蟻群算法在智能LED路燈控制中的應(yīng)用
發(fā)布時間:2018-01-08 20:09
本文關(guān)鍵詞:蟻群算法在智能LED路燈控制中的應(yīng)用 出處:《火力與指揮控制》2017年11期 論文類型:期刊論文
更多相關(guān)文章: 電力線載波通信 LED路燈 蟻群算法 自動路由
【摘要】:針對基于電力線載波通信(PLC,Power Line Communication)技術(shù)的LED路燈監(jiān)控系統(tǒng),基于蟻群算法(ACA,Ant Colony Algorithm)開發(fā)了一種適用于低壓配電網(wǎng)的LED路燈組網(wǎng)尋址算法,并在目標(biāo)函數(shù)、信息素更新規(guī)則、狀態(tài)轉(zhuǎn)移規(guī)則和搜索等方面做了優(yōu)化改進(jìn)。建立了路燈自動路由模型,并給出自動路由協(xié)議框架。通過該模型,可動態(tài)識別低壓配電網(wǎng)信道質(zhì)量,并根據(jù)信道質(zhì)量變化,動態(tài)維護(hù)電力線載波通信網(wǎng)絡(luò)路由,保證通信網(wǎng)絡(luò)有效性。最后,通過信道仿真模型和現(xiàn)場試驗驗證了該方法的可行性和有效性。
[Abstract]:According to the using power line communication (PLC, Power Line Communication) LED streetlight monitoring system technology, based on ant colony algorithm (ACA Ant, Colony Algorithm) LED road network addressing algorithm developed a suitable for low voltage distribution network, and the objective function, the pheromone updating rule, state transition rule and search etc. improved. Established automatic routing model, and gives the frame of automatic routing protocol. Through this model, channel distribution network quality dynamic identification, and according to the change of channel quality, dynamic maintenance of power line carrier communication network routing, network communication to ensure effectiveness. Finally, through the channel simulation model and field tests verify the feasibility and the effectiveness of the method.
【作者單位】: 襄陽職業(yè)技術(shù)學(xué)院;
【基金】:國家自然科學(xué)基金資助項目(11264001)
【分類號】:TP18;TU113.666
【正文快照】: *0引言大功率LED以功耗低、壽命長、易控制等優(yōu)點逐漸成為新一代節(jié)能路燈光源。針對LED路燈特點,本文提出一種基于電力線載波通信和蟻群算法的LED路燈控制算法,能夠?qū)崿F(xiàn)LED路燈網(wǎng)絡(luò)的智能化有效監(jiān)管,并進(jìn)一步降低能耗。國內(nèi)外關(guān)于路燈控制技術(shù)研究中,多數(shù)是對單個路燈控制方式,
本文編號:1398486
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