Differentiation in Gravimetrical and Frictional Properties of Phaseolus Vulgaris L. by a Partial Least Square Regression Model

Sefa Altıkat; Sülhattin Yaşar

doi:10.18016/ksutarimdoga.vi.515891

TR EN

Differentiation in Gravimetrical and Frictional Properties of Phaseolus Vulgaris L. by a Partial Least Square Regression Model

Abstract

This study was conducted to determine gravimetrical and frictional properties of four white kidney beans varieties (Karaman, Topçu, Karacaşehir and Akman), each having five different seed moisture contents (14.58 %, 24.32 %, 33.45 %, 42.54 % and 53.48 %). According to obtained results, the axial dimensions of all bean varieties increased by increasing the seed moisture content. In addition, there was a positive relationship between the thousand grain mass and seed moisture content and between the surface area and moisture content. The seed bulk densities negatively correlated with the seed moisture content. A partial least square regression (PLSR) model included all parameters successfully differentiated the varieties into 3 independent groups: Akman and Topçu were in the same group (group 1), and each of Karacaşehir (group 2) and Göynük (group 3) varieties significantly differed from all varieties. The result of PLSR score plot significantly differentiated the five different water contents of the seeds: the seeds with 25%, 35% and 45% moisture content were in the same group. It was concluded that both the grain water content and the grain variety had significant effects on engineering properties.

Keywords

Physical properties,Mechanical properties,Bean,Fraction,PLRS

Kaynakça

Altuntaş E, Yıldız M 2007. Effect of Moisture Content on Some Physical and Mechanical Properties of Faba Bean (Vicia faba L.) Grains. Journal of Food Engineering, 78(1): 174–183.
Anonymous 1999. Moisture Measurement – Unground Grain and Seeds. S352.2, DEC97.ASAE Standards, Standards Engineering Practices Data. ASAE, St. Joseph, MI.
Aviara NA, Mamman E, Umar B 2005. Some Physical Properties of Balanites aegyptiaca Nuts. Biosystems Engineering, 92(3): 325–334.
Aviara NA, Gwandzang MI, Haque MA 1999. Physical Properties of Guna Seeds. J. Agric. Eng. Res., 73: 105–111.
Çalışır S, Marakoğlu T, Öğüt H, Öztürk Ö 2005. Physical Properties of Rapeseed (Brassica napus oleifera L.). Journal of Food Engineering, 69: 61–66.
Cetin M 2007. Physical Properties of Barbunia Bean (Phaseolus vulgaris L. cv. ‘Barbuniz’) Seed. Journal of Food Engineering, 80: 353-358.
Coşkun MB, Yalçın I, Özarslan C 2006. Physical Properties of Sweet Corn Seed (Zea mays saccharata Sturt.). Journal of Food Engineering 74(4): 523–528.
Coşkuner Y, Karababa E 2007. Some Physical Properties of Flaxseed (Linum usitatissimum L.). Journal of Food Engineering, 78: 1067–1073.

Deshpande SD, Bal S, Ojha TP 1993. Physical Properties of Soybean. Journal of Agricultural Engineering Research, 56(2): 89–98.
Dursun E, Dursun I 2005. Some Physical Properties of Caper Seed. Biosystems Engineering, 92(2): 237–245.
Dutta SK, Nema VK, Bhardwaj RK 1988. Physical Properties of Gram. Journal of Agricultural Engineering Research,39: 259–268.
Gharibzahedi SMT, Etemad V, Mirarab-Razi J, Fos’hat M 2010. Study on Some Engineering Attributes of Pine Nut (Pinus pinea) to the Design of Processing Equipment. Research of Agricultural Engineerin, 56(3): 99-106.
Gupta RK, Das SK 1997. Physical Properties of Sunflower Seeds. Journal of Agricultural Engineering Research, 66: 1–8.
Haciseferoğullari H, Özcan M, Demir F, Çalışır S 2005. Some Nutritional and Technological Properties of Garlic (Allium sativum L.). Journal of Food Engineering, 68: 463–469.
Işık E, Ünal H 2007. Moisture Dependent Physical Properties of White Speckled Red Kidney Bean Grains. Journal of Food Engineering, 82:209–216.
Konak M, Çarman K, Aydin C 2002. Physical Properties of Chickpea Grains. Biosystems Engineering, 82(1): 73–78.
Mwithiga G, Sifuna MM 2006. Effect of Moisture Content on the Physical Properties of Three Varieties of Sorghum Seeds. Journal of Food Engineering, 75: 480–486.
Nimkar PM, Mandwe DS, Dudhe RN 2005. Physical Properties of Moth Gram. Biosystems Engineering 91 (2): 183–189.
Öztürk T, Esen B 2008. Physical and Mechanical Properties of Barley. Agricultura Tropica et Subtropica, 41 (3):117–121.
Paksoy M, Aydin A 2004. Some Physical Properties of Edible Squash (Cucurbita pepo L.) Seeds. Journal of Food Engineering, 65: 225–231.
Pradhan RC, Naik SN, Bhatnagar N, Vijay VK 2009. Moisture Dependent Physical Properties of Jatropha Fruit. Industrial Crops and Products, 2 (9): 341–347.
Şehirali S 1988. Yemeklik Tane Baklagiller Ders Kitabı. Ankara Üniversitesi, Ziraat Fakültesi, Yayın No: 1089, Ankara, 314 s.
Sologubik CA, Campanone LA, Pagano AM, Gely MC 2013. Effect of Moisture Content on Some Physical Properties of Barley. Industrial Crops and Products, 43:762– 767.
Solomon WK, Zewdu AD 2009. Moisture Dependent Physical Properties of Niger (Guizotia abyssinica Cass.) Seed. Industrial Crops and Products, 29: 165–170.
Sun DW, Woods JL 1994. Low Temperature Moisture Transfer Characteristics of Barley: Thin-Layer Models and Equilibrium Isotherms. J. Agric. Eng. Res. 59: 273–283.
Tavakoli H, Rajabipour A, Mohtasebi SS 2009. Moisture Dependent Some Engineering Properties of Soybean Grains. Agricultural Engineering International: the CIGR Ejournal, 11: 1110.
Tavakoli M, Tavakoli H, Rajabipour A, Ahmadi H, Gharib-Zahedi SMT 2009. Moisture Dependent Physical Properties of Barley Grains. International Journal of Agricultural and Biological Engineering, 2 (4): 84–91.
Tekin Y, Işık E, Ünal H, Okursoy R 2006. Physical and Mechanical Properties of Turkish Göynnk Bombay Beans (Phaseolus vulgaris L.). Pakistan Journal of Biological Sciences, 9(12): 2229–2235.
Ünal H, Işık E, Alpsoy H C 2006. Some Physical and Mechanical Properties of Black-Eyed Pea (Vigna unguiculata L.) Grains. Pakistan Journal of Biological Sciences, 9(9): 1799–1806.
Vilche C, Gely M, Santalla E 2003. Physical Properties of Quinoa Seeds. Biosystems Engineering, 86(1): 59–65.
Yalçın I, Özarslan C 2004. Physical Properties of Vetch Seed. Biosystems Engineering, 88(4):507–512.
Zareiforoush H, Komarizadeh MH, Alizadeh MR 2009. Effect of Moisture Content on Some Physical Properties of Paddy Grains. Research Journal of Applied Sciences, Engineering and Technology, 1 (3): 132–139.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Ziraat, Veterinerlik ve Gıda Bilimleri

Bölüm

Araştırma Makalesi

Yazarlar

Sefa Altıkat ^*
0000-0002-3472-4424
Türkiye

Sülhattin Yaşar
0000-0001-9334-1303
Türkiye

Yayımlanma Tarihi

31 Ağustos 2019

Gönderilme Tarihi

21 Ocak 2019

Kabul Tarihi

18 Nisan 2019

Yayımlandığı Sayı

Yıl 2019 Cilt: 22 Sayı: 4

DOI

https://doi.org/10.18016/ksutarimdoga.vi.515891

IZ

https://izlik.org/JA52EB79RU

Kaynak Göster

RIS / Bibtex

APA

Altıkat, S., & Yaşar, S. (2019). Differentiation in Gravimetrical and Frictional Properties of Phaseolus Vulgaris L. by a Partial Least Square Regression Model. Kahramanmaraş Sütçü İmam Üniversitesi Tarım ve Doğa Dergisi, 22(4), 641-649. https://doi.org/10.18016/ksutarimdoga.vi.515891