MINERÍA la mejor puerta de acceso al sector minero EDICIÓN 580 / ENERO 2026 46 Procesamiento de minerales Abstract The efficiency of the grinding process in mining-metallurgical operations is closely linked to the control of feed tonnage, water flow rate, and product particle size (P80). This study compares three intelligent control approaches: fuzzy logic systems (FIS), adaptive neuro-fuzzy inference systems (ANFIS), and fuzzy genetic algorithms (FGA), applied to the grinding circuit of an operating mining unit. Each model was implemented in Python and validated using real operational data, assessing its ability to recommend operational improvements without compromising process stability. MODELO ANALÍTICO BASADO EN ALGORITMOS GENÉTICOS DIFUSOS PARA OPTIMIZAR EL PROCESO DE CONMINUCIÓN DE MINERALES
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