please read these two papers to answer your question:
Article Comparison of batch and fixed bed column adsorption: a critical review
and this one https://core.ac.uk/download/pdf/294805918.pdf
In general, the advantages and disadvantages of batch and fixed-bed systems in bio/chemical engineering and wastewater treatment are readily comparable with each other and the physical principles are (mostly) similar.