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In this paper, a new particle swarm optimization algorithm, adaptive particle swarm optimization (APSO) algorithm, is proposed to optimize the stability and setting time of the fourth generation grate cooler scraper during speed regulation. This algorithm replaces the compression factor with the time varying parameter by using the dynamic variation of the time varying parameters of the traditional...
A temperature prediction model based on Self-adaption Particle Swarm Optimization (SAPSO) and Extreme Learning Machine (ELM) is proposed in this paper. The nano-iron powder decomposing furnace temperature prediction model is established based on ELM. ELM, a neural network, is developed rapidly in recent years, but it requires a lot of hidden layer neurons to achieve ideal prediction accuracy. In order...
Aiming at the problem that the existing GPRS monitoring system has no signal in some areas and the expensive price, an on-line monitoring system for transmission line based on 6LoWPAN technology is proposed. 6LoWPAN technology has built a bridge for communication between the wireless sensor and the Internet for the system, and achieved data collection, analysis to the transmission line temperature,...
Insulators will be in operation process when insulation performance drop coincided with a surface discharge, the operation state detection by UV camera can found fault insulator effectively, which be a timely maintenance and low breakdown. Combined with DCUHV engineering technology national engineering laboratory (Kunming) site demand design, we develop a set of ultraviolet data management system...
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