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汽油機(jī)進(jìn)氣道油膜動力學(xué)模型參數(shù)辨識
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國家自然科學(xué)基金資助項目(61304197),、 重慶市教委科學(xué)技術(shù)研究資助項目(KJ130506)和重慶郵電大學(xué)青年基金資助項目(A2012—78)


Parameter Identification of Intake Port Fuel Film Dynamic Model for Gasoline Engine
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    摘要:

    為了更加精確地辨識汽油機(jī)進(jìn)氣道油膜模型參數(shù),,從而更加精確地控制空燃比,,在油膜動力學(xué)模型的基礎(chǔ)上,考慮模型誤差和隨機(jī)誤差,,建立了油膜辨識方程,。根據(jù)遞推最小二乘算法得到油膜參數(shù)估計的加權(quán)矩陣表達(dá)式,,利用馬爾可夫估計得到該加權(quán)矩陣,,進(jìn)而得到油膜參數(shù)的最優(yōu)估計。應(yīng)用GT-power建立了發(fā)動機(jī)模型,,在轉(zhuǎn)速1000~3500r/min,、節(jié)氣門開度5%~75%變化時,分別利用提出的算法和最小二乘法對油膜參數(shù)進(jìn)行了辨識,,并與標(biāo)定值進(jìn)行了比較,。結(jié)果表明,燃油沉積系數(shù)X在同一轉(zhuǎn)速時,,隨著節(jié)氣門開度的增大而減小,,在同一節(jié)氣門開度時,隨著轉(zhuǎn)速的增加而減?。挥湍べ|(zhì)量蒸發(fā)時間常數(shù)τ在同一轉(zhuǎn)速時,,隨著節(jié)氣門開度的增大而增加,;在同一節(jié)氣門開度時,,隨著轉(zhuǎn)速的增加而減小。通過誤差分析,,表明所提出的方法比最小二乘算法的辨識結(jié)果精度更高,。

    Abstract:

    Accurate air-fuel ratio control is the key element for fuel economy low emissions and good driveability of spark ingnition engine. In order to more accurately identify the fuel film model parameter and achieve precise control of air-fuel ratio, the film identification equation based on fuel film dynamic model was built under the consideration of model error and random error. According to recursive least squares, the parameter estimation with weighted matrix expression was got, then the weighted matrix was solved using Markov estimation and the estimated value of optimal film parameter was got consequently. An engine model was set up using GT-power, and air fuel ratio, mass injection flow engine speed and air mass flow were obtained by using sampling experiment. Parameter identification applying the proposed algorithm and the least squares were conducted at 1000~3500r/min with throttle opened from 5%~75%, respectively. Meanwhile, the identification results were compared with the calibration value. The results showed that the deposition coefficient X of fuel reduced and evaporation time constant τ of film quality increased with increase of throttle opening degree when speed was the same, and X, τ decreased as speed increasing when throttle opening degree was the same. Compared with the least squares algorithm, more accurate identification result can be got by using the proposed algorithm.

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鄭太雄,周可君,李永福,李宣政.汽油機(jī)進(jìn)氣道油膜動力學(xué)模型參數(shù)辨識[J].農(nóng)業(yè)機(jī)械學(xué)報,2015,46(4):296-301. Zheng Taixiong, Zhou Kejun, Li Yongfu, Li Xuanzheng. Parameter Identification of Intake Port Fuel Film Dynamic Model for Gasoline Engine[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(4):296-301.

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  • 收稿日期:2014-05-30
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  • 在線發(fā)布日期: 2015-04-10
  • 出版日期: 2015-04-10
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