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Feeding control of anaerobic co-digestion of waste activated sludge and corn silage performed by rule-based PID control with ADM1

机译:用ADM1进行规则的PID控制厌氧共消化废物活性污泥和玉米青贮饲料的饲养控制

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摘要

Anaerobic co-digestion (AcoD) of corn silage (CS) and waste activated sludge (WAS) co-substrates, compared with anaerobic digestion (AD) of mono-substrate WAS, was simulated under mesophilic conditions with the adapted IWA Anaerobic Digestion Model No. 1 (ADM1), and a rule-based PID control system for control of the AcoD of CS and WAS, through control of their ratios in the feed, was developed, implemented with the model as a test platform. Tests on AcoD of co-substrates were conducted at the COD mass-based feeding ratios of CS to WAS 1∶2.5, 1∶2.0 and 1∶1.2. The maximal biogas production was 0.94 m~3/kgVS d at the feeding ratio 1∶1.2. The ADM1 was adapted, and the high-sensitivity kinetic parameters were calibrated and optimised using the data from the tests of steady state mono-digestion of WAS and AcoD of CS and WAS. The simulated data of biogas and methane production, methane content, VFA and pH agreed well with the test data. The rule-based PID control was developed with an additional expert system, in which the lower level controller operated the level of VFA/TIC and the upper level controller manipulated the setpoints of methane production. The feeding ratio of CS to WAS was used as a manipulated variable. With the constraint boundaries, the test on the control system showed that it could keep methane production stable to the setpoint and maximise methane production while resisting the disturbances to AcoD by adjusting the feeding ratios of CS to WAS.
机译:玉米青贮饲料(Cs)和废物活性污泥(Acod)与单衬底的厌氧消化(Ad)进行的玉米青贮饲料(Cs)和废物活化污泥(Acod)进行了共同的底物,其在融合条件下模拟了适应的IWA厌氧消化模型NO 。1(ADM1)和基于规则的PID控制系统,用于控制CS的ACOD,并且通过控制饲料中的比率来实现,用模型作为测试平台实现。在CS的COD质量的饲养比中对共衬底的acoOD的测试为1:2.5,1:2.0和1:1.2。最大沼气产量为0.94m〜3 / kgvs d,喂料比为1:1.2。 ADM1被调整,使用来自CS的稳态单消解的测试的数据校准并优化了高灵敏度动力学参数并优化。沼气和甲烷生产的模拟数据,甲烷含量,VFA和pH值良好的测试数据。基于规则的PID控制是用另外的专家系统开发的,其中较低级控制器操作VFA / TIC的电平,上层控制器操纵甲烷生产的设定点。将Cs的进料比用作操纵变量。通过约束边界,对照系统的测试表明,它可以使甲烷产生稳定,并通过调节Cs的进料比来抵抗对Acod的干扰而最大化甲烷生产。

著录项

  • 来源
    《Waste Management》 |2020年第2期|22-31|共10页
  • 作者单位

    School of Environment and Architecture University of Shanghai for Science and Technology Shanghai 200093 China;

    School of Environment and Architecture University of Shanghai for Science and Technology Shanghai 200093 China;

    School of Environment and Architecture University of Shanghai for Science and Technology Shanghai 200093 China;

    School of Environment and Architecture University of Shanghai for Science and Technology Shanghai 200093 China;

    School of Environment and Architecture University of Shanghai for Science and Technology Shanghai 200093 China;

    School of Environment and Architecture University of Shanghai for Science and Technology Shanghai 200093 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Methane production; Proportional-integral-derivative control; Setpoint; Volatile fatty acid; Co-substrate;

    机译:甲烷生产;比例积分衍生物控制;设定点;挥发性脂肪酸;共同衬底;

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