Model-Free Predictive Control in Anaerobic Digestion Wastewater Treatment
Conference proceedings article
ผู้เขียน/บรรณาธิการ
กลุ่มสาขาการวิจัยเชิงกลยุทธ์
รายละเอียดสำหรับงานพิมพ์
รายชื่อผู้แต่ง: Jiravit Pratvittaya
ปีที่เผยแพร่ (ค.ศ.): 2025
หน้าแรก: 93
หน้าสุดท้าย: 98
จำนวนหน้า: 6
URL: https://ieeexplore.ieee.org/abstract/document/10947654
ภาษา: English-United States (EN-US)
บทคัดย่อ
Anaerobic digestion is a wastewater treatment method that utilizes bacterial decomposition to convert organic matter into biogas, which provides both environmental and economic benefits. However, controlling biogas production in anaerobic digestion systems poses significant challenges due to the complexity and non-linearity of the digestion process. This study explores the application of model-free predictive control for anaerobic digestion systems, utilizing only inputoutput data without using mathematical models as in conventional control approaches. Previous research has demonstrated the applicability of this approach for nonlinear systems, particularly in multi-input, multi-output nonlinear systems. In this study extends the methodology to controlling in methane production of anaerobic digestion systems, evaluating its effectiveness through numerical simulations.
คำสำคัญ
Data-driven analysis framework, Model Predictive Control (MPC), Wastewater treatment