一种新型印楝超级电容器及其人工神经网络建模

S. Mathew, P. B. Karandikar, Gaurav Shekhar, Dr. Prof. Datta S Chavan Ph.D.
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引用次数: 12

摘要

超级电容器作为一种环境友好型储能装置的出现引起了工业界和学术界的极大兴趣。该装置中用于制造电极的碳可以从生物质中提取。本研究试图使用干印度楝叶作为前体来生产活性炭。这种碳随后被用于开发具有高比电容的超级电容器。然后使用人工神经网络对各种输入参数(如活化温度和印楝活性炭的百分比)进行建模。
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A novel Neem based supercapacitor and its modeling using artificial neural network
The emergence of supercapacitors as an environment friendly energy storage device has generated a lot of interest in industry and academia. Carbon used in this device for making of electrodes can be derived from biomass. This study tries to use dried Neem leaves as a precursor to produce activated carbon. This carbon is then used to develop supercapacitors which are found to have high specific capacitance. The specific capacitance was then modelled using artificial neural network for various input parameters like temperature of activation and percentage of Neem based activated carbon.
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