基于改進(jìn)BP神經(jīng)網(wǎng)絡(luò)算法的岸電電源智能輸出控制的研究
發(fā)布時(shí)間:2018-02-27 22:14
本文關(guān)鍵詞: 改進(jìn)BP神經(jīng)網(wǎng)絡(luò)算法 岸電電源 智能輸出控制 出處:《電網(wǎng)與清潔能源》2017年02期 論文類型:期刊論文
【摘要】:船舶岸電技術(shù)是指允許裝有特殊設(shè)備的船舶在泊位期間接入碼頭陸地側(cè)電網(wǎng)的技術(shù)。船舶靠港時(shí)直接接用港口碼頭陸上電源,可在很大程度上降低靠港船舶供電系統(tǒng)的運(yùn)行和維護(hù)成本,并提高能源利用效率。對(duì)國內(nèi)、外港口船舶岸電系統(tǒng)應(yīng)用情況和岸電技術(shù)存在的問題進(jìn)行分析,基于改進(jìn)BP神經(jīng)網(wǎng)絡(luò)算法的內(nèi)?刂破髟O(shè)計(jì)了一種船舶岸電電源智能輸出控制系統(tǒng),并分別通過輕載實(shí)驗(yàn)和重載實(shí)驗(yàn)對(duì)該智能輸出控制系統(tǒng)的功能進(jìn)行了驗(yàn)證,證明其能有效控制船舶岸電電源的輸出。
[Abstract]:Ship-shore power technology refers to the technology that allows ships equipped with special equipment to connect to the landside power grid of the dock during the berth period. When the ship approaches the port, it is directly connected with the onshore power supply of the port terminal. To a great extent, the operation and maintenance cost of the power supply system of the port ship can be reduced, and the energy utilization efficiency can be improved. The application of the shore power system and the problems existing in the onshore power technology in domestic and foreign ports are analyzed. Based on the improved BP neural network algorithm, an intelligent output control system of ship shore power supply is designed, and the function of the intelligent output control system is verified by light load experiment and heavy load experiment respectively. It is proved that it can effectively control the output of ship shore power supply.
【作者單位】: 國網(wǎng)浙江省電力公司;北京智芯微電子科技有限公司;
【基金】:國家電網(wǎng)公司科技項(xiàng)目資助(智能用電港口關(guān)鍵技術(shù)研究項(xiàng)目號(hào)5211011400AZ)~~
【分類號(hào)】:U653.95
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