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In this context, this paper presents techno-economic analysis and intelligent opti-mization of a PV/wind system with hydraulic and battery storage system, ensuring the continuous supply of electricity to a load demand on a remote island in Tunisia. Description of the System. solar PV and wind together accounting for nearly 70%. The integration of these variable energy sources into national energy grids will largely depend on storage technologies, and among them especially batteries, to provide the flexibility required to smooth the energy supply w ich expected to reach. . The Government of Tunisia is taking steps to diversify its energy generation mix by bringing on hydropower and solar energy. The four phases of the models cor-relate with the main assumptions deduced from the fun-damental characteristics of RE sources, labelled as follows: »Take-off REs«. . The Tunisia Renewable Energy Market Report is Segmented by Technology (Solar Energy, Wind Energy, Hydropower, Bioenergy, Geothermal, and Ocean Energy) and End-User (Utilities, Commercial and Industrial, and Residential). The Market Sizes and Forecasts are Provided in Terms of Installed Capacity. . The International Renewable Energy Agency (IRENA) is an intergovernmental organisation that supports countries in their transition to a sustainable energy future and serves as the principal platform for international co-operation, a centre of excellence and a repository of policy, technology. . The purpose of this study is to optimize the dimension of the components generation of systems, especially for a remote island in Tunisia.