Bem vindo - PUC-Rio€¦ · Bem vindo ! Professor Lindquist, in a seminar on compulsive thinkers,...
Transcript of Bem vindo - PUC-Rio€¦ · Bem vindo ! Professor Lindquist, in a seminar on compulsive thinkers,...
Bem vindo !
Professor Lindquist, in a seminar on compulsive thinkers, illustrates his brain-stapling technique
Institute for National Measurement Standards
National ResearchCouncil Canada
Conseil nationalde recherches Canada
Traceability, Uncertainty and Reference Materials: New Challenges for the Global Analytical Community
Metrology:the science of measurement
P. De. Bievre, Accred. Qual. Assur. (2005) 5: 423-428
is a scientific discipline which develops and applies methods, instruments and strategies to obtain information on the composition and nature of matter in space and time, as well as on the value of these measurements, i.e. their uncertainty,validation and traceability to fundamental standards
Analytical chemistry:
Measurement:set of operations having the object of determining a value ofa quantity: to compare an unknown value to a known value of the same quantity
Why Analyse ?
The primary purpose in performing analysis is to obtain information that can be used as the basis for making informed decisions.
Accurate and Reliable Measurements:
• ensure equity in domestic and international trade• support responsible government decision making• advance academic research• facilitate inter-operabiliy of components in industry
Comparability of Measurements
consider the Boeing 777:
• comprises 3 million parts• provided by more than 900 suppliers• supplied from 17 countries
…….what could possibly go wrong !
Benefits of Metrological Measurements
... 5% of the GDP of industrialized countries may be associated with the costs of measurements
... up to 30 % of chemical measurements are unfitfor their purpose and need to be repeated
B. King, LGC, 1990
cost savings
• definition of the measurand• another comparative measurement • units of measurement• statement of uncertainty• traceability of the result
By itself, a measurement is worthless !!
To realize its potential worth it needs:
units come from standardsCsample = Cstd (Rsample / Rstd)
Measurement Result …
0.0270.027 Mn in wheat flour0.027 mg/kg Mn in wheat flour0.027 ± 0.003 mg/kg Mn in wheat flour0.027 ± 0.008 mg/kg (U, k=2) Mn in wheat flour0.027 ± 0.008 mg/kg (U, k=2) Mn in wheat flour;
traceable to the SI through standards held at the NRC
a traceable analytical measurement
“the property of the result of a measurement or the valueof a standard whereby it can be related to stated references, usually national or international standards, through anunbroken chain of comparisons, all having stated uncertainties”
Traceability
traceability enables comparison of measurement results
Traceability chain:
a chain of successive comparisons (i.e., measurements) ofone value to another value which ends in the value of the unit chosen to express the result of the measurement
Impact of Traceability
- the ability to produce valid analytical data with stated uncertainty
- to have an anchor point (stated reference) to pin that data to,so that it can be compared with data generated at anotherplace and point in time
Signed in Paris in 1875by representatives of 17 nations. As well as founding the BIPM
currently 51Member States
Metre ConventionMetre Convention
1875
General Conference on Weights and Measures( CGPM )
meets every four years and consistsof delegates from Member States
International Committee for Weights and Measures ( CIPM ) consists of eighteen individuals elected
by the CGPM It is charged with supervision of the BIPM
and affairs of the Metre Convention The CIPM meets annually at the BIPM
DiplomaticTreaty
Associate Statesand Economies
of the CGPM
Governmentsof
Member States
Internationalorganizations
Consultative Committees( CCs )
Ten CCs each chaired by a member of CIPM;to advise the CIPM; act on technical matters and
take important role in CIPM MRA; compriserepresentatives of NMIs and other experts.
Nationalmetrologyinstitutes( NMIs )
CIPMMRA
Bureau International des Poids et Mesures( BIPM )
International centre for metrology
Laboratories and offices at Sèvreswith an international staff of about seventy
Pavillon de Breteuil
BIPM
global organization for dissemination of the SI
coordinating andpromoting thedevelopment of metrology cooperationwith other relevantintergovernmental andinternational organizations
The SImol - amount of substancem - lengthkg - masss - timeA - currentK - temperaturecd - luminous intensity
The mole is the amount of substance of a system which contains as many elementary entities as there are atoms in 0.012 kilogram of carbon 12; its symbol is "mol".
When the mol is used, the elementary entities must be specified and may be atoms, molecules, ions, electrons, other particles, or specified groups of such particles.
The international measurement system was agreed upon in 1960 as the SI
The CIPM MRA has been signed by representatives of 67 institutes from 45 Member States, 20 Associates of the CGPM, and 2 international organizations (IAEA and EC) – and covers a further 117 institutes designated by the signatory bodies.
Another 100 years later…
Mutual Recognition Arrangement
• drawn up by the CIPM under the Meter Convention• signed October 21, 1999 in Sèvres by Directors of NMIs
and the Transnational Measurement Institute of theEuropean Commission (IRMM)
Goals:declarations of the Degree of Equivalency by NMIsand mutual recognition and acceptance of nationalmeasurement standards
How:signatory participation in Key comparisons of the CCQM or Regional Metrology Organizations and based on achieved performance
NRC Institute for National Measurement Standards
The National Metrology Institute – NMI
national institute designated by the Government (by law) to be in charge of the realization and maintenance of the national measurement standards and the dissemination of traceability
Signed in Paris in 1875by representatives of 17 nations. As well as founding the BIPM
currently 51Member States
the MRA(1999)
Metre ConventionMetre Convention
1875
General Conference on Weights and Measures( CGPM )
meets every four years and consistsof delegates from Member States
International Committee for Weights and Measures ( CIPM ) consists of eighteen individuals elected
by the CGPM It is charged with supervision of the BIPM
and affairs of the Metre Convention The CIPM meets annually at the BIPM
DiplomaticTreaty
Associate Statesand Economies
of the CGPM
Governmentsof
Member States
Internationalorganizations
Consultative Committees( CCs )
Ten CCs each chaired by a member of CIPM;to advise the CIPM; act on technical matters and
take important role in CIPM MRA; compriserepresentatives of NMIs and other experts.
Nationalmetrologyinstitutes( NMIs )
CIPMMRA
Bureau International des Poids et Mesures( BIPM )
International centre for metrology
Laboratories and offices at Sèvreswith an international staff of about seventy
Metrology: - Needs and Impacts
crucial issues for society and legislators with large economic, trading and industrial consequences
save $4 billion per year in minimizing TBT
Each of these quantity values naturally has its own metrologicaltraceability chain by the very fact that it was measured, i.e., compared with another quantity value. These chains also end in a metrological reference, which can be stated.
measurement comparisons
Accred Qual Assur (2004) 10:64P. De BièvreA. Williams
Basic features of a chemical measurement
- validation- comparability- traceability- uncertainty
A measurement result arises from an equation
y = f (x1, x2, …. xm)
which is assumed to hold under certain conditions
y is traceable to x1…xn
xm+1, xm+2…xn
for y to be fully traceable: x1…xn must be traceable to the SI
or themselves be defined values
Consider two laboratories making measurements….
RMtest
sampleA
B testsample
CM
CM
x1
x2
Result y1
y1 = f1(x1)
Result y2
y2 = f2(x2)
y1 is traceable to x1….
y2 is traceable to x2….
there is no basis for comparing y1 and y2
CRM
RMtest
sample
testsample
CM
CM
x1
x2
Result y1
y1 = g1(x0)
Result y2
y2 = g2(x0)
Consider two laboratories making measurements….
y1 and y2 are now traceable to the same reference x0
x0
Traceability in Chemical Measurement
EURACHEM / CITAC GUIDE
2003
The property of the result ofa measurement or the value ofa standard whereby it can be related to stated references,usually national or internationalstandards, through an unbroken chain of comparisonsall having stated uncertainties
Traceability
A guide to achieving comparable resultsin chemical measurement
Traceability is about...• values of measurement results• values linked in a chain by measurement operations• chain consists of comparisons of one value to another• a chain of comparisons of values to an accepted value• final comparison ends with the chosen (defined) value of the unit • chain gives rise to uncertainties because of measurements• chain is a prerequisite for establishment of an uncertainty budget
traceability is not related to a method, an instrument, a material or to an NMI, but always to another value
large uncertainties in links and values
large uncertainty budgets
International Organization of Legal MetrologyOIML
International Union of Pure and Applied PhysicsIUPAP
International Union of Pure and Applied ChemistryIUPACInternational Organization for StandardizationISO
International Federation of Clinical ChemistryIFCC
International Electrotechnical CommissionIEC
Bureau International des Poids et MesuresBIPM
Uncertainty of Measurement Results
GUM
parameter associated with the result of a measurement that characterizes thedispersion of the values that could reasonably be attributed to the measurand
xi xj xk
y = f (xi, xj, xk) y
+ +
Practical Traceability - Uncertainty
measurement uncertainty is easy if the model is complete
Ellison and Williams, Accred, Qual. Assur.(2003) 8: 483-485
A Type A evaluation of standard uncertainty is based on any valid statistical method for treating data; e.g., calculating the standard deviation, fit a curve to data, ANOVA,etc. to identify and quantify random effects in measurements.
the standard uncertainty u(xi) associated with xi is the estimated standard deviation of the mean
Uncertainty of Measurement Results
n
xi = Xi = Σ Xi,kk=1
1n
u(xi) = s(Xi) = Σ ( Xi,k – Xi) 2k=1
n1n (n-1)
½( (
A Type B evaluation of standard uncertainty is obtained bymeans other than statistical analysis of series of observationsusing scientific judgment and information, which may include:
• previous measurement data• experience with, or general knowledge of, the behavior and
property of relevant materials and instruments• manufacturer's specifications • data provided in calibration and other reports • uncertainties assigned to reference data taken from handbooks
uncertainty is either obtained from an outside source, or obtained from an assumed distribution
Uncertainty of Measurement Results
The combined standard uncertainty of the measurement result represents the estimated standard deviation of the result and is the positive square root of variance uc
2(y)
( )
The partial derivatives of f with respect to the Xi (referred to assensitivity coefficients) are equal to the partial derivatives of f with respect to the xi evaluated at Xi = xi; u(xi) is the standard uncertainty associated with the input estimate Xi; and u(xi, xj) is the estimated covariance associated with xi and xj.
Combining Uncertainty Components
uc2(y) =
i=1
N
∂xi
∂f∂xj
uc2(xi) ∂xi
2+ 2 Σ
i=1
N-1Σ
j=i+1
Nu(xi, xj)Σ ∂f ∂f
Expanded Uncertainty and Coverage Factor
a measure of uncertainty that defines an interval about theresult y within which the value of the measurand can be confidently asserted to lie is the expanded uncertainty, U, obtained by multiplying uc(y) by a coverage factor, k
Y = y ± UU = kuc(y)
k is typically 2 to 3- when U = 2 uc (i.e., k = 2), defines a level of confidence of approximately 95 %
- when U = 3 uc (i.e., k = 3) defines an interval having a level ofconfidence greater than 99 %
Propagation of Uncertainty
recoverypurity
measurementsand readings
confirmation
analyte speciationextractionefficiency
interference
homogeneity
test portionsize
uncertainty in the result
Uncertainty
the uncertainty on a resultwhich is traceable to a particularreference will be the uncertainty on that reference togetherwith the uncertainty on the measurement relative to thatreference
law of propagation of errors
EURACHEM / CITAC GUIDE CG4
Second Edition
QUAM:2000.1
Quantifying Uncertainty inAnalytical Measurement
Low uncertainty Fe isotope ratio measurements insea-water by ICP-MS at medium mass resolutionIvan Petrov and Christophe R. QuetelInstitute for Reference Materials and Measurements, JRC Geel, Belgium
uncertainty budget for measurement of an Fe isotope ratio
J. Anal. At. Spectrom., 2005, 20, 1095 - 1100
IUPAC isotopic composition
mass bias corrections
spiked sample ratio repeatability
68.4 %
21.4 %3.7 %
4.1 %
2.4 %
instrument background correctionfor sample
instrument background correctionfor mass bias
Cx = Cz
my
w mx
mz
m’y
Ay – By Rn
Bx Rn - Ax
Bz R’n - Az
Ay – By R’n- Cb
Practical aspects of the uncertainty and traceability of spectrochemical measurement results by electrothermal atomic absorption spectrometryS. Duta, P. Robouche, L. Barbu and P. TaylorInstitute for Reference Materials and Measurements, Geel, Belgium
Spectrochimica Acta part B 62 (2007) 337 - 343
tutorial on application of uncertainty calculations forestimation of U for determination of Cu in water using astandard calibration curve
and
concept of traceability through use of CRMs and certificates
Example of a Traceability Chain
references measurement processes u
Pb in serum RM, pure PbRM, mass, volume
validated method for Pb in serum, pure Pb RM
mass, volume
amount of Pb solution, mass
Pure Pb RM, mass
mass, current, atomicmass values, etc
SI
routine measurement of Pb in serum
IDMS of Pb in serum RM
reverse IDMS of Pb spike
prep of gravimetric solution of Pb
purity of Pb RM by coulometry
primary measurements of mass,current, at mass values, etc
Traceable Result
amount of Pb spike, mass
validation of routinemethod for Pb in serum
< 10-5
< 10-4
< 10-3
10-3
10-2
10-1
10-1
Accred Qual Assur (1997) 2: 354 - 359
Wolfgang Richter Primary Methods of measurement in chemical analysis
A method having the highest metrological qualities, whoseoperation can be completely described and understood,for which a complete uncertainty statement can be written down in terms of SI units, and whose results are, therefore,accepted without reference to a standard of the quantitybeing measured.
• gravimetry• titrimetry• coulometry• ID-MS• colligative properties• NAA
for a given quantity of X,the equation describing themeasurement method mustinclude no unknown function of X
the final link in a traceability chain is a primary direct method
Reference Material: material or substance, one or more of whose property values are sufficiently homogeneous and well establishedto be used for the calibration of an apparatus, the assessment of ameasurement method, or for assigning values to materials.
Dissemination of traceability: to deliver SI-traceable reference valuescarried by real-life samples to interested laboratories to enable them to determine the degree of equivalence of their own measurement result and a certified SI-traceable value
not every lab has access to primary methods…CRMs useful
Certified Reference Material: reference material, accompanied bya certificate, one or more of whose property values are certified bya procedure which establishes their traceability to an accurate realizationof the unit in which the property values are expressed, and for whicheach certified value is accompanied by an uncertainty at a stated level of confidence.
sampling sample prep weigh testportion
measurandextraction
removal ofinterferences
instrumental determination ofconcentration of measurand
resultvalue
efficiency ?losses ?
% recovery ?
efficiency ?losses ?
% recovery ?stability ofmeasurand ?
balance calibration
losses ?contamination ?
interferences - matrix effects ?
Matrix CRM(validation / traceability-IS)
Calibration CRM(traceability)
change state ofmeasurand
conversionefficiency ?
stability ofmeasurand
blank / spikes
Steps in a Typical Analytical Measurement Process
dry weight
Use of Certified Reference Materials CRMsPure substance (calibration ) CRMsMatrix (real sample - validation) CRMs
• instrument calibration• ensuring traceability
• method validation• statistical quality control (charting)• verification of operator training/performance
if the value of the CRM is part of the calculation of a result (i.e., a significantcorrection which is applied in the course of calculating the result), the result istraceable to that value;
if not, the CRM does not form part of the traceability chain but may be an important validation tool.
public and privatesector labs required to
give evidence of their traceability
realization of SI units of measurementand their dissemination via CRMs
assist in dissemination of nationalmeasurement standards
chai
n o f
mea
s ure
men
tco
mp a
riso n
s
National Traceability Chain
INMETRO
CalibrationLaboratories
Routine MeasurementLaboratories
SIunits
diss
emin
atio
n
Laboratory Accreditation: ISO 17025
- link methodology to accreditation- reduce technical barriers to trade- strengthen existing MRAs- emphasis on technical competence
10,000 accredited laboratories41 country signatories
BIPM (MRA)
ILAC (MRA)
MoU
regional bodies accreditation
strong links between metrologyand accreditation
NMI links
2006
Standards Council of Canada (SCC)
• validation• traceability• uncertainty
(General Requirements for the Competence of Calibration and Testing Laboratories)
International Co-operation in Metrology
BIPM
NORAMET
EUROMET
APMPSIM
SADCMET
APLAC
SARAC
IAAC
EANACC
NMI collaborationRegional Metrology Organizations
laboratory accreditation
measurement capabilities are effectively linked globally….
IAAC = Inter-American Accreditation Cooperation
Signed in Paris in 1875by representatives of 17 nations. As well as founding the BIPM
currently 51Member States
the MRA(1999)
Metre ConventionMetre Convention
1875
General Conference on Weights and Measures( CGPM )
meets every four years and consistsof delegates from Member States
International Committee for Weights and Measures ( CIPM ) consists of eighteen individuals elected
by the CGPM It is charged with supervision of the BIPM
and affairs of the Metre Convention The CIPM meets annually at the BIPM
DiplomaticTreaty
Associate Statesand Economies
of the CGPM
Governmentsof
Member States
Internationalorganizations
Consultative Committees( CCs )
Ten CCs each chaired by a member of CIPM;to advise the CIPM; act on technical matters and
take important role in CIPM MRA; compriserepresentatives of NMIs and other experts.
Nationalmetrologyinstitutes( NMIs )
CIPMMRA
Bureau International des Poids et Mesures( BIPM )
International centre for metrology
Laboratories and offices at Sèvreswith an international staff of about seventy
The CIPM Consultative Committees
Consultative Committee on Metrology in each specificfield of metrology:
• Photometry and Radiometry – CCPR• Thermometry – CCT• Length – CCL• Time and Frequency – CCTF• Ionizing Radiation – CCRI• Mass and Related Quantities – CCM• Amount of Substance: metrology in chemistry – CCQM• Acoustics, Ultrasound and Vibration – CCAUV• Units - CCU
Metrologia, 1997, 34, 1-5
The Comite Consultatif pour la Quantite de Matiere:a brief review of its origins and present activitiesR. Kaarls and T.J. Quinn
• provide advice to the CIPM / BIPM• coordinate international intercomparisons• practical implementation of the CIPM MRA• regularly review technical needs and report to CIPM• fosters:
- comparability- traceability- accuracy- stated measurement uncertainty
CCQM Working Groups• Key Comparisons and CMC Quality• Organic Analysis• Inorganic Analysis• Gas Analysis• Electro-chemical Analysis• Surface Analysis• Bio-Analysis
Programme of work addressing the environmental area includes:• Heavy metals in water• Elemental speciation in sediment and bio tissues• Trace metals in sewage sludge (Cd, Cr, Cu, Hg, Ni, Pb, Zn)• Trace metals in foods and biotissues• Metals in fertilizer• Nitrite and nitrate in water•
150.00
155.00
160.00
165.00
170.00
175.00
180.00
185.00μ
mol
/kg
KCRV: 169.9 ± 1.6 mol/kgLGC
CSIR-NML
KRISSNRCCRM
NARL
NIST
NIMCNRC
IRMM
BAM
LNE
PTB
VNIIM
CENAM
μ
CCQM K-13Lead Content in Sediment
CCQM K43 Hg in Salmon Fish
LGC
0.310
0.330
0.350
0.370
0.390
0.410
0.430
0.450
:mol
/kg
KCRV: 0.3884 ± 0.0056 μmol/kg
KRISS NIST NRCIRMM NMIA LNENMIJ
80
82
84
86
88
90
NIST
PTBKRISS
LGCIR
MM
NRC
NMiNMIJ
LNEnm
ol /
kg
Cd: 83.49 ± 0.83 nmol/kg
CCQM - K-2 Key Comparison: Cadmium and Lead Contentin Natural WaterI. Papadakis, P.D.P. Taylor and P. De BiPvre
Metrologia 2001, 38, 543-547
449
499
549
599
649
BUD MAD NRCCRM USDA NMIA NRCC LGC PAU OVI NIST
Mas
s fr
actio
n of
SeM
et/ m
g kg
-1CCQM P86: Selenomethionine in Tablets
International Conformance Structure for Chemical Measurements
CCQM / RMOsOrganize Key ComparisonsCoordinate R&DManage MRA
NMIsPrimary measurement capabilityMeasurement standards
Reference LaboratoriesDevelopment & validation ofmethodsCRMsPT
Field LaboratoriesMeasurement validationQuality managementSample measurement
Valid measurements
Internationally trusted measurement results
ILAC / Regional OrganizationsEstablish criteria for AccreditationAccredit accreditation bodiesManage MRA
Accreditation bodiesAssessment of labs at all levels
Transparent evidence oftraceability and other qualityissues for the completemeasurement chain
peer review
peer review
peer review
Metrological Principles of Measurement
To achieve reliable measurements….
• trained and competent analysts• validated methods• procedures and tools for establishing traceability
- pure substance reference materials and calibration standards- matrix reference materials for validation
• procedures for determination of measurement uncertainty• quality control and proficiency testing• accreditation to an international standard (ISO 17025)
Conclusions
• the CIPM MRA, in conjunction with the BIPM / ILAC MoU,plays a major role in the globalization of efforts taken forassurance of comparable and traceable measurements.
“traceable to the SI” seeks to eliminate artifacts andanchor measurement results to inalterable properties of nature and in units derived from them
• the CIPM and the CCQM are engaged in meetingthis challenge
Will the Concept of Traceability be Accepted by Chemists ?
Planck’s principle“a new scientific truth does not triumph by convincing its opponentsand making them see the light, but rather because its opponents eventually die and a new generation grows up that is familiar with it”.
Metrology, the Science of Measurement....
• aims for global comparability of measurements and tests• traceable to the same long-term stable references• globally recognised and accepted measurement results
once measured/tested, everywhere accepted
Conclusions
Attributes of a (Chemical) Measurement
• ideally, measurement accuracy can be evaluated • every result derives from measurement of a ratio • results are expressed in multiples of a unit • every result carries an inherent uncertainty • measurement results should be universally commutable
(measured once, accepted everywhere )• results should be traceable to the agreed-upon unit• the SI system of units should be used when possible
(based on the constants of nature)
Accurate Precise
reference value
Measurement Results
Accuracycloseness of the agreementbetween the result of a measurement and a true value of the measurand
Uncertaintyparameter associated with the result of a measurement that characterizes thedispersion of the values thatcould reasonably beattributed to the measurand
International Vocabulary of Basic and General Terms in Metrology ISO 1993Guide to the Expression of Uncertainty in Measurement, ISO 1993
Traceability Scheme
Working Standard
routine method
Reference Standard
Primary Standard
primary method
SI
secondary method
responsibilityuncertainty
CGPM
CIPM, NMIs
accreditedcalibrationlabs
routine labs
traceability
NMIs: Providing Traceable Analytical Results
• certify traceable calibrations for standards, reference materials and PT scheme assigned values
• provide these calibrations and materials as services:– to field laboratories directly– to RM producers, PT scheme organisers, reference and
calibration laboratories
• work with regulatory and other official organisations
• ensure their services are reliable and form part of the International Measurement System:– adopt quality systems and third party accreditation or review– participate in the CIPM MRA
NRC Uncertainty Components for Hg in Salmon
reverse spike ratioR’n (39 %)
spiked sample ratioRn (60 %)
primary std concCz
dry mass correctionw
Cx = Cz
my
w mx
mz
m’y
Ay – By Rn
Bx Rn - Ax
Bz R’n - Az
Ay – By R’n- Cb
Model the input quantity in question by a probability distribution and estimate lower and upper limits a- and a+ to generate the best estimated value of the input quantity:• Normal probability distribution (± u encompasses about 68 % of the distribution)• Uniform (rectangular) distribution (± u encompasses about 58 % of the distribution)• Triangular distribution (± u encompasses about 65 % of the distribution)
Uncertainty of Measurement ResultsType B evaluation
µ = (a+ - a-)/2* √3 µ = (a+ - a-)/2* √6 µ = (a+ - a-)/2* √3
µtµtµt
µt is the expectation or mean of the distribution, and the shaded areas represent ± one standard uncertainty u about the mean.
determination of purity
gravimetric preparation
precision measurement procedure
certification measurement procedure
routine measurement procedure
Traceability Chainsample solution wX(E)
Secondary standard YwY(E)industrial solution, Urel <0.3%
Transfer standard TwT(E)solution, Urel <0.1%
Primary standard Y
wY(E)solution S, Urel <0.05%
SINAkg and mol
pure substance, Urel <0.01% wpur
Sample X
Role of Traceability
Units come from standards
Csample = Cstd (Rsample / Rstd)
no traceability:
no unitsno uncertaintyno measurement
MRA Appendices at BIPM Website
• CIPM MRA signatories (Appendix A: 67 institutes)• Key and Supplementary comparisons (Appendix B)• Calibration and Measurement Capabilities (Appendix C: 25000)• list of Key Comparisons (Appendix D: 585 in database)
Primary Method Concept
Amount n(E) in sample X (e.g., mol)
R = n(E,X) / n(E,ES)
Amount n(E) in enriched spike (ES)
R = n(E,ES) / n(E,PS)
Amount n(E) in primary standard (PS)
SI unit (mass)
gravimetrym(PS) / m(kg)
[n(PS) / m(PS)] M(PS)
n(PS)amount to mass
stoichiometry
gravimetry
for a given quantity of E, the equation describing the measurementmethod must include no unknown function of E
gravimetry
gravimetry
trace
abili
ty