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This causes a lot of heat generation and energy loss within the actuators. The study investigates and analyzes the possibilities of reducing the hydraulic resistance and increasing efficiency of the hydraulic actuator. Abstract: Particle swarm optimization (PSO ) is an effective & reliable evolutionary based approach . Yuhui Shi and Russell Eberhart "A modified particle swarm optimizer" 0- 7803-4869-9198 0.0001998 IEEE. The proposed four ports cylinder was simulated and parameters such as ports sizes, loads and pressures are varied during the simulation. The hydraulic resisting forces, piston speed and mass flow rates are computed. Chenoweth, Aircraft flight control actuation system design vol. Biologically inspired evolutionary agent systems in dynamic environments. Diversity-based model reference for genetic algorithms in dynamic environment.

Halgamuge "Self-Organizing Hierarchical Particle Swarm Optimizer With Time Varying Acceleration Coefficients" IEEE Trans. A well organized research comprising of analogue based drug design and molecular dynamics plays a major role in obtaining the lead molecules. Black PN, Di Russo CC, Metzger AK, Heimert TL (1992): Cloning, sequencing, and expression of the fad D gene of Escherichia coli encoding Acyl coenzyme A Synthetase. Results show that the hydraulic resistance is significantly reduced in the proposed four ports actuators; and the proposed cylinders run faster than the conventional cylinders and a considerable amount of energyis saved as well. Key words: Computational Hydraulic, Energy Efficient Actuators, Energy Saving in Hydraulic, Hydraulic Control Reference [1] P. Conventional hydraulic cylinders are simulated in FLUENT. Singh, "Derivation of design requirements for optimization of a high performance hydrostatic actuation system," International Journal of Fluid Power, vol. Results show that the small outlet ports are the sources of energy loss in hydraulic cylinders.

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