A probabilistic approach is presented to optimal unit sizing of a grid-connected photovoltaic system without storage batteries. In consideration of probabilistic characteristics of solar insolation and electricity demand, the surface area of photovoltaic array, capacity of receiving device, and electric contract demand are determined so as to minimize the expected values of annual total cost and annual energy consumption subject to the annual loss of power supply probability. This optimization problem is considered as a multiobjective one, and a discrete set of Pareto optimal solutions is derived numerically using the weighting method. A case study is carried out on an on-site system with the option of reverse power flow into the grid, using data on solar insolation obtained through real measurement. The trade-off relationship between the two objectives are clarified and optimal values of the above design items are determined in relation to the annual loss of power supply probability and the capital unit cost of photovoltaic array. Results by this probabilistic approach are compared with those by a deterministic approach.

1.
Abouzahr
I.
, and
Ramakumar
R.
,
1991
, “
Loss of Power Supply Probability of Stand-Alone Photovolatic Systems: A Closed Form Solution Approach
,”
IEEE Transactions on Energy Conversion
, Vol.
6
, pp.
1
11
.
2.
Abouzahr
I.
, and
Ramakumar
R.
,
1993
, “
An Approach to Assess the Performance of Utility-Interactive Photovoltaic Systems
,”
IEEE Transactions on Energy Conversion
, Vol.
8
, pp.
145
153
.
3.
Brainard, W. A., 1983, “Analysis of the Economics of Photovoltaic-Diesel-Battery Energy Systems for Remote Applications,” US DOE Report, No. CONF-830622-PT-5, pp. 591–596.
4.
Calloway, T. M., 1986, “Design of an Intermediate-Sized, Autonomous Photovoltaic- Diesel Power Plant,” US DOE Report, No. SAND-85-2136, pp. 1–29.
5.
Cheney
E. W.
, and
Goldstein
A. A.
,
1959
, “
Newton‘s Method for Convex Programming on Tchebycheff Approximation
,”
Numerische Mathematik
, Vol.
1
, pp.
253
268
.
6.
Cohon, J. L., 1978, Multiobjective Programming and Planning, Academic Press, New York.
7.
Gordon
J. M.
,
1987
, “
Optimal Sizing of Stand-Alone Photovoltaic Solar Power Systems
,”
Solar Cells
, Vol.
20
, pp.
295
313
.
8.
Yaramanoglu
M.
,
Brinsfield
R. B.
, and
Muller
R. E.
,
1985
, “
Estimation of Solar Radiation Using Stochastically Generated Cloud Cover Data
,”
Energy in Agriculture
, Vol.
4
, pp.
227
242
.
9.
Yokoyama
R.
,
Ito
K.
, and
Yuasa
Y.
,
1994
, “
Multiobjective Optimal Unit Sizing of Hybrid Power Generation Systems Utilizing Photovoltaic and Wind Energy
,”
ASME JOURNAL OF SOLAR ENERGY ENGINEERING
, Vol.
116
, pp.
167
173
.
This content is only available via PDF.
You do not currently have access to this content.