Scale inhibitors, also known as hardness controllers, are crucial compounds used to prevent the buildup of mineral scale – primarily calcium carbonate, magnesium hydroxide, and silica – within industrial water systems . This buildup can significantly hinder output, increase operational costs, and even result in pipeline failure . By dispersing