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So far, there are no results for research on the biomechanical parameters of giant miscanthus stalks taking into account both the influence of moisture content and the internode, from which the samples were taken. Therefore, the aim of the research was to comprehensively investigate the influence of the internode number (NrNod) and water content (MC) on the values of selected biomechanical parameters (modulus of elasticity and maximum stress) determined using various stress tests (three-point bending and compression along the fibers). The research was carried out for dry stalks of different humidities and for different internodes. The results obtained in this study proved that the independent variables of the water content and the internode number cause a statistically significant influence on the values of the examined biomechanical parameters of the miscanthus stem: the modulus of elasticity in compression, the maximum stress in compression, the modulus of elasticity in bending and the maximum stress in bending. The values of the modulus of elasticity (MOE) increase when increasing the NrNod. For individual internodes, MOE values are higher with a higher MC. The values of the maximum stress (σ) also increase when increasing the internode number. For individual internodes, the σ values are lower with a higher MC.

The physical and mechanical properties of Guadua aculeata culm are shown in this paper. The study material was collected from the locality "Las Margaritas" Hueytamalco, Puebla, Mexico. The marking, felling and testing was performed with reference to ISO standards ISO 22157-1 and ISO/TR 22157-2. The average values of the results of low, middle and upper sections are shown; the basic density (dry weight / green volume) ranged from 560 to 660 kg/m3 of the lower to upper culm section. The average total contractions were 13,9% in thickness; 7,1 % in diameter and 0,1% in length. In the case of mechanical properties were found that the maximum shear stress varies from 6,0 to 10,5 MPa; the maximum stress in compression parallel to fiber increased from 28,2 to 56,7 MPa from low to top section and the modulus of elasticity from 13,7 to 20,7 GPa. The modulus of rupture in bending varies from 51,9 to 79,6 MPa and the modulus of elasticity from 15,1 to 24,1 GPa. The strength in tension parallel to the fiber also increased from 58,5 to 92,2 MPa and modulus of elasticity ranged from 8,2 to 9,8 GPa. The studied specie has the same physical, mechanical and geometric properties to G. angustifolia that it is used in the construction in countries how Colombia, Costa Rica, Panama, Venezuela and Ecuador. [ABSTRACT FROM AUTHOR]

The aim of this paper is to develop neural models enabling the determination of biomechanical parameters for giant miscanthus stems. The static three-point bending test is used to determine the bending strength parameters of the miscanthus stem. In this study, we assume the modulus of elasticity bending and maximum stress in bending as the dependent variables. As independent variables (inputs of the neural network) we assume water content, internode number, maximum bending force value and dimensions characterizing the cross-section of miscanthus stem: maximum and minimum stem diameter and stem wall thickness. The four developed neural models, enabling the determination of the value of the modulus of elasticity in bending and the maximum stress in bending, demonstrate sufficient and even very high accuracy. The neural networks have an average relative error of 2.18%, 2.21%, 3.24% and 0.18% for all data subsets, respectively. The results of the sensitivity analysis confirmed that all input variables are important for the accuracy of the developed neural models—correct semantic models. [ABSTRACT FROM AUTHOR]

So far, there are no results for research on the biomechanical parameters of giant miscanthus stalks taking into account both the influence of moisture content and the internode, from which the samples were taken. Therefore, the aim of the research was to comprehensively investigate the influence of the internode number (NrNod) and water content (MC) on the values of selected biomechanical parameters (modulus of elasticity and maximum stress) determined using various stress tests (three-point bending and compression along the fibers). The research was carried out for dry stalks of different humidities and for different internodes. The results obtained in this study proved that the independent variables of the water content and the internode number cause a statistically significant influence on the values of the examined biomechanical parameters of the miscanthus stem: the modulus of elasticity in compression, the maximum stress in compression, the modulus of elasticity in bending and the maximum stress in bending. The values of the modulus of elasticity (MOE) increase when increasing the NrNod. For individual internodes, MOE values are higher with a higher MC. The values of the maximum stress (σ) also increase when increasing the internode number. For individual internodes, the σ values are lower with a higher MC. [ABSTRACT FROM AUTHOR]