Chemical Engineering Department, De La Salle University, 2401 Taft Ave, Manila, 0922 Philippines; Department of Civil and Environmental Engineering, University of Ulsan, 93 Daehakro, Ulsan, 680-749 Republic of Korea.
Department of Civil and Environmental Engineering, University of Ulsan, 93 Daehakro, Ulsan, 680-749 Republic of Korea.
J Environ Manage. 2018 Oct 1;223:314-323. doi: 10.1016/j.jenvman.2018.06.009. Epub 2018 Jun 20.
This paper presents the development and evaluation of fuzzy multi-objective optimization for decision-making that includes the process optimization of anaerobic digestion (AD) process. The operating cost criteria which is a fundamental research gap in previous AD analysis was integrated for the case study in this research. In this study, the mixing ratio of food waste leachate (FWL) and piggery wastewater (PWW), calcium carbonate (CaCO) and sodium chloride (NaCl) concentrations were optimized to enhance methane production while minimizing operating cost. The results indicated a maximum of 63.3% satisfaction for both methane production and operating cost under the following optimal conditions: mixing ratio (FWL: PWW) - 1.4, CaCO - 2970.5 mg/L and NaCl - 2.7 g/L. In multi-objective optimization, the specific methane yield (SMY) was 239.0 mL CH/g VS, while 41.2% volatile solids reduction (VSR) was obtained at an operating cost of 56.9 US$/ton. In comparison with the previous optimization study that utilized the response surface methodology, the SMY, VSR and operating cost of the AD process were 310 mL/g, 54% and 83.2 US$/ton, respectively. The results from multi-objective fuzzy optimization proves to show the potential application of this technique for practical decision-making in the process optimization of AD process.
本文提出了一种模糊多目标优化决策方法,用于优化厌氧消化(AD)过程的工艺。本研究将运营成本标准(先前 AD 分析中的一个基本研究空白)纳入案例研究中。在这项研究中,优化了食物垃圾渗滤液(FWL)和猪粪废水(PWW)的混合比例、碳酸钙(CaCO)和氯化钠(NaCl)的浓度,以提高甲烷产量,同时最小化运营成本。结果表明,在以下最佳条件下,甲烷产量和运营成本的满意度最高可达 63.3%:混合比(FWL:PWW)-1.4、CaCO-2970.5mg/L 和 NaCl-2.7g/L。在多目标优化中,特定甲烷产率(SMY)为 239.0mLCH/gVS,而在运营成本为 56.9 美元/吨时,挥发性固体减少率(VSR)达到 41.2%。与先前利用响应面法进行优化的研究相比,AD 工艺的 SMY、VSR 和运营成本分别为 310mL/g、54%和 83.2 美元/吨。多目标模糊优化的结果证明了该技术在 AD 过程工艺优化中的实际决策中的潜在应用。