ADVISORY-BASED PRODUCT CONFIGURATOR USED IN CHILLER CONFIGURATION AND EVALUATION Original scientific paper
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This article presents the architecture and functional principle of an advisory-based product configurator. The program is used to create new and modify similar product configurations and is intended for users without in-depth expertise in technical fields. Due to its architecture, the configurator is designed to utilise the knowledge stored in the knowledge database. The selection is based on a combination of fuzzy inference rules and mapping techniques. Knowledge regarding the product is captured by using component-based matrices. The possibility of adding new knowledge and new rules is also provided. All this enables the configurator to link customer requirements and offers the possibility of selecting one or more products. In addition, it evaluates possible product variants based on the parameters specified by the user. The graphical representation of the results obtained includes the product technical documentation as well as a matrix representation of all the selected components and modules. The functional principle and evaluation of the product selection are demonstrated using a case study of a chiller for installation in an industrial plant. During the selection and evaluation of the chiller, better system performance is achieved with a chiller that has a water-based condenser.
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[1] R. Saidur, Renewable Sustainable Energy Rev. 14 (2010) 877–898. https://doi.org/10.1016/j.rser.2009.10.018.
[2] L. Zhang, H. Fukuda, Z. Liu, J. Cleaner Prod. 228 (2019) 770-777. https://doi.org/10.1016/j.jclepro.2019.04.338.
[3] M.Y. Shabalov, Y.L. Zhukovskiy, A.D. Buldysko, B. Gil, V.V. Starshaia, Energy Rep. 7 (2021) 2664-2680. https://doi.org/10.1016/j.egyr.2021.05.001.
[4] C.C. Hampo, A.A. Mokhtar, M. Muhammed, K.A. Hewage, D. Rasangika, Y. Shanshan, Int. J. Sustainable Energy 41(8) (2021) 1-16. https://doi.org/10.1080/14786451.2021.2021907.
[5] H. Jalo, H. Pirkkalainen, Int. J. Info. Manage. 75 (2024) 102731. https://doi.org/10.1016/j.ijinfomgt.2023.102731.
[6] J. Prentzas, I. Hatzilygeroudis, Expert Syst. 24(2) (2007) 97-122. https://doi.org/10.1111/j.1468-0394.2007.00423.x.
[7] A. Haug, S. Shafiee, L. Hvam, Comput. Ind. 105 (2019) 133-142. https://doi.org/10.1016/j.compind.2018.11.005.
[8] T. Blecker, N. Abdelkafi, G. Kreuter, G. Friedrich, in Eight Maghrebian Conference on Software Engineering and Artificial Intelligence (MCSEAI 2004), Sousse, Tunisia (2004), pp. 25-36.
[9] T. Blecker, Encyclopedia of E-Commerce, E-Government, and Mobile Commerce, IGI Global, Hershey, PA, USA (2007) 191-196. https://doi.org/10.4018/978-1-59140-799-7.ch151.
[10] D. Antonelli, N. Pasquino, A. Villa, in Proceedings of AMST’05 Advanced Manufacturing Systems and Technology, Udine, Italy CISM 486 (2005), pp. 317-326. https://doi.org/10.1007/3-211-38053-1_30.
[11] A. Haug, L. Hvam, N.H. Mortensen, Artif. Intell. Eng. Des. Anal. Manuf. 25 (Special Issue 02) (2011) 197-206. http://doi.org/10.1017/S0890060410000636.
[12] A. Haug, L. Hvam, N.H. Mortensen, Comput. Ind. 63(5) (2012) 471-481. http://doi.org/10.1016/j.compind.2012.02.001.
[13] A. Haug, S. Shafiee, L. Hvam, Comput. Ind. 105 (2019) 133-142. https://doi.org/10.1016/j.compind.2018.11.005.
[14] S. Shafiee, A. Haug, S. Shafiee Kristensen, L. Hvam, J. Manuf. Technol. Managе. 32(1) (2021) 219-241. https://doi.org/10.1108/JMTM-04-2020-0137.
[15] L. P. Poot, PhD thesis, Faculty of Science and Engineering, Linköping University, Linköping, Sweden (2021). https://liu.diva-portal.org/smash/record.jsf?pid=diva2%3A1620210&dswid=6033.
[16] R.N. Workalemahu, C. Forza, N. Suzic, in Proceedings of the 26th ACM International Systems and Software Product Line Conference (SPLC '22) - Volume B, Graz, Austria (2022), pp. 201-208. https://doi.org/10.1145/3503229.3547038.
[17] J. Nummela, in Proceedings of Nord Design 2004, Tampere, Finland (2004), 299-308. URL: https://www.designsociety.org/publication/29221/matrix_based_method_for_maintaining_configuration_knowledge.
[18] O. Johansson, P. Krus, in Proceedings of IDETC/CIE2006 ASME 2006 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Philadelphia, USA (2006), pp. 691-700. https://doi.org/10.1115/DETC2006-99481.
[19] P.T. Helo, Ind. Manag. Data Syst. 106(7) (2006) 997-1011. http://doi.org/10.1108/02635570610688896.
[20] M. Germani, M. Mengoni, R. Raffaeli, in Proceedings of International Design Conference - DESIGN 2006, Cavtat, Croatia (2006), pp. 253-262.
[21] J.A. Gopsill, C. Snider, C. McMahon, B. Hicks, Artif. Intell. Eng. Des. Anal. Manuf. 30 (2016) 424-445. http://doi.org/10.1017/S0890060416000391.
[22] K. Osman, M. Perić, D. Stamenković, Sci.Tech. Rev. 61(3-4) (2011) 95-101.
[23] K. Osman, Ž. Tomaš, D. Pervan, Procedia CIRP. 60 (2017) 464-469. https://doi.org/10.1016/j.procir.2017.02.032.
[24] K. Osman, M. Perić, J. Cleaner Prod. 416. (2023), 137803. https://doi.org/10.1016/j.jclepro.2023.137803.
[25] K. Osman, M. Perić, T. Alajbeg, in Proceedings of SpliTech 2024 - 9th International Conference on Smart and Sustainable Technologies. Bol, Croatia (2024), pp. 1-6. https://doi.org/10.23919/SpliTech61897.2024.10612499
[26] C. Zhou, Z. Lin, C. Liu, Int. J. Adv. Manuf. Technol. 38(1) (2008) 185-194. https://doi.org/10.1007/s00170-007-1089-6
[27] H. Wu, Z. Xu, Int. J. Comput. Commun. Control. 16(1) (2021) 1-28. https://doi.org/10.15837/ijccc.2021.1.4044.
[28] T.D. Toan, Y.D. Wong, S.H. Lam, M. Meng, Phys. A (Amsterdam, Neth.) 604 (2022) 1-19. https://doi.org/10.1016/j.physa.2022.127899.