Introduction: Titanium slag smelting furnaces, employing electric heating and managed atmospheres, guarantee steady, productive production with eighty five–92% titanium articles while minimizing environmental affect. daily in metallurgical crops, operators confront difficulties balancing Vitality performance, environmental compliance, and output