Microstructural and Tribological Characterization of Cryogenic Treated WC-Co Cutting Bits under Different Holding Times for Rock Cutting Applications

被引:12
作者
Chinnasamy, Moganapriya [1 ]
Rathanasamy, Rajasekar [2 ]
Palaniappan, Sathish Kumar [1 ]
Pal, Samir Kumar [1 ]
Muthuswamy, Padmakumar [3 ]
Korrayi, Roja Rani [4 ]
Uddin, Md. Elias [5 ]
机构
[1] Indian Inst Technol Kharagpur, Dept Min Engn, Kharagpur 721302, West Bengal, India
[2] Kongu Engn Coll, Dept Mech Engn, Erode 638060, Tamil Nadu, India
[3] Kennametal India Ltd, Technol Ctr, Bangalore 560073, Karnataka, India
[4] Indian Inst Technol Kharagpur, Mat Sci Ctr, Kharagpur 721302, West Bengal, India
[5] Khulna Univ Engn & Technol, Fac Mech Engn, Dept Leather Engn, Khulna, Bangladesh
关键词
ANFIS; cryogenic treatment; GFRG; microstructure; rock cutting bit; tungsten carbide; wear; DIFFERENT POST TREATMENTS; HIGH-SPEED STEEL; MACHINING PERFORMANCE; MECHANICAL-PROPERTIES; TOOL WEAR; MACHINABILITY; COBALT; TEMPERATURE; COMPOSITES; PREDICTION;
D O I
10.1007/s11665-023-08291-9
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Cryogenic heat treatment is an advanced heat treatment process employed to modify the microstructure of a cutting bit to enhance its properties. This research study aims to investigate the effects of deep cryogenic treatment under different soaking times on the tribological performance of rock cutting bits. Cryogenic treatment was applied for 12-, 18-, 24-, 30-, and 36-h soaking duration, and their corresponding microstructural modifications were identified through SEM and XRD analysis. In accordance with the mechanical properties of deep cryogenic treated WC, the hardness initially strengthened up to 24 h (52.49%). Further increase in cryogenic treatment (36 h) leads to drop in hardness (CT 36: 32.46%). The microstructural observation confirms the conversion of martensitic phase from fcc to hcp-Co phase. The atomic percentage of Co was found to be higher (35.42%) for CT 24 bit as compared to UT bit. The variation in properties is due to the formation of ? carbides (Co3W3C, Co6W6C) and the martensitic transformation of a-Co to e-Co phase. Wear tests were conducted under dry condition using CT and UT bits. Multi-criteria decision-making optimization has been carried out through the grey fuzzy integrated Taguchi technique to obtain the optimized soaking duration along with load and speed. To predict the value of GFRG, an ANFIS model was developed, which resulted in 94.57% prediction accuracy. The treatment time influences 86.29% of the output responses. According to the results obtained, CT 24 bit exhibited best optimized results as compared to other bits, and hence, 24-h cryogenic holding time can be recommended for rock cutting applications.
引用
收藏
页码:4933 / 4950
页数:18
相关论文
共 62 条
[41]   Performance assessment of hard coating on rock cutting bit and process parameter optimization through multi-response approach using DEAR-Taguchi technique [J].
Palaniappan S.K. ;
Pal S.K. ;
Chinnasamy M. ;
Rathanasamy R. .
Arabian Journal of Geosciences, 2021, 14 (11)
[42]   The studies on the tribological performance, characterization and mechanical properties of W-2Ni-1Fe (wt%) alloy [J].
Paul, Bhaskar ;
Kishor, Jugal ;
Karthik, A. ;
Murthy, Tammana S. R. C. ;
Sunil, Saurav ;
Singh, K. ;
Majumdar, Sanjib .
INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS, 2022, 103
[43]   A Review of Multi-objective Optimization: Methods and Algorithms in Mechanical Engineering Problems [J].
Pereira, Joao Luiz Junho ;
Oliver, Guilherme Antonio ;
Francisco, Matheus Brendon ;
Cunha, Sebastiao Simoes, Jr. ;
Gomes, Guilherme Ferreira .
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2022, 29 (04) :2285-2308
[44]   Investigation of wear resistance of drill bits with WC, Diamond-DLC, and TiAlSi coatings with respect to mechanical properties of rock [J].
Piri, Mostafa ;
Hashemolhosseini, Hamid ;
Mikaeil, Reza ;
Ataei, Mohammad ;
Baghbanan, Alireza .
INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS, 2020, 87
[45]  
POOMARI A, 2012, EUR J SCI RES, V85, P394
[46]  
Ramji B. R., 2010, International Journal of Applied Engineering Research, V1, P553
[47]   An insight into microstructure and machining performance of deep cryogenically treated cemented carbide inserts [J].
Sahoo, B. N. ;
Mohanty, A. ;
Gangopadhyay, S. ;
Vipindas, K. .
JOURNAL OF MANUFACTURING PROCESSES, 2020, 58 :819-831
[48]   Performance evaluation of cryogenically treated tungsten carbide cutting tool inserts [J].
Seah, KHW ;
Rahman, M ;
Yong, KH .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2003, 217 (01) :29-43
[49]   Prediction of cutting tool wear during milling process using artificial intelligence techniques [J].
Shankar, S. ;
Mohanraj, T. ;
Rajasekar, R. .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2019, 32 (02) :174-182
[50]   A hybrid immune genetic algorithm with tabu search for minimizing the tool switch times in CNC milling batch-processing [J].
Shi, Shuangyuan ;
Xiong, Hegen .
APPLIED INTELLIGENCE, 2022, 52 (07) :7793-7807