基于改進BP神經(jīng)網(wǎng)絡算法的岸電電源智能輸出控制的研究
發(fā)布時間:2018-02-27 22:14
本文關(guān)鍵詞: 改進BP神經(jīng)網(wǎng)絡算法 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)的運行和維護成本,并提高能源利用效率。對國內(nèi)、外港口船舶岸電系統(tǒng)應用情況和岸電技術(shù)存在的問題進行分析,基于改進BP神經(jīng)網(wǎng)絡算法的內(nèi)?刂破髟O(shè)計了一種船舶岸電電源智能輸出控制系統(tǒng),并分別通過輕載實驗和重載實驗對該智能輸出控制系統(tǒng)的功能進行了驗證,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)公司科技項目資助(智能用電港口關(guān)鍵技術(shù)研究項目號5211011400AZ)~~
【分類號】:U653.95
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