Fault diagnosis of induction motor anomalies is vital for achieving industry safety. This paper proposes a new hybrid Machine Learning methodology induction-motor fault detection. Some the parameters such as stator currents and vibration signals provide great deal information about motor’s conditions. Therefore, these were selected to test proposed model. The was assessed in laboratory under he...

This paper presents a new optimization algorithm to design an optimal proportional, integral, derivative (PID) controller in hydro-turbine generator governor for damping output frequency oscillations. In this research, we utilize a stochastic and optimal based PID controller to control frequency-response of the hydro turbine. The proposed algorithm is employed to design an optimal PID controlle...

The dynamic facility layout problem (DFLP) is the problem of finding positions of departments onthe plant floor for multiple periods (material flows between departments change during the planning horizon)such that departments do not overlap, and the sum of the material handling and rearrangement costs isminimized. In this paper a new optimization algorithm inspired from colonizing weeds, Invasi...

So many studies have been done in order to execute all the tasks in real-time scheduler systems. However, different researcher are tried to tackle overload situation in real-time systems by using swarm algorithm. These studies have been categorized based on the various parameters which are important in real-time systems. As an instance, system cost, processor waiting time, number of tasks, bala...

Nowadays, the high-dimensionality of data causes a variety problems in machine learning. It is necessary to reduce feature number by selecting only most relevant them. Different approaches called Feature Selection are used for this task. In paper, we propose method that uses Swarm Intelligence techniques. algorithms perform optimization searching optimal points search space. We show usability t...

Pest control is one of the areas in which population dynamic theory has been successfully applied to solve practical problems. However, the links between population dynamic theory and model construction have been less emphasized in the management and control of weed populations. Most management models of weed population dynamics have emphasized the role of the endogenous process, but the role o...

Energy is very important nowadays and it has become essential for human life. More amount of energy necessary a community with increased living standards population. This causes an increase in consumption. one the most significant problems across world today; therefore, should be generated at best level. Excessive generation makes countries lose money while less crises. Therefore, need to adjus...

Article history: Received 9 April 2014 Accepted 8 October 2014 Available online 9 November 2014 This paper presents efficient chaotic invasive weed optimization (CIWO) techniques based on chaos for solving optimal power flow (OPF) problems with non-smooth generator fuel cost functions (non-smooth OPF) with the minimum pollution level (environmental OPF) in electric power systems. OPF problem is...

Alligator weed Alternanthera philoxeroides (Mart.) Griseb (Amaranthaceae) is being reported for the first time from Kashmir, India. Alternanthera philoxeroides was collected in 2008 during the vegetation survey of Wular Lake, a wetland of international importance under Ramsar convention. Alternanthera philoxeroides is a noxious invasive weed widespread throughout the world. We suggested that al...