The Use of Case-Based Reasoning for the Choice of Methods for Cleaning Exhaust Gases from Sulfur and Nitrogen Oxides
Computer simulation in the chemical technology and engineering
3rd International Scientific Conference «Chemical Technology and Engineering»: Proceedings – June 21–24th, 2021, Lviv, Ukraine – Lviv: Lviv Polytechnic National University, 2021, pp. 35–37
I and my co-authors (if any) authorize the use of the Paper in accordance with the Creative Commons CC BY license
First published on this website: 11.04.2021 - 21:33
Abstract
At present, artificial intelligence methods are implemented in many computer programs. One such intelligent technique is Case-Based Reasoning (CBR). This approach is proposed by the authors for use in an intelligent system to choose cleaning methods for exhaust gases from nitrogen and sulfur oxides.
References
- Kolodner, J. (1993). Case-Based Reasoning. San Mateo: Morgan Kaufmann, 668.
- Kolodner, J. (2005). Retrieving events from case memory: A parallel implementation. In: Proceedings from the Case-based Reasoning Workshop, DARPA, Clearwater Beach, 233–249.
- Aamodt, A. (1994). Explanation-driven case-based reasoning. // In: Wess, S., Althoff, K.-D., Richter, M.M. (eds.) European Workshop on Case-Based Reasoning. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence), 837, 274–288. https://doi.org/10.1007/3-540-58330-0_93.
- Turner, J.T., Floyd, M.W., Gupta, K. & Oates, T. (2019). NOD-CC: A Hybrid CBR-CNN Architecture for Novel Object Discovery. In: Bach K., Marling C. (eds) Case-Based Reasoning Research and Development. Lecture Notes in Computer Science. Springer, Cham. ICCBR 2019,11680. https://doi.org/10.1007/978-3-030-29249-2_25.
- Amin, K., Kapetanakis, S., Althoff, K.D., Dengel, A. & Petridis, M. (2018). Answering with cases: a CBR approach to deep learning. In: Cox, M.T., Funk, P., Begum, S. (eds.) Springer, Cham. ICCBR 2018. LNCS (LNAI), 11156, 15–27. https://doi.org/10.1007/978-3-030-01081-2_2.
- Bugaeva, L.N., Beznosik, Yu.A., Statjukha, G.A. & Kvitka, A.A. (1996). An application of expert system to choice, simulation and development of gases purification processes. Journal Computers & Chemical Engineering, 20, S402–S406. https://doi.org/10.1016/0098-1354(96)00077-4.
- Bugaeva, L.N., Bojko, T.V. & Beznosyk, Yu.A. (2017). System analysis of chemical-technological systems, Kyiv: Interservice. 253.
First published Full Text (11.04.2021 - 21:33)
Official paper