The Generation expansion planning (GEP) problem is a large scale, mixed integer and the most complicated optimization problem. So we are using Multi-objective differential evolution (MODE) for solving the GEP problem. To calculate for best combinations of conventional sources with and without wind farm, GEP problem is considered for test system of and satisfy the constraints by calculating EENS...

This paper investigates the effect of involving electric vehicles (EVs) in load profile on generation system. The impact was studied from a reliability perspective Saudi Arabia’s total system capacity as one source supplying expected for year 2030. EV then added. outcomes were examined considering gradual penetration percentage to load. indices measured are loss probability (LOLP) and energy no...

In a smart grid power system, reliability performance plays crucial factor and requires additional focus. Moreover, the integration of Battery Energy Storage (BES) scheme, Solar Photovoltaic (SPV) wind system in provide significant proficiency to utilities. However, coordination with PV other resources tends cause major problems such as interruption or else outage. The outage can loss distribut...

The stability performance of smart grid power systems is critical and requires special attention. Additionally, the combination Battery Energy Storage (BES) systems, Solar Photovoltaic (SPV), wind in intelligent model provides utilities with excellent efficiency dependability. However, a coordination PV other resources frequently results severe issues, such as outages or disruptions. A outage m...

This paper solves reliability constrained unit commitment problem (UCP) for a composite power system network using network equivalent technique. Here, the integration of generation and transmission system reliability forms a composite power system model. The inclusion of load forecast uncertainty for the solution of unit commitment problem will give more accurate assessment of spinning reserve ...

This paper describes a new methodology based on peak load consideration for reliability evaluation of a generation system. The methodology has been developed using Simpson’s (1/3) rule for loss of load probability (LOLP) evaluation. Load models are considered as straight line and stepped load duration curve for reliability evaluation. The LOLP evaluation is based on peak load consideration. The...