Error, reproducibility and uncertainty in experiments for electrochemical energy technologies
Graham T. Smith, Edmund J. F. Dickinson
Abstract
The authors provide a metrology-led perspective on best practice for the electrochemical characterisation of materials for electrochemical energy technologies. Such electrochemical experiments are highly sensitive, and their results are, in practice, often of uncertain quality and challenging to reproduce quantitatively.
Topics & Concepts
ReproducibilityPerspective (graphical)MetrologyComputer scienceElectrochemistryElectrochemical energy conversionQuality (philosophy)Best practiceData scienceNanotechnologyBiochemical engineeringMaterials scienceArtificial intelligenceChemistryElectrodeStatisticsEngineeringPhysicsMathematicsChromatographyEconomicsPhysical chemistryManagementQuantum mechanicsElectrochemical Analysis and ApplicationsMachine Learning in Materials ScienceAnalytical Chemistry and Sensors