An intelligent method for the evaluation and prediction of fabric formability for men’s suits

Abstract

Sixty-six commonly used suitings were selected as the experimental samples of the current study. The Kawabata Evaluation System was used to measure the mechanical properties of the samples. Each sample fabric was made into a shoulder-back as a part of a men’s suit. In order to study the appropriateness of the samples for making good shaped men’s suits, which is known as fabric formability, sensory evaluation methods have been applied to obtain panelists’ assessments on the shape of the shoulder-backs. During data analysis, principal component analysis was initially adopted to reduce the complexity of the system by extracting a small number of important mechanical properties. Then, a fuzzy neural network was developed to model the underlying relations between the samples’ formability and their mechanical properties. Finally, a number of testing samples were used to verify the effectiveness of the proposed predictive model.

Nghiên Cứu Khảo Sát Một Số Tính Chất Và Lựa Chọn Vải Dệt Thoi Lông Cừu Pha Polyester Phù Hợp May Áo Vest Công Sở Nam Khu Vực Miền Nam

“…Một trong những vật liệu phổ biến và lâu đời nhất sử dụng may veston là vải len dệt thoi có nguồn gốc từ lông của động vật như cừu, lạc đà, dê, thỏ,… trong đó lông cừu được sử dụng nhiều nhất. Lông cừu là vật liệu tự nhiên từ lâu đã được sử dụng làm nguyên liệu dệt vải trong may mặc và trang trí nội thất, mang nhiều đặc tính quý như độ bền tương đối cao, hút ẩm rất tốt, thoáng mát mùa hè và giữ nhiệt tốt vào mùa đông, tạo được phom dáng cho trang phục, có nhiều nghiên cứu về trang phục nam giới cho mùa hè lựa chọn đối tượng nghiên cứu là vải len lông cừu hoặc lông cừu pha [3], [4], [5], [6]. Vải lông cừu có nguồn gốc từ Châu Âu, được xem là một phần lịch sử và di sản của nước Anh.…”

Dokuma Kumaşların Deformasyon ve Geri Dönüş Özelliklerinin Yeni Bir Cihaz Kullanılarak Belirlenmesi

“…Formability and tactile comfort are both known to be related to low-stress mechanical properties which can be listed as bending rigidity, extensibility, shear rigidity and compressibility [3][4][5][6][7][8]. Kawabata Evaluation System (KES-F) and Fabric Assurance by Simple Testing (FAST) are measurement systems which are commonly used to determine the low-stress mechanical properties of woven fabrics [9][10][11][12][13]. Zhang et al [14] proposed a device which measures the force needed to pull a fabric through parallel pins and stated that the results given by this device were significantly correlated with bending rigidity, thickness, formability and extensibility.…”

Study of properties of overcoating fabrics during design of women’s clothes in different forms

“…Th e results proved that printable interlinings can replace fusible interlinings on woollen fabrics and improve the fabric total hand value and its fl exural, shearing and tensile properties. Th e Kawabata Evaluation System was used to measure the mechanical properties of the samples of suiting fabrics and each sample was made into a shoulder-back as a part of a men's suit [10]. Th e aim of the paper [11] was to investigate the feasibility of using a wool handle metre as an economical and eff ective method to predict the handle characteristics of wool-rich woven fabrics suitable for winter suiting.…”