Mathematical Model Based on BP Neural Network Algorithm for the Deflection Identification of Storage Tank and Calibration of Tank Capacity Chart

Abstract

The tank capacity chart calibration problem of two oil tanks with deflection was studied, one of which is an elliptical cylinder storage tank with two truncated ends and another is a cylinder storage tank with two spherical crowns. Firstly, the function relation between oil reserve and oil height based on the integral method was precisely deduced, when the storage tank has longitudinal inclination but has no deflection. Secondly, the nonlinear optimization model which has both longitudinal inclination parameterαand lateral deflection parameterβwas constructed, using cut-complement method and approximate treatment method. Then the deflection tank capacity chart calibration with a 10 cm oil level height interval was worked out. Lastly, the tank capacity chart was corrected by BP neural network algorithm and got proportional error of theoretical and experimental measurements ranges from 0% to 0.00015%. Experimental results demonstrated that the proposed method has better performance in terms of tank capacity chart calibration accuracy compared with other existing approaches and has a strongly practical significance.

Yakıt Tankları İçin Bir Stok Yönetimi ve Sızıntı Tespit Sistemi

“…β), or both. Using trigonometric relations to calculate the wet probe height and following a similar procedure as in (Caihong Li, 2013;Xie et al, 2012) corrected relations can be obtained. When the tank or the probe tilt along the radial axis with degrees ( Figure 1.b), the correct fuel volume can be calculated by correcting the measured height (ℎ ).…”

“…It should be noted that measurement of tank dimensions, which is already underground, is not feasible nor possible (Caihong Li, 2013). Since common calibration techniques (ASIS, 2017;Jin Tao Wang, 2013;Khaisongkram & Banjerdpongchai, 2004;Knyva & Knyva, 2012;Mensura, 2013) are not preferable, recalibration is generally carried out using some sort of an estimation technique that uses a mathematical model (Caihong Li, 2013;Chen, 2012;Y. Li, 2014;Nosach, 2000;Xie, Wang, Cui, & Chen, 2012).…”

A Wet-Stock Management and Leak Detection System for Fuel Tanks

“…It should be noted that measurement of tank dimensions, which is already underground, is not feasible nor possible (Caihong Li, 2013). Since common calibration techniques (ASIS, 2017;Jin Tao Wang, 2013;Khaisongkram & Banjerdpongchai, 2004;Knyva & Knyva, 2012;Mensura, 2013) are not preferable, recalibration is generally carried out using some sort of an estimation technique that uses a mathematical model (Caihong Chen, 2012;Y.…”

Implementación de tablas de corrección al volumen del tanque cilíndrico horizontal inclinado, compatibles con la norma ISO 12917:2017

“…El problema de calcular el volumen de un tanque horizontal inclinado ha sido resuelto por diferentes autores (por ejemplo, Khaisongkram y Banjerdpongchai, 2004;Xie et al 2012;Alonso-Preciado et al, 2008;Li et al, 2013). Las soluciones anteriores se enfocan principalmente en los aspectos matemáticos del problema, y no hacen referencia a la norma de calibración.…”