The fabrication of efficient dynamo systems critically depends on the detailed layout and thorough analysis of the armature. This process involves calculating the optimal number of loops, conductor gauge, and pattern to optimize performance features like torque, efficiency, and power output. Sophisticated tools and numerical models are frequently u