this paper presents an optimal integrated instrumentation sensor network design methodology for complex nonlinear chemical process plants using a combinatorial particle swarm optimiazation (cpso) engine. no comprehensive sensor network design approach has been addressed yet in the literature to simultaneously incorporate cost, precision and reliability requirements for nonlinear plants. the pre...

Today, the use of renewable energy is increasing day by day, and this development requires optimization these technologies in various dimensions. Solar systems have a higher acceptance due to their high availability accessibility; most common solar technology photovoltaic cell. In research, modeling was done achieve economically optimal arrangement panels, inverters, module placement generate m...

Cloud computing technology helps to resolve the problem in storage management by providing virtual resources end users. But, overloading of machines results degradation performances as well it increases energy consumption machines. Several techniques were used determine workloads cloud and then apply migration algorithm for efficient utilization resources. process depends on past outputs only f...

The losses in electrical power systems are a great problem. Multiple methods have been utilized to decrease transmission lines. proper adjusting of reactive resources is one way minimize the any system. Reactive Power Optimization (RPO) problem nonlinear and complex optimization contains equality inequality constraints. RPO highly essential operation control systems. Therefore, study concentrat...

Data clustering is a powerful technique for discerning the structure of and simplifying the complexity of large scale data. An improved technique combining chaotic map particle swarm optimization (CPSO) with an acceleration strategy, is proposed in this paper. Accelerated chaotic particle swarm optimization (ACPSO) searches for cluster centers of an arbitrary data set and can effectively find t...

This paper presents a Heuristic Search Algorithm, Conventional Particle Swarm Optimization (CPSO) which is employed to design Automatic Generation Control (AGC) for an isolated power system minimize the variation in frequency due changes load demand. Further, Advanced (APSO) with velocity update strategy introduced ensure that particles will orbit toward their optimum point quickly guarantees f...