This paper presents a new approach in combustion process optimization using an integrated solution of immune inspired optimizer (SILO) and acoustic temperature measurement system (AGAM). The solution maintains optimal temperature distribution by on-line, automatic and model based process control. The goal is to increase boiler efficiency, improve process parameters and minimize the environmental impact. This paper includes a description of system components - SILO and AGAM - and the designed solution for an existing, coal-fired power unit. The unit is already equipped with the AGAM system and identification tests conducted previously informed the design.
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