Evaluating the Smoothness of the Washed Fabric after Laundry with the Washing Machine Based on a New Type-2 Fuzzy Neural Network

Table 1

The characteristics of the cotton fabric samples.

Material	Weaving	Thickness (mm)	Weight (g/m^2)	Density/inch		Linear density (tex)		Cover factor		Wrinkle ratting
				Warp	Weft	Warp	Weft	Warp	Weft
Staple cotton	Twill	0.20	70	60	50	15	18	0.38	4.3	2.71
Staple cotton	Twill	0.22	80	62	52	16	19.5	0.40	0.45	2.52
Staple cotton	Plain	0.23	90	68	57	18.7	17.8	0.43	0.42	2.52
Staple cotton	Plain	0.24	97	67	60	22	17	0.47	0.41	2.63
Staple cotton	Twill	0.27	95	64	55	19.8	19.8	0.45	0.45	2.54
Staple cotton	Plain	0.30	86	61	50	21	18	0.46	0.42	250
Staple cotton	Rib	0.32	140	70	58	29	26	0.54	0.51	2.42
Staple cotton	Rib	0.37	130	66	51	28	27	0.53	0.52	2.62
Staple cotton	Plain	0.40	110	56	52	27	24	0.52	0.49	2.51
Staple cotton	Plain	0.45	160	72	62	31	28	0.59	0.57	2.37
Staple cotton	Satin	0.48	180	76	68	33	30	0.57	0.55	2.22
Staple cotton	Satin	0.60	245	86	79	42	32	0.65	0/57	1.93
Staple cotton	Twill	0.62	200	71	66	36	38	0.6	0.62	2.04
Staple cotton	Plain	0.70	260	78	72	52	35	0.72	0.60	1.81
Staple cotton	Plain	0.25	90	59	50	19	20	0.44	0.45	2.55
Staple cotton	Twill	0.31	89	55	55	21	21	0.46	0.46	2.46
Staple cotton	Plain	0.30	130	68	48	26	31	0.51	0.55	2.32
Staple cotton	Plain	0.34	125	61	52	31	24	0.56	0.50	2.34
Staple cotton	Twill	0.42	115	60	60	21	27	0.46	0.52	2.35
Staple cotton	Plain	0.46	158	70	68	29	29	0.54	0.54	2.22
Staple cotton	Rib	0.49	186	76	68	33	32	0.57	0.57	2.10
Staple cotton	Rib	0.55	235	82	78	42	32	0.65	0.56	2.03
Staple cotton	Plain	0.60	201	78	70	36	32	0.60	0.56	2.17
Staple cotton	Plain	0.69	255	84	78	47	50	0.68	0.71	1.98
Staple cotton	Twill	0.26	89	62	52	18	21	0.42	0.46	2.70
Staple cotton	Plain	0.30	93	65	58	17	21	0.41	0.46	2.60
Staple cotton	Plain	0.30	130	69	54	29	23	0.54	0.48	2.25
Staple cotton	Twill	0.29	130	60	50	34	25	0.58	0.50	2.35
Staple cotton	Plain	0.35	128	64	60	28	25	0.53	0.50	2.30
Staple cotton	Plain	0.39	105	55	50	25	25	0.50	0.50	2.40
Staple cotton	Twill	0.47	156	66	66	34	25	0.58	0.50	2.20
Staple cotton	Plain	0.50	178	89	70	28	28	0.53	0.53	2.10
Staple cotton	Satin	0.58	230	80	65	41	39	0.64	0.62	2.00
Staple cotton	Twill	0.60	196	75	70	34	35	0.58	0.59	2.05
Staple cotton	Plain	0.71	266	85	78	49	32	0.70	0.56	1.90
Staple cotton	Plain	0.23	91	60	60	21	17	0.46	0.41	2.70
Staple cotton	Twill	0.33	80	61	50	17	20	0.41	0.45	2.65
Staple cotton	Plain	0.24	90	63	58	18	19	0.42	0.43	2.67
Staple cotton	Plain	0.32	140	67	55	26	32	0.51	0.56	2.40
Staple cotton	Satin	0.36	125	65	64	25	23	0.50	0.48	2.55
Staple cotton	Twill	0.40	110	63	61	22	23	0.47	0.48	2.32