The problem of electric vehicle control with photovoltaic system and maximizing the span of the vehicle has been well studied. The methods estimate the span of vehicle based on the residual energy but does not consider the span maximization by diverting the vehicle according to various factors. This affects the performance of the vehicle and reduces the span expected. To handle this issue, an Directional Optimization Model (DOM) is presented to control the electric vehicle runs with the photovoltaic systems. The model is focused to increase the span of the vehicle than the expected one which is possible by choosing the direction for the vehicle in an optimized way. To perform this, the method uses the route map of the region and collects the traffic data. With the traffic data, the method identifies various routes in the direction of the vehicle and for each of them; it estimates the Directional Span Maximization Support (DSMS). With the value of DSMS, the method identifies the suitable route to reach the destination. The value of DSMS is measured according to number of factors like distance, energy depletion, speed, traffic, number of signals and diversions and so on. By performing directional optimization, the vehicle span has been greatly increased. The proposed method improves the performance of energy utilization and span maximization.