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The demand for electric capacitors has been spurred by a range of industries, including automotive, consumer electronics, telecommunications, industrial manufacturing, and renewable energy. These sectors have been employing capacitors for diverse purposes like energy storage Systems, power factor correction, and noise suppression. The continuous and rapid advancement of technology is driving the creation of innovative capacitor designs, including multilayer ceramic capacitors (MLCCs), solid-state capacitors, and polymer electrolytic capacitors. These advancements are primarily focused on enhancing performance, reliability, and energy storage capabilities.