中国环境科学
中國環境科學
중국배경과학
China Environmental Science
2015年
11期
3303-3309
,共7页
白杰%刘和%殷波%马惠君%刘宏波
白傑%劉和%慇波%馬惠君%劉宏波
백걸%류화%은파%마혜군%류굉파
城市污泥%厌氧发酵%C/N比%改进粒子群算法%ADM模型
城市汙泥%厭氧髮酵%C/N比%改進粒子群算法%ADM模型
성시오니%염양발효%C/N비%개진입자군산법%ADM모형
sewage sludge%anaerobic fermentation%C/N ratio%improved particle swarm optimization algorithm%ADM1 model
采用改进粒子群算法对 ADM1模型中的关键参数进行了估计,经敏感性分析,确定了 Monod最大比吸收速率、半饱和值、产物对底物的产率等3种参数对产酸速率具有较大影响。应用修正后的动力学参数对ADM1模型在不同C/N比调控下污泥厌氧发酵产酸结果进行了模拟。结果表明,模拟产酸数据和实测数据误差较小,说明修正后的ADM1模型能够很好地描述污泥厌氧发酵中C/N比条件对产酸的影响。
採用改進粒子群算法對 ADM1模型中的關鍵參數進行瞭估計,經敏感性分析,確定瞭 Monod最大比吸收速率、半飽和值、產物對底物的產率等3種參數對產痠速率具有較大影響。應用脩正後的動力學參數對ADM1模型在不同C/N比調控下汙泥厭氧髮酵產痠結果進行瞭模擬。結果錶明,模擬產痠數據和實測數據誤差較小,說明脩正後的ADM1模型能夠很好地描述汙泥厭氧髮酵中C/N比條件對產痠的影響。
채용개진입자군산법대 ADM1모형중적관건삼수진행료고계,경민감성분석,학정료 Monod최대비흡수속솔、반포화치、산물대저물적산솔등3충삼수대산산속솔구유교대영향。응용수정후적동역학삼수대ADM1모형재불동C/N비조공하오니염양발효산산결과진행료모의。결과표명,모의산산수거화실측수거오차교소,설명수정후적ADM1모형능구흔호지묘술오니염양발효중C/N비조건대산산적영향。
The improved particle swarm optimization (PSO) algorithm was used to estimate the key parameters of ADM1model. Through sensitivity analysis of key parameters, the Monod maximum uptake rate parameters km,i, half saturation constant Ks,i and the products yield from substrate fi were proved to be significant impact on the volatile fatty acids (VFAs) production. The revised kinetic parameters were integrated into the ADM1to modeling the VFAs production from anaerobic fermentation of sewage sludge by C/N regulation. The results indicated that the errors were low between the estimated and experimental determined VFAs production data, suggesting that the modified ADM1 model can be used to describe the effects of C/N regulation on the VFAs production from anaerobic digestion of sewage sludge well.