Optimization of tilt angle for solar panel: Case study Tunisia

This paper is a comparisation study between an experimental data and Matlab simulation of output PV characteristic affected by the orientation and the tilt angle of a photovoltaic solar module with inclined plane and by the dimension of the panel. The PV panel was rotated towards the east, south and west and positioned for the angles 0°, 30°, 45°, 60° and 90°. In this position, the values of current, voltage and power are measured. In the other side, using the mathematical model to calculate the solar radiation incident on an inclined surface as a function of the tilt angle was developed in MATLAB/SIMULINK model. The optimum angles were determined as positions in which maximum values of solar irradiation and maximum power were registered to characterize the P-V and V-I photovoltaic panel

Age estimation from the sternal end of the fourth rib: a study of the validity of İşcan's Method in Tunisian male population.

International audienceThe aim of this study was to assess the fourth rib phase İşcan method on a Tunisian sample. One hundred and eight (108) specimens of sternal ends of fourth ribs of Tunisian male population were collected during forensic autopsies performed in the Department of Forensic Medicine and Pathology of the University Hospital Fattouma Bourguiba of Monastir. Two operators, independently, assigned each rib to İşcan's phase. The data obtained by the two operators were analyzed using SPSS 17.0 and MedCalc. The repeatability and accuracy of İşcan method was tested by kappa coefficient (κ), for each operator. Spearman correlation coefficient (R), between estimated İşcan phase and İşcan phase relative to chronological age, was good with values of 0.758 (CI: 0.664-0.828) and 0.717 (CI: 0.611-0.798) for operator 1 and operator 2, respectively. The perfect agreement, between İşcan phase related to chronological age and İşcan phase estimated by both operators, was found for phases fewer than 5. Intra-observer agreement was highest for both operators with kappa value of 0.73 for operator 1 and 0.71 for operator 2. The estimation of the observers fell within one phase from the ideal and there was minimal disparity. A good accuracy between operator 1 and operator 2 was found (κ=0.747, p=0.057). In order to improve the results, we have pooled ages in five new phases. The correlation, between new age groups and İşcan phase estimated by both operators, was moderate. We conclude that İşcan method can be applicable in Tunisian population with a good correlation for age ranges under 39years