머신러닝기반 파라메타 튜닝에 의한 지능적 HAVC PID컨트롤러의 성능향상기술 연구

• Published in: 한국컴퓨터정보학회논문지, 22(12) pp. 27 - 34
• Main Authors: 김지현, 조영임
• Format: Journal Article
• Language: Korean
• Published: 한국컴퓨터정보학회 01.12.2017
• Subjects: 컴퓨터학
• ISSN: 1598-849X; 2383-9945
• DOI: 10.9708/jksci.2017.22.12.027

Design of an intelligent controller for efficient control in smart building is one of the effective technologies to reduce energy consumption by reducing response time with keeping comfortable level for inhabitants. In this paper, we focus on how to find major parameters in order to enhance the ability of HVAC(heating, ventilation, air conditioning) PID controller. For the purpose of that, we use machine learning technologies for tuning HVAC devices. We show the simulation results to illustrate the behavioral relation of whole system and each control parameter while learning process. KCI Citation Count: 0