In the rapidly evolving electronics manufacturing industry, cost efficiency is a critical factor for competitiveness and profitability. Surface Mount Device (SMD) assembling machines, integral to Surface Mount Technology (SMT) assembly lines, have revolutionized the way printed circuit boards (PCBs)