Development of CAVLAB—A Control-Oriented MATLAB Based Simulator for an Underground Coal Gasification Process

Ahmed, Afaq; Javed, Syed Bilal; Uppal, Ali Arshad; Iqbal, Jamshed

Abstract

The Cavity Simulation Model (CAVSIM) is a 3D, parameterisable simulator of the Underground Coal Gasification Process (UCG) that serves as a benchmark for UCG prediction. Despite yielding accurate outputs, CAVSIM has some limitations, which chiefly include inadequate graphical capabilities to visualise cavity geometry and gas production, time-ineffectiveness in terms of parametrisation, i.e., it involves editing, compiling multiple files and checking for errors, and lack of tools to synthesise a controller. Therefore, to compensate for these shortcomings, the services of third-party software, such as MATLAB, must be procured. CAVSIM was integrated with MATLAB to utilise its functionalities and toolboxes such as System Identification, Neural Network, and Optimization Toolbox etc. The integration was accomplished by designing C-mex files, and furthermore, the simulation results in both environments exhibit the same behaviour, demonstrating successful integration. Consequently, CAVSIM has also acquired a controllable structure, wherein parametrisation is now a single-click process; this is demonstrated by a case study outlining the implementation of Model Predictive Control (MPC) on a UCG plant. Moreover, the performance metrics, i.e., Mean Average Error (MAE) and Root Mean Square Error (RMSE) of 0.13, 0.23 for syngas heating value, and 0.012, 0.02 for flowrate quantitatively establishes the efficacy of CAVLAB in designing MPC for the UCG system. The novelty of this work lies in making the software package open-source with the aim of streamlining the research of multiple aspects of the UCG process.

Citation

Ahmed, A., Javed, S. B., Uppal, A. A., & Iqbal, J. (2023). Development of CAVLAB—A Control-Oriented MATLAB Based Simulator for an Underground Coal Gasification Process. Mathematics, 11(11), Article 2493. https://doi.org/10.3390/math11112493

• Journal Article Type: Article
• Acceptance Date: May 25, 2023
• Online Publication Date: May 29, 2023
• Publication Date: Jun 1, 2023
• Deposit Date: Jun 23, 2023
• Publicly Available Date: Jun 26, 2023
• Journal: Mathematics
• Electronic ISSN: 2227-7390
• Publisher: MDPI
• Peer Reviewed: Peer Reviewed
• Volume: 11
• Issue: 11
• Article Number: 2493
• DOI: https://doi.org/10.3390/math11112493
• Keywords: Energy conversion process; Underground Coal Gasification (UCG); Cavity Simulation Model (CAVSIM); C-mex; Cavity Laboratory (CAVLAB); UCG simulator
• Public URL: https://hull-repository.worktribe.com/output/4316613