Original scientific paper Nowadays, the operational performance of the Distribution system can be improved by exchanging the functional links between the elements of the system, called reconfiguration. This paper aims at achieving such optimization through the reconfiguration of distribution systems taking into account various criteria. The newness of the method is in the fact that optimization...

in this paper, reconfiguration problem of distribution network has been investigated toimprove reliability and reduce power loss by placement of renewable energy sources; i.e. solarcell and wind turbine. for this, four reliability indices are considered in objective function;which are as follows: system average interruption frequency index (saifi), system averageinterruption duration index (sai...

Based on a Double Deep-Q Network with deep ResNet (DDQN-ResNet), this paper proposes novel method for transmission network expansion planning (TNEP). Since TNEP is large scale and mixed-integer linear programming (MILP) problem, as the optimal constraints increase, numerical calculation heuristic learning-based methods suffer from heavy computational complexities in training. Besides, due to bl...

Cumulative Prospect Theory (PT) introduced the weighting of probabilities as an additional component to capture risk attitudes. However, this addition would be a less significant challenge to expected utility theory (EU) if utility curvature and probability weighting showed strong positive correlation. In that case the utility curvature in EU alone, while not properly describing risky behavior ...

this paper presents a multi-objective formulation for optimal siting and sizing of distributed generation (dg) resources in distribution systems in order to minimize the cost of power losses and energy not supplied. the implemented technique is based on a genetic algorithm (ga) and weight method that employed to obtain the best compromise between these costs. simulation results on 33-bus distri...

Abstract The expected free energy (EFE) is a central quantity in the theory of active inference. It that all inference agents are mandated to minimize through action, and its decomposition into extrinsic intrinsic value terms key balance exploration exploitation evince. Despite importance, mathematical origins this relation variational (VFE) remain unclear. In letter, we investigate EFE detail ...

In northern Europe, coastal dune remobilization by restoring natural processes is considered some to maintain the in chronically eroding sectors migrating landward and restore ecology. wet climatic contexts, this nature-based solution has been shown induce an increase both sand bare areas vegetation diversity. However, it never tested dunes of southern Europe with a drier climate and, thus, mor...