Skip to content
GREEN FUTURETECH.
Explore

Research libraryMeasure Before You Model

Chapter 09 of 14 · Part II · Draft web edition

Per-unit sustainability starts with boundaries and meters

Energy, water, waste and emissions become manageable only when each quantity has a declared boundary, source record and production denominator.

Sections
7
Exhibits
4
Minutes
26
Sources
11
EX 43 · Cutting offcuts to Recycling with evidence: 50 illustrative kilograms of fabric and trim in one period

The cloth is woven from this chapter's 4 exhibits: each weft is one exhibit's own data, normalised; each warp group is a section. The probe reads the exhibit's own value where it crosses. Procedural visualisation, not a measurement.

The chapter as a draft: 7 sections, 2 exhibit wefts, one shuttle.

Lead exhibit · 43Material flowillustrativeMaterial records must connect accepted product, residual streams and destinations
Fabric and trim receivedDeclared factory bounda…Accepted garmentsCutting offcutsTrim and packagingUnresolved differencePreparation for reuseRecycling with evidenceDocumented disposal

Read-outFabric and trim received to Declared factory boundary: 1,000 illustrative kilograms of fabric and trim in one period

Method and source

Illustrative mass balance, not a GFT or factory result. Assumed input is 1,000 kg. Factory outputs are 800 kg in accepted garments, 140 kg of cutting offcuts, 40 kg of trim and packaging, and a 20 kg unresolved difference, totalling 1,000 kg. Offcut destinations are 80 kg reuse, 50 kg recycling and 10 kg disposal. Trim and packaging destinations are 25 kg recycling and 15 kg disposal. Every real link would require a source record and destination evidence; the unresolved difference cannot be allocated silently.

Unit: illustrative kilograms of fabric and trim in one period. Status: illustrative. Sources: S35. Illustrative figures are teaching examples, not measured factory results.

The chapter's warpBar: share of the reading · square: an exhibit

Section 9.0 · Opening · 1 min · no exhibit of its own · one movement Go to section ↓

Overture · 1 min

A per-garment sustainability figure is an accounting result, not a direct property of the garment. It becomes meaningful only when the reader can inspect what entered the calculation, which processes were included, over what period, and which production quantity forms the denominator. GFT's answer is therefore to build the resource record before setting the resource target: declare the boundary, map meters and source documents to that boundary, retain absolute quantities, and calculate intensity with a defined output. A site indicator can guide factory action without pretending to be a full product footprint.

¶ 01

This discipline matters especially in a greenfield cut, make, trim and finishing operation. The first utility invoice, meter reading, waste ticket and production report create the initial accounting structure. If their scopes differ, later precision will not repair the mismatch. Energy, water and waste also need different physical treatments, while emissions add a further conversion layer. The common control is not one universal ratio. It is a chain from physical event to source record, declared method, numerator, denominator and owned decision.

¶ 02

9.13 min · 9 paragraphs · read with a related exhibit

The inventory boundary precedes the footprint

Related · chapter 019 paragraphs step it

Related exhibit 02 · chapter 01Bar chartsourcedThe processing gap makes operating evidence strategically important
025507510095Raw export baseline5Local processingbaseline50Local processingtarget, 2030

Read-outRaw export baseline: 95 percent of cotton fibre

Method and source

The first two values are approximate inherited baseline shares and sum to 100 percent. The third is a separate policy target for local processing by 2030, not an observed share or a factory sales forecast. Original publication dates were not recorded in the inherited register.

Unit: percent of cotton fibre. Status: sourced. Sources: R06, R07.

Read this exhibit in its chapter ↗
9.1 · Introduction · paragraph 1 of 9

The GHG Protocol requires all emission sources and activities within the chosen inventory boundary to be accounted for and reported, with exclusions disclosed and justified.[S30] The practical sequence follows directly. Choose and document the boundary first, then populate it. A factory cannot demonstrate completeness by adding up whichever records happen to be available. Availability is a data-quality issue, not a reason to redraw the physical or organisational scope without saying so.

Three questions should remain separate. Which sites and activities belong to the operating review? Which sources belong to the organisation's emissions inventory? Which life-cycle stages belong to a product assessment? A cut, make, trim and finishing site can answer the first with a gate-to-gate operating account. That account may feed the other two, but it does not answer them by itself. Upstream yarn and fabric production, outbound transport, garment use and end-of-life treatment do not become factory observations merely because the factory makes the garment.

Product accounting makes the additional definition explicit. The GHG Protocol Product Standard requires the studied product, unit of analysis and reference flow to be defined.[S32] A reference flow might describe the quantity of product needed to fulfil the chosen unit of analysis. That is different from a plant KPI denominator, which might be good garments accepted during a shift. Confusing them can produce a numerically plausible but materially false claim.

GFT would maintain a boundary register for every resource account. It names the sites, buildings, production processes, ancillary services, energy carriers, water uses and waste streams included. It records outsourced operations, shared utilities, on-site generation, storage, transfer points and any interface where another organisation holds the source evidence. It also identifies exclusions and their rationale. An unknown item remains an unresolved item, not a silent zero.

The period belongs to the same register. A meter interval, invoice period, production shift and reporting month rarely align by accident. The accounting rule should state how readings are assigned to the operating calendar, how opening and closing readings are obtained, and how late invoices or waste tickets are treated. A monthly intensity figure should not combine a billing-period numerator with a calendar-month denominator without disclosing and testing the effect of that choice.

Boundary changes need version control. Installing a compressor, outsourcing garment washing, adding a canteen or bringing a previously shared boiler inside the account can change resource use without any change in process efficiency. The register should retain the effective date, reason, responsible approver and policy for historical comparison. Earlier results should not be silently recalculated under a new scope. Where a like-for-like restatement is possible, both the original and restated bases should remain visible.

The production boundary must match the resource boundary as closely as the decision requires. If a meter serves both sewing and an unrelated tenant, total site output is not an adequate denominator until the shared load is resolved. If a boiler serves a process that is outside the garment account, its fuel cannot simply be divided by garment output. Allocation may be necessary, but it needs a documented physical or operational basis and an uncertainty statement.

This is not bureaucracy around an otherwise simple ratio. It is the control that makes the ratio interpretable. A narrow, well-declared account is useful. A broad claim with an unknown boundary is not.

9.23 min · 8 paragraphs · 1 exhibit

Energy indicators can be absolute, relative or modelled

ISO 50001 permits an energy-performance indicator to take the form of a simple metric, a ratio or a model, depending on the activity measured.[S29] That permission is useful because no single representation answers every factory question. Total electricity supports bill reconciliation and absolute-load management. Energy per good garment supports comparison at a defined output condition. A model may be needed when operating hours, product mix or another relevant variable materially changes the expected load.

The absolute account comes first. Electricity, fuels, steam, heat and other energy carriers should remain in their native source units until a controlled conversion is applied. The record identifies whether a quantity was metered, invoiced, calculated or estimated. Conversion to a common energy unit requires a named conversion-factor source, version and unit convention. Self-generated energy needs an explicit rule so the fuel input and the resulting electricity are not counted as two separate consumption events in the same total.

¶ 02

An intensity numerator must then state which energy types and uses it contains. Electricity alone is not total energy where fuel is also consumed. Production electricity alone is not site electricity where compressors, lighting or environmental control sit inside the declared boundary. GRI 302 defines energy intensity as energy per unit of activity, output or another organisation-specific metric, and requires the denominator and included energy types to be identified.[S33] The formula is simple only after those decisions are made.

¶ 03 · 1 source

GRI 302 defines energy intensity as energy per unit of activityS33

S33

The denominator deserves equal care. Pieces started, pieces completed and first-pass good garments describe different populations. A resource account intended to reflect useful production should normally reconcile to good output at a named boundary, while retaining started and completed quantities for diagnosis. Standard minutes can provide a work-content denominator when styles differ, but the applicable method revision and provisional status during ramp must travel with the result. Neither denominator removes the need to show absolute use.

¶ 04

Product mix and operating conditions belong beside the ratio. A style change can alter work content and machine demand. Longer operating hours can change the relationship between fixed ancillary loads and productive output. These are reasons to retain relevant variables, not excuses to adjust every inconvenient result. A model should be introduced only when its variables have an operational rationale and its predictions can be checked against observations.

¶ 05

Textile evidence also warns against borrowing a denominator from another process. The sector study in S38 reports energy and water per kilogram for spinning, per square metre for weaving and wet processing, and per piece for knitting and garmenting.[S38] Exhibit 42 preserves those distinctions as units, without turning the study's case values into universal benchmarks.

¶ 06 · 1 sourceExhibit 42

S38

Exhibit 42RegistersourcedEach textile process needs its own physical denominator
Textile stage
Spinning
Energy numerator per
Kilogram of yarn
Water numerator per
Kilogram of yarn
Accounting consequence
Use a mass-based output

Read-outTextile stage: Spinning. Energy numerator per: Kilogram of yarn. Water numerator per: Kilogram of yarn. Accounting consequence: Use a mass-based output

Open the full register (5 rows)
SpinningKilogram of yarnKilogram of yarnUse a mass-based output
WeavingSquare metre of fabricSquare metre of fabricUse an area-based output
ProcessingSquare metre of fabricSquare metre of fabricRetain the wet-process context
KnittingPiecePieceDefine the piece and acceptance event
GarmentingPiecePieceDefine good output and process scope
Method and source

Sourced reporting units from the opened Pakistan textile-sector study. These are denominator conventions, not factory benchmarks, conversion factors or GFT results. Processing here refers to the study's textile-processing stage, not every possible finishing activity.

Unit: reported energy and water units by textile stage. Status: sourced. Sources: S38.

The exhibit does not say that one unit is always superior. It shows why a per-piece garment KPI cannot be compared naively with a per-kilogram spinning result or a per-square-metre dyeing result. Even two garment figures need compatible style, acceptance and boundary definitions. Conversion between unlike physical outputs would require a separate, declared reference flow rather than a spreadsheet unit swap.

¶ 01

A practical energy scorecard therefore holds three views together: absolute consumption by carrier and significant use, intensity against an approved denominator, and the conditions needed to interpret both. Management can then distinguish more production at the same intensity from less energy at unchanged output. Those are different outcomes, and the records should not collapse them into one coloured tile.

¶ 02

9.33 min · 10 paragraphs · read with a related exhibit

Metering follows the energy-use map

Related · chapter 0710 paragraphs step it

Related exhibit 35 · chapter 07FlowillustrativeOrder timestamps separate queue, touch and rework time
Accept orderRelease materialCut, sew, finishInspectAuthorised reworkDispatchCustomer receipt

Read-outAccept order. Starting point. Leads to Release material.

Method and source

Illustrative process design. Shared order, style and routing identifiers connect the events. The rework branch returns authorised correction to production; accepted work proceeds to dispatch. S21 supports information interoperability, not this specific factory design.

Unit: . Status: illustrative. Sources: S21. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in its chapter ↗
9.3 · Introduction · paragraph 1 of 10

The IEA links energy-indicator design with the data required to produce those indicators and with surveying, metering and modelling practice.[S39] For a new factory, this means the metering plan should follow the energy-use map rather than a procurement catalogue. The main incomer establishes the site account. Additional meters are justified where they separate a significant use, test a suspected loss, allocate a shared load or verify an improvement action.

The energy-use map begins with physical inspection. It traces electricity, fuel and any purchased thermal energy from receipt to the systems that consume them. Production equipment, compressed air, boilers, HVAC, lighting, pressing and other loads are included where they actually exist. The map distinguishes a measured branch from an inferred branch and records loads that serve more than one process. It should be possible to walk from a line on the map to a meter, invoice, calculation or explicit estimate.

Each meter then needs an operational register. The register names the meter identifier, physical location, boundary served, energy carrier, reading unit, multiplier, reading convention and responsible owner. It states whether the display is cumulative or interval-based, how often the value is captured, and which review uses it. Calibration or verification status, access constraints and the treatment of an unavailable reading belong there as well. A device number alone does not establish what the reading means.

Read frequency should follow the decision. A monthly main-meter close can support absolute reconciliation and a plant KPI. A daily compressor reading may support investigation of an abnormal load. Interval data may be warranted where the timing of demand matters. Capturing frequent values without a review question creates storage and checking work but little control. Conversely, a monthly total cannot prove when a short-lived abnormal load occurred.

Cumulative meters require particular care at replacement and rollover. The record should retain the final reading of the removed device, the initial reading of its successor, the change timestamp and any multiplier change. Consumption for the interval is calculated only after those events are reconciled. Treating the new display as a continuation of the old one can create an apparent negative or an implausible surge. Such corrections are normal accounting controls, not analytical embellishment.

Submeters should reconcile to the main boundary without being forced to match it exactly. The close identifies metered uses, explicitly estimated unmetered uses and the residual. The residual is investigated when it exceeds a defined review threshold or changes unexpectedly. It should not be distributed across departments merely to make the schedule balance. A visible residual tells the factory where its energy map remains incomplete.

Utility invoices provide an independent commercial reconciliation, but they do not replace physical readings. Invoice quantity, tariff period, estimated-billing status and any correction should be compared with the meter account. Differences can arise from period cut-offs, multipliers, estimated bills or meter identity. Finance and engineering should resolve the same exceptions rather than maintain separate totals for external payment and internal management.

Missing data need a status, not just a substitute number. An estimated interval should identify the reason, method, author and evidence used, such as adjacent validated readings or a documented operating relationship. The replacement value remains distinguishable from a measurement in every later KPI. When the actual reading arrives, the correction is versioned and the affected results are restated under a controlled rule.

Meter ownership should end in action. Engineering maintains the energy-use map and meter register. Operations explains changes in production conditions. Finance reconciles purchased quantities. The sustainability or performance owner checks that the published KPI uses the approved boundary and denominator. A small team can hold several of these roles, but the review should still show who can accept an estimate, approve a correction and authorise an operating response.

Key figures from chapter 07 · Exhibit 34Key figuresillustrativeOTIF reconciles the due-order population with fulfilled promises
  • 80Orders dueIllustrative denominator
  • 64Received on time and in fullIllustrative numerator
  • 16Not OTIFSix short, four late, two received late after dispatch, four other
  • 80%OTIF64 divided by 80, multiplied by 100

Read-outOrders due: 80. Illustrative denominator

Method and source

Illustrative worked example. 64 OTIF orders + 16 orders not OTIF = 80 orders due. OTIF rate = 64 / 80 x 100 = 80 percent. These are assumed values used to demonstrate the calculation.

Unit: illustrative orders and percent. Status: illustrative. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in its chapter ↗

9.43 min · 9 paragraphs · read with a related exhibit

Water withdrawal, discharge and consumption are not interchangeable

Related · chapter 14 · Exhibit 67Status lampsillustrativeThe board sees operating results and system health together

Read-out · illustrativeProduction & Quality: OEE & FPY. Good output, A x P x Q split & first-pass yield (S06, S10).

Method and source

Illustrative six-tile board scorecard layout combining GFT's six operating KPI families (production, quality, delivery, cost, people, sustainability) with three system-health indicators (data completeness, verified action closure, audited residual benefit), derived from S01, S02, S06, S10, S24, S33, S42, S43 and S44. Tile values state the governed formula and gate role rather than invented factory performance numbers.

Unit: as labelled. Status: illustrative. Sources: S01, S02, S06, S10, S24, S33, S42, S43, S44. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in chapter 14 ↗

Water accounting begins by separating three quantities. GRI 303 defines consumption as water used by an organisation so that it is no longer available for use by the ecosystem or local community during the reporting period.[S34] Withdrawal describes water entering the organisation from a source. Discharge describes water leaving to a destination. Treating all three as the same number hides both the physical flow and the impacts that need separate management.

¶ 01 · 1 source

GRI 303 defines consumption as water used by an organisation so that it is…S34

S34

A site water map should therefore show sources, uses, storage, return flows and discharge destinations. It identifies municipal or other third-party supply, groundwater or other sources only where present. It then traces water to sanitary use, canteen services, cleaning, humidification, boilers, garment washing or any other actual site use. The map is deliberately based on the installed process, not on a generic textile flow diagram.

¶ 02

This distinction is crucial for a cut, make, trim and finishing factory. A site without dyeing or wet processing should not adopt a wet-processing water denominator or footprint as its own operating result. The textile-stage units in Exhibit 42 show that the underlying products and processes differ.[S38] If garment washing or another water-using operation is installed, its meters and production population enter the boundary through an explicit revision.

¶ 03 · 1 sourceExhibit 42

S38

Withdrawal records should preserve source and quality categories where the reporting method requires them. Discharge records should identify destination and treatment, with quality evidence kept beside volume. A larger discharge volume does not by itself establish a larger environmental impact, because the receiving context and discharge quality matter. Equally, a small volume does not excuse an unrecorded or unmanaged release. The account should support the applicable operating and compliance review rather than reduce water to one total.

¶ 04

Consumption may be calculated from withdrawal and discharge where direct measurement is not available, with significant storage changes considered under the chosen method. That calculation needs compatible periods and boundaries. A tank reading at the start of one month and a supply reading at the end of another cannot produce a reliable balance. Where an unmeasured leak, evaporation or process retention is suspected, the factory should investigate and document the mechanism rather than rename the whole residual as consumption.

¶ 05

Water intensity needs the same denominator discipline as energy. Litres per good garment may be useful for a defined garmenting operation, while litres per occupied shift may help interpret sanitary demand. A site with substantial domestic water use should not assume that production volume alone explains every movement. Showing absolute withdrawal, discharge and consumption beside the chosen ratios prevents an output increase from being mistaken for improved water management.

¶ 06

The local context remains visible. GRI 303 treats water as a shared resource and connects impacts with catchments and water stress.[S34] A factory should not claim that a site ratio proves local water benefit or harm without that context. The operating account identifies what the site used and released. Catchment assessment, legal obligations and community effects require their own evidence and competent review.

¶ 07 · 1 source

GRI 303 treats water as a shared resource and connects impacts with catchments and water stressS34

S34

Note

The first target may consequently be better evidence rather than lower intensity. A factory with unmetered discharge, estimated storage or an unresolved residual cannot yet attribute a change to operating improvement. Closing those gaps creates the basis for a later reduction programme and prevents a neat ratio from overstating what the site knows.

¶ 08

9.53 min · 9 paragraphs · 1 exhibit

Waste needs composition and destination

GRI 306 addresses the processes used to collect and monitor waste-related data, including source measurement and external evidence.[S35] A useful factory record therefore begins with the physical stream, not the disposal claim. Fabric, trims, packaging and general waste should be identified separately, weighed where practicable and followed to an evidenced destination. A single monthly total cannot show which material was lost, which process created it or whether recovery actually occurred.

¶ 01 · 1 source

GRI 306 addresses the processes used to collect and monitor waste-related dataS35

Related · Exhibit 17 · chapter 04

S35

Composition should reflect the decisions the factory needs to take. Cutting offcuts may be separated by fabric type, colour or contamination where those attributes affect reuse or recycling. Trims and packaging need their own categories when their destinations differ. General and hazardous streams should not be mixed for convenience. Categories remain meaningless, however, if operators cannot recognise them at the collection point, so the taxonomy needs clear labels, examples and periodic checks.

¶ 02

The generation event should stay connected to production. Cutting records can link offcuts to style, marker, material batch and shift. Packaging records can link receipts and removal to the relevant delivery or dispatch activity. This context allows a waste measure to support prevention, not merely report removal. A higher waste total may reflect more production, a changed material mix, a different collection period or a real deterioration in yield. Those explanations require different evidence.

¶ 03

Direct weighing is preferable where it is feasible, but the record should still describe the weighing point, container treatment and instrument status. Where estimates are unavoidable, their basis must be visible. A container-count method, for example, needs an assumed fill level and a calibrated density or sampled weight, with the date and population of that calibration. Multiplying every later container by an unexamined factor produces apparent precision without establishing accuracy.

¶ 04

Waste generated, diverted from disposal and directed to disposal are related but distinct accounts. GRI 306 separates composition, recovery operations and disposal operations.[S35] Collection by a contractor is not itself proof of recycling. The evidence should identify the receiving organisation, transfer document, stated operation and any subsequent information needed to support the destination claim. Unknown or mixed destinations remain labelled as such.

¶ 05 · 1 source

GRI 306 separates compositionS35

S35

The mass balance should retain differences rather than allocate them arbitrarily. Material received, material in accepted product, measured waste streams, stocks and unexplained differences answer different parts of the account. Moisture, handling losses, unrecorded movement or timing can create a residual. The residual prompts investigation and may bound what the factory can claim. It is not a hidden category that can be renamed as recycled content or process waste.

¶ 06

Exhibit 43 shows an illustrative material account for one period. The values are constructed to demonstrate conservation and destination tracking, not to represent a factory's yield or recycling performance. The source distinctions and destination records follow the waste-monitoring logic in S35.

The unresolved difference is the important part of the illustration. A report that shows only accepted product and named destinations may look complete while omitting the weakest evidence. GFT would carry that difference into review, assign its investigation and report progress in resolving it. Prevention can then focus on measured material losses, while destination claims remain limited to what transfer and recovery evidence supports.

¶ 08

Waste intensity should accompany, not replace, this balance. Kilograms of a defined waste stream per good garment can reveal a process relationship. Total waste generated and total fabric input show the absolute scale. Comparing unlike waste streams in one ratio can conceal a shift towards a more difficult destination, so composition and destination remain visible beside every normalised trend.

¶ 09

9.62 min · 8 paragraphs · 1 exhibit

Emissions factors belong to a declared accounting layer

Exhibit 44Status lampssourcedAn integrated garment-chain result is a case, not a transferable target

Read-out · sourcedSpecific energy: 12 MJ/piece. Integrated gate-to-gate case

Method and source

Sourced case values from the article abstract, published 3 December 2024. The gate-to-gate boundary includes in-factory yarn production, knitting, grey-fabric storage, pretreatment, dyeing, finishing and inspection, followed by cutting, sewing, garment washing, dyeing, pressing and finishing. Energy inputs include natural gas, oil and grid electricity. The 0.94 kg/piece and 56.65 tonnes/day figures are CO2 only, not CO2e. Do not use these integrated yarn, fabric and garment results as cut-make-trim-only benchmarks or GFT claims.

Unit: reported case values for the Bangladeshi T-shirt study. Status: sourced. Sources: S37.

An emissions calculation adds a conversion layer to the physical account. Activity data, such as electricity consumed or fuel used, are multiplied by an appropriate factor under a declared method. The activity record and the factor record must therefore be separable. Changing a grid factor is not the same event as reducing electricity use, and improving meter coverage is not the same as reducing emissions.

Scope 2 guidance covers emissions from purchased or acquired electricity, steam, heat and cooling.[S31] Those purchased-energy quantities should reconcile to the energy account before a factor is applied. Fuels burned in owned or controlled equipment require their own activity records and accounting treatment. Other value-chain sources should not be quietly added to a site KPI or silently omitted from a claim that appears to cover the full value chain.

¶ 02 · 1 source

Scope 2 guidance covers emissions from purchased or acquired electricityS31

S31

The factor register names the publisher, exact factor, unit, geography, applicable energy source, publication or data year, access date and intended accounting method. It records any conversion needed to make the factor unit compatible with the activity unit. A factor without these attributes may produce a number, but another reviewer cannot reproduce or assess the choice. Superseded factors remain in the history used for earlier calculations rather than being overwritten across every period.

¶ 03

The accounting layer also determines what the result can be called. A site electricity-emissions KPI is not a full corporate inventory. A gate-to-gate factory result is not a life-cycle product footprint. The Product Standard's requirements for a studied product, unit of analysis and reference flow apply when the claim moves to product level.[S32] GFT would state the included gases and scopes, and would distinguish carbon dioxide alone from carbon-dioxide equivalent wherever the source does so.

¶ 04 · 1 source

S32

A published garment case demonstrates why this qualification matters. S37 reports specific energy of 12 MJ per piece and specific carbon-dioxide emissions of 0.94 kg per piece for an integrated Bangladeshi T-shirt production case.[S37] The study's gate-to-gate boundary spans in-factory yarn and fabric operations as well as garment operations, using natural gas, oil and grid electricity. These are case observations, not a cut, make, trim benchmark and not GFT performance.

¶ 05 · 1 source

S37 reports specific energy of 12 MJ per piece and specific carbon-dioxide emissions of…S37

S37

Exhibit 44 retains both absolute and per-piece results from that study. The absolute daily quantities provide scale, while the ratios describe the reported output relationship. Neither establishes what another factory should achieve.

The case can help a reader understand how absolute activity and intensity coexist. It cannot supply a target for a factory with a different boundary, energy mix, product, process or denominator. A responsible benchmark review would first test those conditions, then decide whether any comparison is meaningful. In many operating reviews, the factory's own reconciled baseline will be the more useful reference.

¶ 07

Emissions results should inherit the quality flags of their inputs. An estimated fuel quantity produces an estimated activity-based result even when the factor itself is exact. A factor update should be disclosed as a method change, with the effect distinguished from operational movement. The emissions account can then support decisions without obscuring which part came from measurement, which came from conversion and which remains uncertain.

¶ 08

9.72 min · 9 paragraphs · 1 exhibit

Normalisation explains intensity without excusing absolute impact

Normalisation relates resource use or pollution to production output. GRI defines energy intensity through an organisation-specific denominator, while UNIDO and UNEP distinguish relative indicators from absolute changes in resource use and pollution.[S33][S36] The two views must travel together. Intensity can explain efficiency at a defined output condition. Absolute use shows the scale that remains after that efficiency result.

A good denominator is linked to the physical account and the decision. Good garments can represent accepted output at a named boundary. Standard minutes can represent work content where style differences make pieces less comparable. Operating hours may explain ancillary loads. None is universally correct. The factory should choose deliberately, retain alternative diagnostic views and prohibit a change of denominator during a claim without a disclosed recalculation.

¶ 02

The comparison population also needs stability. Style, method revision, operating calendar, meter coverage and acceptance rules should be recorded beside the baseline. Where these conditions change, the review separates volume, mix, boundary and measurement effects before attributing the residual to an action. A lower ratio caused by producing more against an unchanged fixed load is not the same mechanism as reducing energy at unchanged output.

¶ 03
Note

The illustrative third period uses about 8.3 percent less electricity per garment than the baseline, yet its absolute electricity remains 10 percent above the baseline. Both statements are true because they answer different questions. GFT would show the underlying kilowatt-hours and good-output counts beside the indexed view, rather than publish a single improvement percentage.

¶ 04

The illustrative third period uses about 8.3 percent less electricity per garment than the baselineillustrative

Exhibit 45 converts the same illustrative quantities to a baseline index so the two panels share one scale. The index is derived arithmetic, not a target or a statistical forecast.

Exhibit 45Small multiplesderivedAbsolute electricity and electricity per good garment can move differently
Absolute electricity index100Baseline120Volume rise110Efficiency testElectricity per good garment index100Baseline100Volume rise91.7Efficiency test

Read-outBaseline: Absolute electricity index 100, Electricity per good garment index 100 (index, illustrative baseline = 100)

Method and source

Derived from an explicitly illustrative scenario, not factory evidence. Baseline: 120,000 kWh / 100,000 good garments = 1.20 kWh/garment. Volume rise: 144,000 kWh / 120,000 good garments = 1.20 kWh/garment. Efficiency test: 132,000 kWh / 120,000 good garments = 1.10 kWh/garment. Absolute indices are 100, 120 and 110. Intensity indices are 100, 100 and 91.7 after rounding. Absolute and relative indicator roles follow S33 and S36.

Unit: index, illustrative baseline = 100. Status: derived. Sources: S33, S36.

Savings claims need an additional guardrail. GRI 302 says reductions from reduced production capacity or outsourcing are excluded from its energy-reduction disclosure.[S33] The operating review should likewise ask whether less resource use reflects an efficiency action, less activity, a transferred process or a corrected measurement. Otherwise, a factory can appear to improve by moving the load beyond the chart.

¶ 01 · 1 source

GRI 302 says reductions from reduced production capacity or outsourcing are excluded from its energy-reduction disclosureS33

S33

Daily reviews can address visible meter exceptions and missing records. Weekly reviews can assign recurring losses and verify actions. Monthly reconciliation can release absolute and normalised trends after the boundary, denominator, factor and estimate statuses are closed. These routines use the same governed production record as the wider performance system, but they do not require every resource measure to become a shop-floor target.

¶ 02
Note

Check the record

The chapter keeps its sources within reach.

Every knot is a source this chapter cites; select one to read its record, or filter the register by grade. Publication dates and inherited-source limits stay explicit. Read the paper's full evidence summary.

11 sources · 28 citation marks on this pageMost cited: S33, 4 times

Grade AGrade BGrade CKnot size: citations on this page

All 11 records shown

c09-S29 · Grade A

International Organization for Standardization

ISO 50001:2018 Energy management systems: Requirements with guidance for use

EnPI(s) can be expressed by using a simple metric, ratio, or a model, depending on the nature of the activities being measured.

2018. Register access date: 2026-10-30. Source provenance is supplied by the paper evidence register.

Open the recorded source ↗
Chapter source notes

S30 GHG Protocol, WRI and WBCSD. 2004.

S32 GHG Protocol, WRI and WBCSD. 2011.

S29 International Organization for Standardization. 2018.

S33 Global Reporting Initiative. 2016.

S38 Heliyon, Elsevier. 2023-11-17.

S39 International Energy Agency. 2014.

S34 Global Reporting Initiative. 2018.

S35 Global Reporting Initiative. 2020.

S31 GHG Protocol, WRI and WBCSD. 2015.

S37 Energy Efficiency, Springer Nature. 2024-12-03.

S36 UNIDO and UNEP. 2015.

Keep the thread · chapter 09 of 14

Chapter 10 picks up the thread.

Move the shuttle along the rack to preview any chapter: its sections, exhibits and reading time. Draft web edition. This research is not investment, legal or tax advice; illustrative models are not measured factory results.

The paper's rack · 14 boltsBolt length: reading time

10Part III: Turn records into decisions

One governed record should serve the shift and the model

Source capture, master data and explicit stewardship turn daily logs into an operational asset without requiring a heavy platform on day one.

  • 10.1The minimum data model follows work events
  • 10.2Capture at source reduces reconstruction
  • 10.3Master data keeps history comparable
  • 10.4The system of record is an accountability before it is software
Reading time
24 min
Exhibits
4
Sections
7
Continue to chapter 10
← Previous: chapter 08, Effective labour cost joins productivity with capability and fairnessContinue the threadChapter 10 · One governed record should serve the shift and the model

Find a thread.

Type to search.