Related Experiment Video
Updated: Jan 21, 2026

Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
Published on: October 6, 2020
Analytics 4.0: Online wastewater monitoring by GC and HPLC
Monika Wortberg1, Joachim Kurz2
1BASF SE, Environmental Analytics and Water/Steam Monitoring, 67056, Ludwigshafen, Germany. monika.wortberg@basf.com.
Abstract:
We present an automatically and autonomously operating online laboratory equipped with laboratory chromatographs as an example of Analytics 4.0. At BASF's largest production site in Ludwigshafen, Germany, multiple GC, HPLC, and IC systems are used in a mostly unstaffed laboratory for automated wastewater monitoring. The purpose of the online system is to prevent unwanted discharges of organic compounds into the wastewater treatment plant and thus protection of the river Rhine. By use of different chromatography and sample preparation techniques, a wide spectrum of compounds can be quantitatively assessed. Most analyzers are coupled to mass spectrometers, and all are equipped with robotic autosamplers. Mixed wastewater samples are collected automatically at 20-min intervals and distributed to the instruments. To operate the online system 24/7, sensors, visualization tools, special software packages, remote access tools, and other assistance systems are required. Many of the software features are as yet not commercially available and thus had to be developed and programmed in-house since they are required in an Analytics 4.0 environment.
Related Concept Videos
Gas Chromatography–Mass Spectrometry (GC–MS)
A gas chromatograph consists of a long, narrow capillary column with a polysiloxane coating on the inner wall....
Development of Analytical Methods
Analyte Adsorption and Distribution
Jung's Analytical Theory
Graphical and Analytic Representation of Sinusoids
The first step is measuring the peak-to-peak value, which is twice the amplitude of the sinusoid. This provides information about the maximum voltage swing of the waveform.
Secondly, the period and angular frequency are determined. The period is the time taken for one complete cycle of the waveform, while...
Holter Monitor: 24-Hour Monitoring

