Generation Date: Average Weekday Impact Table 1: Weekday (MW) Midday Evening Morning Peak Standard Evening Peak Standard Morning Off- Morning peak Standard Evening Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Table 2: Project name: Report Analyst: Reporting Period: Reporting Period Dates: Report Generation Date: Average Weekday Impact Table 1: Weekday (MW) Midday Evening Morning Peak Standard Evening Peak Standard Morning Off- Morning peak Standard Evening Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Table 2: Average Weekend Impact Saturday (MW) Midday OffEvening peak Standard Morning Off- Morning Peak Standard Evening Offpeak Sunday (MW) Sunday Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Table 3: Inception-to-date (ITD) New Project Caren Engelbrecht Custom Period 2009-08-01 to 2009-08-31 2009/10/05 Total Weekday (MW) Midday Evening Morning Peak Standard Evening Peak Standard Morning Off- Morning peak Standard Table 2: Average Weekend Impact Saturday (MW) Midday OffEvening peak Standard Morning Off- Morning Peak Standard Table 3: Total Electricity Consumption (MWh) Weekday Saturdays Sundays Average Weekday Impact Evening Offpeak Sunday (MW) Sunday Offpeak Average Weekend Impact Saturday (MW) Midday OffEvening peak Standard Morning Off- Morning Peak Standard Table 3: Total Electricity Consumption (MWh) Weekday Saturdays Sundays Total Total Electricity Consumption (MWh) Weekday Saturdays Sundays Load Factor based on savings profile Table 4: Load Factor Load Factor based on savings profile Table 4: Load Factor Load Factor based on savings profile Table 5: Financial Impact (c/kWh) Total Rand Table 5: Financial Impact (c/kWh) Total Rand Table 5: Financial Impact (c/kWh) Total Rand Table 6: Total Emissions Impacts CO 2 (Tons) Emission Conversion Values Baseline Emissions Actual Imissions Actual Impact 1 4.39 Emissions SO x (kg) Particles 8.69 0.23 Water (kl) 1.44 Note that the cost impact is only valid if M&V metering is done at the point where billing metering is installed. Otherwise, the energy part of the tarif is used to estimate the financial impact of the project. Baseline cost Actual cost Actual Impact Table 6: NO x (kg) Total Emissions Impacts CO 2 (Tons) Emission Conversion Values Baseline Emissions Actual Imissions Actual Impact Sunday (MW) Sunday Offpeak Total Baseline Energy Actual Energy Actual Impact Table 4: Load Factor Note that the cost impact is only valid if M&V metering is done at the point where billing metering is installed. Otherwise, the energy part of the tarif is used to estimate the financial impact of the project. Evening Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Baseline Energy Actual Energy Actual Impact Baseline cost Actual cost Actual Impact Evening Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Baseline Energy Actual Energy Actual Impact New Project Caren Engelbrecht Custom Period 2009-08-01 to 2009-08-31 2009/10/05 1 Table 6: Emissions SO x (kg) NO x (kg) 4.39 8.69 Particles 0.23 Water (kl) 1.44 Note that the cost impact is only valid if M&V metering is done at the point where billing metering is installed. Otherwise, the energy part of the tarif is used to estimate the financial impact of the project. Baseline cost Actual cost Actual Impact Total Emissions Impacts CO 2 (Tons) Emission Conversion Values Baseline Emissions Actual Imissions Actual Impact 1 NO x (kg) 4.39 Emissions SO x (kg) 8.69 Particles 0.23 Water (kl) 1.44 Figure 17: Example of Eskom reporting periods. A report (as shown in Figure 17 above) is generated for each of the periods as required by Eskom which includes the savings for: the latest calendar month, year-to-date (YTD) and inception-todate (ITD) periods. Page 23 Measurement & Verification Guideline: CFL Distribution Projects Project name: Report Analyst: Reporting Period: Reporting Period Dates: Report Generation Date: Table 1: New Project Caren Engelbrecht Custom Period 2009-08-01 to 2009-08-31 2009/10/05 Average Weekday Impact Weekday (MW) Midday Evening Morning Peak Standard Evening Peak Standard Morning Off- Morning peak Standard Evening Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Table 2: Average Weekend Impact Saturday (MW) Midday OffEvening peak Standard Morning Off- Morning Peak Standard Evening Offpeak Sunday (MW) Sunday Offpeak Baseline Demand Actual Demand Actual Impact Intended Impact Over / underperformance Table 3: Total Electricity Consumption (MWh) Weekday Saturdays Sundays Total Baseline Energy Actual Energy Actual Impact Table 4: Financial Impact (c/kWh) Total Rand Note that the cost impact is only valid if M&V metering is done at the point where billing metering is installed. Otherwise, the energy part of the tarif is used to estimate the financial impact of the project. Baseline cost Actual cost Actual Impact Table 5: Total Emissions Impacts CO 2 (Tons) Emission Conversion Values Baseline Emissions Actual Imissions Actual Impact 1 NO x (kg) Emissions SO x (kg) 4.39 8.69 Particles Water (kl) 0.23 Figure 18: M&V CFL Application output format. . Page 24 1.44 Measurement & Verification Guideline: CFL Distribution Projects 5 REFERENCES [1] Den Heijer, W.L.R, Grobler, L.J. The Measurement and Verification Guideline for Demand-Side Management Projects. March 2011. [2] Bekker, M., Jakoef, A., Vermeulen, H.J. An Investigation into the Voltage Dependency of the Active Power Consumption of Compact Fluorescent Lamps. November 2006. Data were received from the following M&V team leaders and institutions: [1] H.J. Vermeulen – University of Stellenbosch. [2] O.D. Dintchev – Tswane University of Technology. [3] Denis van ES – University of Cape Town. [4] L.J. Grobler – North West University. Page 25 Measurement & Verification Guideline: CFL Distribution Projects 6 CONTACT DETAILS The draft Measurement and Verification Guideline for CFL Distribution Projects document has been developed by the North-West University’s (Potchefstroom Campus) M&V Team. Please feel free to contact the authors for more information on measurement and verification: Prof. LJ Grobler Tel. Int.: (+27) 018 299 1328 Cell: (+27) 082 452 9279 Fax: (+27) 018 299 1320 Email: lj.grobler@nwu.ac.za Christo van der Merwe Tel. Int.: (+27) 018 297 5908 Cell: (+27) 082 440 8420 Fax: (+27) 018 293 2721 Email: VanderMerwe.Christo@nwu.ac.za Caren Coetzee Tel. Int.: (+27) 018 297 5908 Cell: (+27) 083 555 6371 Fax: (+27) 018 293 2721 Email: caren.engelbrecht@nwu.ac.za Page 26 Appendix A Standard Operational Profiles According to Project Classifications Page A1 1. Normalised Operational Profile Values – Classification 1 Table A1: Classification 1 – Low-income urban areas Average Normalised Operational Profiles - Classification 1 120% Page A2 100% 80% 60% 40% 20% AVE Weekday AVE Saturday AVE Sunday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 07:00 06:00 05:00 04:00 03:00 02:00 01:00 0% 00:00 AVE Sunday 26% 27% 11% 16% 16% 10% 11% 6% 19% 20% 16% 24% 44% 48% 48% 37% 27% 27% 25% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 12% 17% 32% 73% 88% 90% 96% 94% 100% 75% 56% 45% 24% 17% 11% Normalised Profile (%) 00:00 00:30 01:00 01:30 02:00 02:30 03:00 03:30 04:00 04:30 05:00 05:30 06:00 06:30 07:00 07:30 08:00 08:30 09:00 09:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00 13:30 14:00 14:30 15:00 15:30 16:00 16:30 17:00 17:30 18:00 18:30 19:00 19:30 20:00 20:30 21:00 21:30 22:00 22:30 23:00 23:30 Classification 1 AVE AVE Weekday Saturday 19% 28% 21% 23% 16% 23% 20% 22% 15% 14% 6% 20% 7% 20% 22% 7% 31% 9% 45% 13% 59% 15% 68% 21% 70% 29% 65% 30% 53% 27% 43% 24% 25% 13% 24% 8% 24% 8% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 21% 0% 29% 0% 37% 10% 80% 25% 87% 32% 96% 38% 99% 40% 99% 42% 100% 42% 82% 32% 85% 36% 72% 36% 60% 41% 46% 35% 48% 35% 2. Normalised Operational Profile Values – Classification 2 Table A2: Classification 2 – Low-income rural areas Average Normalised Operational Profiles - Classification 2 AVE Sunday 20% AVE Weekday Page A3 AVE Saturday AVE Sunday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 0% 07:00 27% 40% 06:00 34% 60% 05:00 28% 80% 04:00 23:30 100% 03:00 0% 0% 0% 0% 0% 0% 22% 27% 34% 42% 48% 58% 64% 64% 48% 41% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 51% 61% 88% 95% 95% 86% 78% 60% 53% 44% 34% 02:00 0% 0% 0% 0% 0% 0% 23% 28% 35% 47% 53% 64% 71% 71% 53% 45% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 52% 62% 89% 96% 98% 89% 80% 62% 54% 45% 43% 01:00 0% 0% 0% 0% 0% 0% 23% 28% 36% 47% 54% 64% 72% 72% 54% 46% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 54% 64% 93% 100% 100% 91% 82% 63% 55% 46% 36% 00:00 00:00 00:30 01:00 01:30 02:00 02:30 03:00 03:30 04:00 04:30 05:00 05:30 06:00 06:30 07:00 07:30 08:00 08:30 09:00 09:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00 13:30 14:00 14:30 15:00 15:30 16:00 16:30 17:00 17:30 18:00 18:30 19:00 19:30 20:00 20:30 21:00 21:30 22:00 22:30 23:00 120% Normalised Profile (%) Classification 2 AVE AVE Weekday Saturday 3. Normalised Operational Profile Values – Classification 3 Table A3: Classification 3 – Middle to high income RLM project Average Normalised Operational Profiles - Classification 3 AVE Sunday AVE Weekday Page A4 AVE Saturday AVE Sunday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 0% 07:00 5% 20% 06:00 19% 40% 05:00 28% 60% 04:00 23:30 80% 03:00 3% 0% 0% 0% 0% 0% 9% 1% 7% 37% 32% 20% 32% 38% 37% 37% 31% 21% 14% 5% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 5% 17% 29% 44% 76% 98% 97% 90% 86% 75% 69% 28% 9% 02:00 1% 1% 0% 0% 0% 0% 0% 0% 1% 3% 11% 26% 58% 35% 14% 16% 5% 8% 7% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 1% 0% 0% 2% 13% 35% 40% 63% 58% 68% 75% 81% 64% 41% 32% 23% 01:00 25% 12% 3% 0% 0% 13% 3% 3% 10% 47% 58% 79% 79% 58% 56% 55% 37% 23% 18% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 0% 4% 45% 66% 65% 96% 94% 99% 94% 100% 76% 60% 56% 41% 100% 00:00 00:00 00:30 01:00 01:30 02:00 02:30 03:00 03:30 04:00 04:30 05:00 05:30 06:00 06:30 07:00 07:30 08:00 08:30 09:00 09:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00 13:30 14:00 14:30 15:00 15:30 16:00 16:30 17:00 17:30 18:00 18:30 19:00 19:30 20:00 20:30 21:00 21:30 22:00 22:30 23:00 120% Normalised Profile (%) Classification 3 AVE AVE Weekday Saturday 4. Normalised Operational Profile Values – Classification 4 - Exchange Table A4: Classification 4 – Exchange programmes Average Normalised Operational Profiles - Classification 4 (Exchange) AVE Sunday 20% AVE Weekday Page A5 AVE Saturday AVE Sunday 23:00 22:00 21:00 20:00 19:00 18:00 17:00 16:00 15:00 14:00 13:00 12:00 11:00 10:00 09:00 08:00 0% 07:00 46% 40% 06:00 46% 60% 05:00 32% 80% 04:00 23:30 100% 03:00 27% 27% 27% 26% 27% 26% 26% 26% 26% 28% 26% 26% 25% 26% 26% 26% 27% 27% 27% 27% 27% 25% 18% 18% 17% 18% 18% 18% 17% 17% 17% 17% 17% 18% 36% 37% 60% 61% 76% 72% 71% 67% 65% 50% 46% 47% 47% 02:00 27% 27% 27% 26% 27% 26% 26% 26% 26% 28% 26% 26% 25% 26% 26% 26% 27% 27% 27% 27% 27% 25% 18% 18% 17% 18% 18% 18% 17% 17% 17% 17% 17% 18% 36% 37% 60% 61% 76% 72% 71% 67% 65% 50% 46% 47% 47% 01:00 27% 26% 26% 27% 27% 26% 27% 26% 26% 28% 36% 38% 36% 32% 27% 25% 27% 25% 26% 26% 28% 26% 26% 27% 27% 30% 30% 27% 27% 26% 27% 27% 27% 34% 43% 44% 46% 70% 74% 72% 69% 69% 66% 65% 48% 48% 41% 00:00 00:00 00:30 01:00 01:30 02:00 02:30 03:00 03:30 04:00 04:30 05:00 05:30 06:00 06:30 07:00 07:30 08:00 08:30 09:00 09:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00 13:30 14:00 14:30 15:00 15:30 16:00 16:30 17:00 17:30 18:00 18:30 19:00 19:30 20:00 20:30 21:00 21:30 22:00 22:30 23:00 120% Normalised Profile (%) Classification 4 - Exchange AVE AVE Weekday Saturday Appendix B M&V CFL Questionnaires Page B1 M&V CFL DATA COLLECTION FORM Town/City: (Please complete in block letters) (One form per house) Date: dd / mm / yyyy Esco Contractor's Name: M&V Team Member 1: Tel / Cell Number: Homeowner's Details: Homeowner's Name: Street Address: Tel Number: Cell Number: Hours of Use Questions: Weekdays Saturdays Sundays Bedroom 1 Bedroom 2 Kitchen TV room Other (spec) Bedroom 1 Bedroom 2 Kitchen TV room Other (spec) What time do you get up in the morning? Which room(s) lights switched on? (mark with ) Time you leave for work / shop / church? Time you get back from work / shop / church? Which room(s) lights switched on? (mark with ) Time you prepare dinner: Time of day you take a bath/shower: Time going to sleep at night? Page B3 Figure B1: M&V CFL Form Questionnaire – page 1 of 2. Town/City: M&V Team Member 2: Street Address: Lamp Installation Details: Removed Incandescent Lamps Power Rating 100 W 60 W 40 W Other Installed CFLs 11 W 14 W 15 W 20 W TV room Dining room Kitchen Bedroom 1 Bedroom 2 Bedroom 3 Bathroom 1 Bathroom 2 Security light (outside) Other: (please specify) Other: (please specify) Other: (please specify) Light level measured (LUX): Voltage measured (V): . Page B4 Income Classification (mark with ) 21 W 22 W Low income Middle income High income 1 - 5 rooms 6 - 8 rooms 9 - 10 rooms no car / garage one car / garage two cars / garages Figure B2: M&V CFL Questionnaire – page 2 of 2. Page B5 Appendix C Voltage Variations A Study Conducted by Stellenbosch University Page C1 1. Eskom 11W cool white CFL Table C1: Measured data for an Eskom 11W cool white CFL Voltage [V] Current [mA] Active power Active power Voltage [V] Current [mA] [W] [W] 207.1 73.6 8.5 229.8 76.3 9.7 209.6 73.8 8.6 232.4 76.6 9.8 211.1 74.5 8.7 234.5 77.5 9.9 214.0 73.8 8.9 236.9 77.7 10.0 216.8 74.0 9.0 239.2 77.7 10.1 218.5 75.2 9.1 241.1 78.1 10.2 220.8 75.7 9.3 243.8 78.2 10.3 223.3 75.8 9.4 245.8 78.0 10.4 225.2 75.4 9.4 248.1 78.4 10.5 227.5 76.0 9.6 250.3 78.9 10.6 252.8 79.0 10.8 Eskom 11W cool white CFL: active power vs. voltage 12.0 Active Power [W] 10.0 y = 0.1109x + 8.4371 R2 = 0.9958 8.0 6.0 4.0 2.0 Voltage [V] Figure C3: Eskom 11W cool white CFL: Measured active power versus voltage relationship. Page C2 252.8 250.3 248.1 245.8 243.8 241.1 239.2 236.9 234.5 232.4 229.8 227.5 225.2 223.3 220.8 218.5 216.8 214.0 211.1 209.6 207.1 0.0 2. Osram 14 Duluxstar CFL Table C2: Measured data for an Osram 14W Duluxstar CFL Voltage [V] Current [mA] Active power Active power Voltage [V] Current [mA] [W] [W] 207.1 96.9 11.9 230.2 98.3 12.8 209.5 96.9 12.0 232.4 97.4 12.9 211.5 97.0 12.1 234.6 100.4 13.0 213.7 98.5 12.1 236.5 101.5 13.1 216.3 97.5 12.2 239.6 97.5 13.3 218.2 96.2 12.2 241.4 97.6 13.4 221.0 96.1 12.3 243.7 98.3 13.6 223.2 98.3 12.4 246.1 101.6 13.7 225.4 96.5 12.5 248.0 99.9 13.8 227.7 101.1 12.6 250.7 106.2 14.0 253.1 104.2 14.1 Osram 14W Duluxstar CFL: active power vs. voltage 16.0 14.0 y = 0.1125x + 11.62 R2 = 0.9787 Active Power [W] 12.0 10.0 8.0 6.0 4.0 2.0 Voltage [V] Figure C4: Osram 14W Duluxstar CFL: Measured active power versus voltage relationship. Page C3 253.1 250.7 248.0 246.1 243.7 241.4 239.6 236.5 234.6 232.4 230.2 227.7 225.4 223.2 221.0 218.2 216.3 213.7 211.5 209.5 207.1 0.0 3. Eskom 15W warm white CFL Table C3: Measured data for an Eskom 15W warm white CFL Voltage [V] Current [mA] Active power Active power Voltage [V] Current [mA] [W] [W] 207.3 107.0 12.3 230.1 109.7 13.7 209.3 106.9 12.4 232.2 111.6 13.9 211.4 106.2 12.5 234.9 118.7 14.1 213.7 106.9 12.7 237.0 115.2 14.2 216.6 107.9 12.9 239.0 114.6 14.4 218.5 111.0 13.0 241.7 114.8 14.5 220.6 110.6 13.1 243.8 114.4 14.7 223.1 117.7 13.2 246.0 114.0 14.8 225.3 115.3 13.4 248.3 114.7 15.0 227.5 109.3 13.5 250.6 115.6 15.2 252.9 115.5 15.5 Eskom 15W warm white CFL: active power vs. voltage 18.0 16.0 Active Power [W] 14.0 y = 0.1561x + 12.045 R2 = 0.9954 12.0 10.0 8.0 6.0 4.0 2.0 Voltage [V] Figure C5: Eskom 15W warm white CFL: Measured active power versus voltage relationship. Page C4 252.9 250.6 248.3 246.0 243.8 241.7 239.0 237.0 234.9 232.2 230.1 227.5 225.3 223.1 220.6 218.5 216.6 213.7 211.4 209.3 207.3 0.0 4. Osram 20W Dulux CFL Table C4: Measured data for an Osram 20W Dulux CFL Voltage [V] Current [mA] Active power Active power Voltage [V] Current [mA] [W] [W] 207.3 135.4 17.3 230.2 135.8 18.8 209.1 135.3 17.4 232.2 135.7 18.9 211.8 135.5 17.7 234.4 133.8 19.0 213.5 136.3 17.8 237.1 134.6 19.0 216.7 136.5 18.0 239.4 135.3 19.3 218.1 135.4 18.0 241.7 134.9 19.4 220.8 135.4 18.2 243.5 135.3 19.5 223.0 135.4 18.3 246.0 135.3 19.7 225.5 134.4 18.4 248.5 136.0 19.9 227.5 135.6 18.6 250.9 136.2 20.0 253.0 135.7 20.1 Osram 20W Dulux CFL: active power vs. voltage 20.5 20.0 Active Power [W] 19.5 y = 0.1381x + 17.21 R2 = 0.9954 19.0 18.5 18.0 17.5 17.0 16.5 16.0 Voltage [V] Figure C6: Osram 20W Dulux CFL: Measured active power versus voltage relationship. Page C5 253.0 250.9 248.5 246.0 243.5 241.7 239.4 237.1 234.4 232.2 230.2 227.5 225.5 223.0 220.8 218.1 216.7 213.5 211.8 209.1 207.3 15.5 5. Osram 21W Dulux Superstar CFL Table C5: Measured data for an Osram 21W Dulux Superstar CFL Voltage [V] Current [mA] Active power Active power Voltage [V] Current [mA] [W] [W] 207.1 128.5 16.8 230.1 137.1 19.6 209.5 128.2 16.8 232.5 137.3 19.9 211.4 127.2 16.8 234.4 138.7 20.0 213.5 128.3 17.1 236.4 138.3 20.2 216.4 130.7 17.6 239.6 138.7 20.5 218.5 133.0 18.2 241.4 138.3 20.6 220.5 134.1 18.4 243.5 139.0 20.8 223.5 135.5 18.8 246.1 139.2 21.0 225.7 135.8 19.0 248.8 139.8 21.3 227.2 136.3 19.2 250.7 139.0 21.4 252.9 139.6 21.6 Osram 21W Dulux Superstar CFL: active power vs. voltage 25.0 Active Power [W] 20.0 y = 0.2587x + 16.469 R2 = 0.9804 15.0 10.0 5.0 Voltage [V] Figure C7: Osram 21W Dulux Superstar CFL: Measured active power versus voltage relationship. Page C6 252.9 250.7 248.8 246.1 243.5 241.4 239.6 236.4 234.4 232.5 230.1 227.2 225.7 223.5 220.5 218.5 216.4 213.5 211.4 209.5 207.1 0.0 6. Lohuis 22W cool white CFL Table C6: Measured data for a Lohuis 22W cool white CFL Voltage [V] Current [mA] Active power Active power Voltage [V] Current [mA] [W] [W] 207.3 173.9 17.2 230.1 179.7 19.7 209.4 174.8 17.5 232.3 180.9 20.0 211.3 178.8 17.6 234.8 181.1 20.2 213.8 176.4 17.8 236.6 180.8 20.4 216.4 176.8 18.2 239.4 181.8 20.7 218.3 177.4 18.4 241.2 182.8 20.8 220.2 177.1 18.6 243.6 183.4 21.1 223.0 178.5 18.9 246.5 184.3 21.4 225.3 180.6 19.2 248.5 185.8 21.7 227.6 182.0 19.5 250.6 185.2 21.9 253.1 188.0 22.1 Lohuis 22W cool white CFL: active power vs. voltage 25.0 Active Power [W] 20.0 y = 0.2486x + 16.928 R2 = 0.9985 15.0 10.0 5.0 Voltage [V] Figure C8: Lohuis 22W cool white CFL: Measured active power versus voltage relationship. Page C7 253.1 250.6 248.5 246.5 243.6 241.2 239.4 236.6 234.8 232.3 230.1 227.6 225.3 223.0 220.2 218.3 216.4 213.8 211.3 209.4 207.3 0.0 Appendix D Import Schedule Excel Format Page D1 Table D1: Import Schedule Excel format Weekday Saturday Sunday P-holiday 00:00 00:30 01:00 01:30 02:00 02:30 03:00 03:30 04:00 04:30 05:00 05:30 06:00 06:30 07:00 07:30 08:00 08:30 09:00 09:30 10:00 10:30 11:00 11:30 12:00 12:30 13:00 13:30 14:00 14:30 15:00 15:30 16:00 16:30 17:00 17:30 18:00 18:30 19:00 19:30 20:00 20:30 21:00 21:30 22:00 22:30 23:00 23:30 Page D2 Appendix E Sustainability Assessment Questionnaire Page E1 Township Homeowner name Contact number Did they receive How If failed, did they How many Are the CFLs and did they many replace it? installed? still working? install? failed? Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Yes No Page E2 If yes, with what type of light? CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL CFL Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Incandescent Type of Incandescent 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 40W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 60W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W 100W