ProcessTimes-class

ProcessTimes

TemperatureInfo

temperatureInfo

temperatureinfo


Infrared, near-infrared and Raman spectroscopic data measured during chemical reactions, provide structural fingerprints by which molecules can be identified and quantified. The application of these spectroscopic techniques as inline process analytical tools (PAT), provides the (pharma-)chemical industry with novel tools, allowing to monitor their chemical processes, resulting in a better process understanding through insight in reaction rates, mechanistics, stability, etc.
Data can be read into R via the generic spc-format, which is generally supported by spectrometer vendor software. Versatile pre-processing functions are available to perform baseline correction by linking to the 'baseline' package; noise reduction via the 'signal' package; as well as time alignment, normalization, differentiation, integration and interpolation. Implementation based on the S4 object system allows storing a pre-processing pipeline as part of a spectral data object, and easily transferring it to other datasets. Interactive plotting tools are provided based on the 'plotly' package.
Non-negative matrix factorization (NMF) has been implemented to perform multivariate analyses on individual spectral datasets or on multiple datasets at once. NMF provides a parts-based representation of the spectral data in terms of spectral signatures of the chemical compounds and their relative proportions.
The functionality to read in spc-files was adapted from the 'hyperSpec' package.

Adriaan Blommaert

spectralAnalysis

Pre-Process, Visualize and Analyse Process Analytical Data, by
Spectral Data Measurements Made During a Chemical Process

Robin Van Oirbeek

Nicolas Sauwen

Tor Maes

Jan Dijkmans

Jef Cuypers

Tatsiana Khamiakova

Michel Tiel

Claudia Beleites

ProcessTimes-class function

<dl class="dl-horizontal">
<dt><code>experimentName</code></dt><dd>character vector with name of the experiment</dd></dl><dt><code>timeHeatingAboveMin</code></dt><dd>time when experiment above minimum temperature</dd><dt><code>timeStartReaction</code></dt><dd>time start reaction (end of heating ramp)</dd><dt><code>timeEndProcess</code></dt><dd>time timeEndProcess time end of the process, when cooling down starts</dd><dt><code>Tset</code></dt><dd>the maximum temperature to indicate <code>timeStartReaction</code></dd><dt><code>comments</code></dt><dd>character vector of comments when <code>NA</code> values are produced</dd>

Slots

S4 Class key process times — ProcessTimes-class

S4 Class key process times

ProcessTimes-class: S4 Class key process times

Description

Arguments

Slots