公开(公告)号：US20240191871A1

公开(公告)日：2024-06-13

申请号：US18384202

申请日：2023-10-26

Applicant: Korea Electronics Technology Institute

Inventor： Ki Woong KWON ,  Seung Hyeon PARK ,  Sang Hun KIM ,  Dong Jin YANG

IPC: F22B35/00 ,  F22B35/18

CPC classification number: F22B35/001 ,  F22B35/18

Abstract: There is provided an AI-based air damper control system and method for industrial boilers. An AI-based optimal air damper control method according to an embodiment calculates energy efficiency under a given control condition and an environment by extracting energy efficiency-related data from industrial boiler operational data and analyzing a correlation between corresponding data, trains an AI-based optimal air volume-for-load prediction model by using the extracted data and the calculated energy efficiency as training data, and derives an air volume condition that results in peak energy efficiency under a given load, based on the trained optimal air volume-for-load prediction model, and automatically controls the air damper according to the corresponding air volume condition.