Wavelet neural network applied for prognostication of contact pressure between soil and driving wheel

Information Processing in Agriculture - Tập 1 - Trang 51-56 - 2014
Hamid Taghavifar1, Aref Mardani1
1Department of Mechanical Engineering of Agricultural Machinery, Faculty of Agriculture, Urmia University, Iran

Tài liệu tham khảo

Kayombo, 1994, Response of tropical crops to soil compaction, 287 Taghavifar, 2013, Effect of velocity, wheel load and multipass on soil compaction, J Saudi Soc Agric Sci Burt, 1992, Some comparisons of average to peak soil–tire contact pressures, Trans ASAE, 35 Jun, 2004, Dynamic load and inflation pressure effects on contact pressures of a forestry forwarder tire, J Terramech, 41, 209, 10.1016/j.jterra.2004.03.002 Lamandé, 2011, Transmission of vertical stress in a real soil profile. Part II: effect of tyre size, inflation pressure and wheel load, Soil Tillage Res, 114, 71, 10.1016/j.still.2010.08.011 Arvidsson, 2007, Soil stress as affected by wheel load and tyre inflation pressure, Soil Tillage Res, 96, 284, 10.1016/j.still.2007.06.012 Carman, 2008, Prediction of soil compaction under pneumatic tires a using fuzzy logic approach, J Terramech, 45, 103, 10.1016/j.jterra.2008.10.001 Marakoğlu, 2010, Fuzzy knowledge-based model for prediction of soil loosening and draft efficiency in tillage, J Terramech, 47, 173, 10.1016/j.jterra.2009.10.001 Hossain, 2012, Intelligent air-cushion tracked vehicle performance investigation: neural-networks, Int J Heavy Vehicle Syst, 19, 407, 10.1504/IJHVS.2012.049850 Haykin, 1994 Taghavifar, 2013, A hybridized artificial neural network and imperialist competitive algorithm optimization approach for prediction of soil compaction in soil bin facility, Measurement, 46, 2288, 10.1016/j.measurement.2013.04.077 Taghavifar, 2013, Artificial neural network estimation of wheel rolling resistance in clay loam soil, Appl Soft Comput, 13, 3544, 10.1016/j.asoc.2013.03.017 Taghavifar, 2014, Fuzzy logic system based prediction effort: a case study on the effects of tire parameters on contact area and contact pressure, Appl Soft Comput, 14, 390, 10.1016/j.asoc.2013.10.005