Fixed-bed pilot scale units play a crucial role in process development, testing, and scaling up chemical operations. These units provide a controlled environment where engineers and researchers can simulate industrial-scale processes before full-scale implementation. However, despite their importance, fixed-bed reactors often encounter a range of challenges that can affect the quality of...