학술논문

Acid Gas Removal Unit in Waste-to-energy Plants: Data-driven Models for Advanced Control
Document Type
Conference
Source
2023 24th International Conference on Process Control (PC) Process Control (PC), 2023 24th International Conference on. :114-119 Jun, 2023
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Waste management
Chlorine compounds
Solid modeling
Waste materials
Process control
Solids
System identification
Process modeling
process control
municipal solid waste
flue gas cleaning
system identification
Language
Abstract
Flue gas cleaning is a crucial step in waste-to-energy (WtE) plants that process municipal solid waste. This paper analyzes the acid gas removal line of an Italian WtE plant, based on the injection of dry alkaline solid sorbents (calcium hydroxide Ca(OH) 2 and sodium bicarbonate NaHCO 3 ) for the abatement of hydrogen chloride, HCl. The aim of the study is to develop different data-driven models for the description of the acid gas treatment process with the final goal of implementing them in model-based controllers for optimizing the feed rate of alkaline reactants thus minimizing solid waste production. System identification and validation techniques have been applied to process data. Different input-output and state-space models are identified by optimizing related model orders and validated on different routine data. The comparison of two system structures (sequential and holistic) evidenced the importance of measuring additional internal variables to maintain low system orders and delays. Anyway, results appear reliable and promising for control purposes, making different modeling approaches and control structures possible.