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Materials and Manufacturing Processes Volume 32, 2017 - Issue 10
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Original Articles

Blast furnace charging optimization using multi-objective evolutionary and genetic algorithms

Tamoghna MitraThermal & Flow Engineering Laboratory, Faculty of Science and Engineering, Åbo Akademi University, Turku, Finland
,
Frank PetterssonThermal & Flow Engineering Laboratory, Faculty of Science and Engineering, Åbo Akademi University, Turku, Finland
,
Henrik SaxénThermal & Flow Engineering Laboratory, Faculty of Science and Engineering, Åbo Akademi University, Turku, Finland
&
Nirupam ChakrabortiDepartment of Metallurgical & Materials Engineering, Indian Institute of Technology, Kharagpur, IndiaCorrespondence[email protected]
Pages 1179-1188 | Received 17 Aug 2016, Accepted 19 Oct 2016, Published online: 27 Dec 2016

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Bashista Kumar Mahanta, Sidhartha Sarkar, Prodip Kumar Sen & Nirupam Chakraborti. (2022) Consequence of natural gas injection in blast furnace: a critical appraisal using a thermodynamic and evolutionary computation approach. Canadian Metallurgical Quarterly 61:1, pages 1-13.
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Bashista Kumar Mahanta & Nirupam Chakraborti. (2020) Tri-objective optimization of noisy dataset in blast furnace iron-making process using evolutionary algorithms. Materials and Manufacturing Processes 35:6, pages 677-686.
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C. Chandrasekhara Sastry, P. Hariharan, M. Pradeep Kumar & M. A. Muthu Manickam. (2019) Experimental investigation on boring of HSLA ASTM A36 steel under dry, wet, and cryogenic environments. Materials and Manufacturing Processes 34:12, pages 1352-1379.
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Wei Fang, Umar Farooq, Zhen Liu, Jing Lan & Robina Iram. (2022) Measuring energy efficiency financing: a way forward for reducing energy poverty through financial inclusion in OECD. Environmental Science and Pollution Research 29:47, pages 71923-71935.
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Bashista Kumar Mahanta, Rajesh Jha & Nirupam Chakraborti. 2022. Machine Learning in Industry. Machine Learning in Industry 47 81 .
Yanjiao Li, Huiqi Li, Jie Zhang & Sen Zhang. (2021) Data and knowledge driven approach for burden surface optimization in blast furnace. Computers & Electrical Engineering 92, pages 107191.
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Chen Zhang & Tao Yang. (2021) Optimal maintenance planning and resource allocation for wind farms based on non-dominated sorting genetic algorithm-ΙΙ. Renewable Energy 164, pages 1540-1549.
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Xiuyun Zhai, Mingtong Chen & Wencong Lu. (2020) Fuel Ratio Optimization of Blast Furnace Based on Data Mining. ISIJ International 60:11, pages 2471-2476.
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Ping Zhou, Wenpeng Li, Hong Wang, Mingjie Li & Tianyou Chai. (2020) Robust Online Sequential RVFLNs for Data Modeling of Dynamic Time-Varying Systems With Application of an Ironmaking Blast Furnace. IEEE Transactions on Cybernetics 50:11, pages 4783-4795.
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Shihua Luo, Zian Dai, Tianxin Chen, Hongyi Chen & Ling Jian. (2020) A weighted SVM ensemble predictor based on AdaBoost for blast furnace Ironmaking process. Applied Intelligence 50:7, pages 1997-2008.
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N A Spirin, I A Gurin, V V Lavrov & K A Shchipanov. (2020) Algorithms and software for optimal management of raw materials, fuel and energy resources in blast furnace production. IOP Conference Series: Materials Science and Engineering 866:1, pages 012042.
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Yanjiao Li, Sen Zhang, Jie Zhang, Yixin Yin, Wendong Xiao & Zhiqiang Zhang. (2020) Data-Driven Multiobjective Optimization for Burden Surface in Blast Furnace With Feedback Compensation. IEEE Transactions on Industrial Informatics 16:4, pages 2233-2244.
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Yanjiao Li, Huiqi Li, Jie Zhang, Sen Zhang & Yixin Yin. (2020) Burden Surface Decision Using MODE With TOPSIS in Blast Furnace Ironmkaing. IEEE Access 8, pages 35712-35725.
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I.A. Gurin, N.A. Spirin & V.V. Lavrov. (2019) Optimal Distribution of Iron Ore Raw Materials in Blast Furnace System. Optimal Distribution of Iron Ore Raw Materials in Blast Furnace System.
Bashista Kumar Mahanta & Nirupam Chakraboti. 2019. Optimization in Industry. Optimization in Industry 211 252 .
Bashista Kumar Mahanta & Nirupam Chakraborti. (2018) Evolutionary Data Driven Modeling and Multi Objective Optimization of Noisy Data Set in Blast Furnace Iron Making Process. steel research international 89:9, pages 1800121.
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Huicong Chen & Jianqi An. (2018) Burden Distribution Decision for Blast Furnace Based on Multiple Condition State. Burden Distribution Decision for Blast Furnace Based on Multiple Condition State.

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