Optimization of Cutting Parameters for Trade-off Among Carbon Emissions, Surface Roughness, and Processing Time

Jiang, Zhipeng; Gao, Dong; Lu, Yong; Liu, Xianli

doi:10.1186/s10033-019-0408-9

Chinese Journal of Mechanical Engineering

Table 11 Pareto front solution set

From: Optimization of Cutting Parameters for Trade-off Among Carbon Emissions, Surface Roughness, and Processing Time

No.	Cutting depth (mm)	Spindle speed (r/min)	Feed rate (mm)	Carbon emissions (g-CO₂)	Processing time (s)	Surface roughness (μm)	Relative closeness	Note
1	1.50	300	0.30	55.57	79.28	18.49	0.5007	Minimum carbon emission
2	1.50	300	0.10	91.26	180.61	5.33	0.4943	Minimum surface roughness
3	1.50	300	0.10	91.26	180.61	5.33	0.4943	Minimum surface roughness
4	1.50	600	0.30	83.07	53.94	18.49	0.5029	Minimum processing time
5	1.93	600	0.10	116.97	104.61	5.33	0.6056	Minimum surface roughness
6	1.51	546	0.30	77.39	56.48	18.49	0.5073
7	1.99	600	0.19	94.31	68.83	14.57	0.5378
8	1.66	335	0.22	64.48	89.43	16.70	0.5000
9	1.52	300	0.13	78.50	144.21	9.22	0.5175
10	1.53	300	0.26	58.61	87.56	17.99	0.4885
11	1.53	333	0.25	61.72	84.31	17.64	0.4965
12	1.89	560	0.13	101.99	92.52	8.76	0.6187
13	1.53	336	0.24	62.74	85.92	17.31	0.4979
14	1.55	300	0.15	74.01	131.14	11.02	0.5172
15	1.52	326	0.15	75.68	124.45	10.80	0.5407
16	1.98	559	0.20	87.94	68.55	15.61	0.5259
17	1.61	300	0.28	57.08	82.42	18.43	0.4934
18	1.54	300	0.11	86.51	166.75	6.64	0.5042
19	1.52	300	0.12	83.44	158.22	7.55	0.5102
20	1.57	310	0.18	68.07	109.66	13.99	0.5093
21	1.50	300	0.10	90.22	177.63	5.59	0.4966
22	1.55	300	0.18	67.41	112.31	14.01	0.5026
23	1.55	301	0.14	76.72	138.38	9.94	0.5193
24	1.53	300	0.11	87.92	170.81	6.24	0.5012
25	1.89	590	0.11	110.87	98.26	6.77	0.6162
26	1.59	314	0.17	69.44	111.70	13.46	0.5154
27	1.94	599	0.10	114.82	101.59	5.91	0.6102
28	1.88	560	0.12	104.94	97.59	7.65	0.6206	Minimum overall
29	1.51	309	0.10	91.55	176.00	5.33	0.5021	Minimum surface roughness
30	1.91	567	0.12	104.45	94.49	8.13	0.6199
31	1.52	300	0.11	84.60	161.31	7.19	0.5084
32	1.98	594	0.12	107.61	91.45	8.14	0.6165
33	1.55	301	0.13	77.70	141.14	9.57	0.5189
34	1.95	600	0.21	91.19	64.18	16.18	0.5153
35	1.77	600	0.17	96.91	74.07	12.81	0.5677
36	1.98	596	0.21	90.75	64.28	16.22	0.5150
37	1.72	300	0.17	69.77	117.41	13.16	0.5063
38	1.51	300	0.11	85.11	163.05	7.02	0.5071
39	1.71	327	0.17	72.28	112.90	12.66	0.5288
40	1.95	600	0.15	100.03	78.02	11.57	0.5851
41	1.50	544	0.29	77.71	57.56	18.48	0.5051
42	1.96	558	0.21	87.39	67.91	15.83	0.5231
43	1.92	600	0.10	116.92	104.61	5.33	0.6057	Minimum surface roughness
44	2.00	599	0.18	95.29	70.59	13.99	0.5469
45	1.55	301	0.12	82.24	153.67	7.99	0.5140
46	1.89	589	0.11	111.72	99.91	6.46	0.6149
47	1.54	304	0.13	80.70	148.25	8.52	0.5190
48	1.71	300	0.15	73.85	129.08	11.32	0.5150
49	1.52	327	0.14	76.88	127.17	10.33	0.5428
50	1.92	587	0.10	113.51	103.03	5.90	0.6110

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