Smart Grids and Micro-Grids. Umashankar Subramaniam
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(1.12)
(1.13)
The above transcendental equations of Vt, Rse and Rsh need to be solved using either analytical or numerical approaches. Using the derived results, the parameters of ILG and Isat can be obtained from equations (1.4) and (1.5).
1.2.2 Effect of Irradiance and Temperature
The ILG and Isc are directly proportional to solar irradiance and temperature which can be expressed as below [15],
(1.14)
(1.15)
where, Gstc and G are the standard and actual irradiance in W/m2. Similarly, the open-circuit voltage is also varying as function of irradiance which can be expressed as,
(1.16)
The Voc equation is a non-linear transcendental equation and also need to be solved using numerical methods for determining the parameters under dynamic condition. The procedure for obtaining this value using GS or NR technique is similar as that of five parameter estimation of SDM of SPV. For a given operating temperature, the Isc and Voc can be evaluated using the following expressions:
(1.17)
(1.18)
Where Tstc and T denotes the standard and actual operating cell temperature in K. On the other hand, the light generated current as a function of temperature can be determined using (1.4) and is rewritten as,
(1.19)
For any operating temperature and irradiance, the value of ILG, ISC and Voc can be estimated using the equations (1.20) to (1.22) as below,
(1.20)
(1.21)
(1.22)
The thermal voltage (Vt) as function of cell temperature can be represented as,
(1.23)
The diode dark current also called reverse saturation current as a function of cell operating temperature and irradiance can be represented using (1.6) and (1.23) as,
(1.24)
1.2.3 Estimation of Maximum Power Point
For accurate evaluation of maximum power point of SPV panel, the initial values of Vmpp and Impp should be selected properly using the known values of Voc and Isc under STC. The variation of parameters like Vt(GT), Rse(GT), and Rsh(GT) with respect to operating temperature and irradiance can be deduced using equations shown below [15],
(1.25)
(1.26)
(1.27)
To determine the voltage at MPP, (1.6) has been modified as a function of irradiance and temperature as represented below,
(1.28)
Where,
Also, the current at MPP can be deduced by rearranging (1.7) as a function of irradiance and temperature as,
(1.29)
Where,
Equation (1.28) and (1.29) are transcendental equation and the solution can be obtained through numerical techniques.
1.3 Numerical Techniques for Parameter Estimation
This section presents the numerical methods of Gauss-Seidel and Newton-Raphson to estimate the five parameters (A, Rse, Rsh, Isat and ILG) by solving the non-linear transcendental equations written for SDM of PV panel under STC and dynamic environmental conditions.
1.3.1 Gauss-Seidel Technique
The GS is an iterative technique for solving the non-linear transcendental equations. The generalized form of equation to be solved using GS can be represented as [15, 20]:
(1.30)
Where ‘x’ is the variable to be determined and ‘k’ denotes the number of iterations, xk+1 is the new value obtained and xk represents the old value. The algorithm converges if the absolute error of new and old values is less than the tolerance of 10-6. In this work, the GS method is employed to determine the unknown parameters by solving the equations of (1.10), (1.11), and (1.13) to get the values of Vt, Rse, and Rsh with the input values of Vmpp, Impp, Voc,