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KC23003 STATISTICS AND DATA ANALYTICS FOR CHEMICAL ENGINEERS [2-2022/2023]
This course will teach the students on suitable concepts in statistics and probability; and its applications in engineering.
There is an increasing amount of data available to Chemical Engineers in the multitude of areas that they can apply themselves in. To take advantage of this, it is essential to equipped the Chemical Engineering graduate with data science tools. Data storage, analysis, and visualisation plays an increasingly important role in the discipline. Chemical engineers are dealing with more, and more-complex problems and solutions are available in the details obtained from data.
For example, a modern plant will be equipped with cheap instrumentation and widely accessible high-bandwidth and fast connectivity. The engineer working in this plant will have a high volume of data. These data need to be processed, analysed and visualised.
Another example would be in the area of research and discovery, a student or researcher conducting data-intensive experiments, such as high-resolution particle tracking, might generate more data in an afternoon than a student from a previous decade would have generated in the entire time spent earning their PhD. For those conducting mathematical modeling and computer simulations, advanced algorithms and hardware now give simulators unprecedented resolution at the cost of massive increases in the dataset.
The aim of this course is for the students to become proficient in evaluating complex data using hypothesis testing and apply statistical method through computation methods to solve chemical engineering problems.
KC23203 BIOPROCESS PRINCIPLES [2-2022/2023]
Bioprocess principles involves a study of
the biological and biochemical principles supporting
the field of bioprocess engineering. It will be expected that students develop
an understanding of the science and engineering principles underlying modern
industrial practice in bioprocessing. For an engineer to solve problems in
bioprocesses, the understanding of microbiology and its related technology is
prerequisite. Hence, this course is aligned to equip engineering students with bioprocess
fundamental.
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