Mathematical model of steel consumption minimization considering the two-stage billets cutting
- Details
- Category: Content №2 2021
- Last Updated on 29 April 2021
- Published on 30 November -0001
- Hits: 3386
Authors:
V.V.Hnatushenko, orcid.org/0000-0003-3140-3788, Dnipro University of Technology, Dnipro, Ukraine, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
T.A.Zheldak, orcid.org/0000-0002-4728-5889, Dnipro University of Technology, Dnipro, Ukraine, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
L.S.Koriashkina, orcid.org/0000-0001-6423-092X, Dnipro University of Technology, Dnipro, Ukraine, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu. 2021, (2): 118 - 124
https://doi.org/10.33271/nvngu/2021-2/118
Abstract:
Purpose. To achieve a decrease in energy and resource costs in the multi-stage production of rolled products within a given plan through the development of appropriate mathware.
Methodology. The multi-stage problem mathware for producing rolling steel products is developed on the basis of system approach applying fundamental principles of the optimization and operation research theory. Realization of the developed mathematical model allows discovering such a strategy of using steel during the whole manufacturing process, which minimizes not only the steel waste at the moment of its casting in a mold, but also the offcuts in the process of cutting the obtained ingots into the billets.
Findings. A mathematical task model is built to minimize the amount of steel for producing a certain order of size of one cast volume only. The developed model specifies the possibility to pre-evaluate the billet optimal size, based on the necessary cutting along the final product length, appropriate for the certain billet form of section, and ingot weight limits.
Originality. A mathematical model is provided for the optimal metal distribution process when implementing the plan of manufacturing rolling products. The model, in contrast to the existing ones, shifts the emphasis on forming the optimal ingot weight, which has a pre-calculated optimal cutting plan.
Practical value. The use of the developed mathematical optimization model (minimizing the amount of steel for producing a certain order) as part of an automated decision support system for management of rolling production will reduce the number of cutting machine changeover and minimize resources use and stock balance.
Keywords: casting, ingot, steel recovery rate, dimensionality, optimization, two-stage model
References.
1. Mazur, V.L. (2019). Theory and rolling technology: unsolved problems and development aspects. Metal and Casting of Ukraine, 5-6(312-313), 48-55. https://doi.org/10.15407/steelcast2019.05.048.
2. Son, D., Kim, B.-I., Bae, B., Park, J.-S., & Ki, Y. (2016). An algorithm for a cutting problem in window frame production. International Journal of Production Research, 54(14), 4327-4339. https://doi.org/10.1080/00207543.2016.1148279.
3. Muter, ., & Sezer, Z. (2018). Algorithms for the one-dimensional two-stage cutting stock problem. European Journal of Operational Research, 271(1), 20-32. https://doi.org/10.1016/j.ejor.2018.04.042.
4. Pitombeira-Neto, A.R., & Prata, B.d.A. (2020). Amatheuristic algorithm for the one-dimensional cutting stock and scheduling problem with heterogeneous orders. TOP 28, 178-192. https://doi.org/10.1007/s11750-019-00531-3.
5. Garraffa, M., Salassa, F., Vancroonenburg, W., Vanden Berghe, G., & Wauters, T. (2016). The one-dimensional cutting stock problem with sequence-dependent cut losses. International Transactions in Operational Research, 23(1-2), 5-24. https://doi.org/10.1111/itor.12095.
6. Powar, P., & Samuel, Siby (2018). One Dimensional Cutting Stock Problem (1D-CSP): A New approach for Sustainable Trim Loss. International journal of computer sciences and engineering, 6, 265-271. https://doi.org/10.26438/ijcse/v6i10.265271.
7. Sezer, Z., & Muter, . (2016). Two-Stage Cutting Stock Problem with Due Dates. In A. Fink, A. Fgenschuh, & M.Geiger (Eds.). Operations Research Proceedings, (pp. 139-145). Springer, Cham. https://doi.org/10.1007/978-3-319-55702-1_20.
8. Khan, R., Pruncu, C.I., Khan, A.S., Naeem, K., Abas, M., Khalid, Q.S., & Aziz, A. (2020). A Mathematical Model for Reduction of Trim Loss in Cutting Reels at a Make-to-Order Paper Mill. Applied Sciences, 10(15), 5274.
9. Powar, P.L., & Samuel, S. (2017). Comparative study of various algorithms dealing with computational aspects of one-dimensional cutting stock problem. Advances in Computational Sciences and Technology, 10(3), 409-422. Retrieved from http://www.ripublication.com/acst17/acstv10n3_07.pdf .
10. Santos, J.L., Santos, J., Ferreira, M.J., Alves, N., & Guevara, M. (2018). Application of the Two-Stage One-Dimensional Cutting Stock Problem in the Steel Industry. IEEE 27th International Symposium on Industrial Electronics (ISIE), Cairns, QLD, (pp. 683-690). https://doi.org/10.1109/ISIE.2018.8433734.
11. Karmalta, O.Yu., & Kravchenko, V.P. (2020). Automation of the cutting process for uninterrupted pouring into specific cut length with minimum cuttings. Perspektyvy rozvytku suchasnoi nauky tekhnky: zbirnyk tez dopovidei Vseukrainskoi nternet-konferentsii, Marupol, (pp. 26-27).
12. Wang, D., Xiao, F., Zhou, L., & Liang, Z. (2020). Two-dimensional skiving and cutting stock problem with setup cost based on column-and-row generation. European Journal of Operational Research, 286(2), 547-563. https://doi.org/10.1016/j.ejor.2020.03.060.
13. Arenales, Marcos Nereu, Cherri, Adriana Cristina, Nascimento, Douglas N. do, & Vianna, Andra (2015). A new mathematical model for the cutting stock/leftover problem. Pesquisa Operacional, 35(3), 509-522.https://doi.org/10.1590/01017438.2015.035.03.0509.
Newer news items:
- Investing in road construction infrastructure projects under public-private partnership in the form of concession - 29/04/2021 02:36
- Criteria for the management of a sustainable and safe positioning of the fleet in the conditions of globalization - 29/04/2021 02:36
- Modeling of the structural shift impact on economic dynamics of Ukraine's development - 29/04/2021 02:36
- Analysis of attacks in IEEE 802.11 networks at different levels of OSI model - 29/04/2021 02:36
- Principles for selecting, training and maintaining skills for safe work of personnel for mining industry enterprises - 29/04/2021 02:36
- Assessment of noise impact on coal mine workers including way to/from workplace - 29/04/2021 02:36
- Assessment of potential dangers of installations at Rhourde Nouss station within the framework of The Law 45/DG (Ouargla, Algeria) - 29/04/2021 02:36
- Assessment of the ecological risk of pollution of soil and bottom sediments in the Ukrainian Danube region - 29/04/2021 02:36
- Analysis and forecast of production and utilization of industrial waste in Ukraine - 29/04/2021 02:36
- Environmental water security policy in the EU, Ukraine and other developing countries - 29/04/2021 02:36
Older news items:
- The synthesis of strategies for the efficient performance of sophisticated technological complexes based on the cognitive simulation modelling - 29/04/2021 02:36
- Enhancing energetic and economic efficiency of heating coal mines by infrared heaters - 29/04/2021 02:36
- Mathematical modeling of power supply reliability at low voltage quality - 29/04/2021 02:36
- Segmentation of heat energy consumers based on data on daily power consumption - 29/04/2021 02:36
- Determination of the cutting force components while milling cylindrical surfaces with an oriented tool - 29/04/2021 02:36
- Regularities of safe control of piston compressor units of mobile compressor stations - 29/04/2021 02:36
- Control of density and velocity of emulsion explosives detonation for ore breaking - 29/04/2021 02:36
- Electric arc spraying of cermet coatings of steel 65G-Tic system - 29/04/2021 02:36
- Feasibility study of exploiting gearbox oil temperature of wind turbine for improving a heat pump water heater in cold areas - 29/04/2021 02:36
- New aspects of the methodology for assessing the complexity of the structure of technological systems of the mining and metallurgical complex - 29/04/2021 02:36