Innovations are continually shaping the evolution of engineering disciplines, step-by-step fostering a new era of efficiency, automation, and intelligent design. This special edition highlights significant topics in engineering, offering research results on machine design, mechatronics, and digital signal and image processing. The chapters included in this publication present new concepts, emerging trends, and practical applications essential for researchers, practitioners, and students in these fields.