Department of Civil and Environmental Engineering, University of California, Irvine, CA, 92697-2175, USA; Water-Energy Nexus Center, University of California, Irvine, CA, 92697-2175, USA.
Sanitation Districts of Los Angeles County, 1955 Workman Mill Rd, Whittier, CA, 90601, USA.
Water Res. 2020 Apr 15;173:115537. doi: 10.1016/j.watres.2020.115537. Epub 2020 Jan 27.
Diffused aeration is the most implemented method for oxygen transfer in municipal activated sludge systems and governs the economics of the entire treatment process. Empirical observations are typically used to regulate airflow distribution through the adjustment of manual valves. However, due to the associated degrees of freedom, the identification of a combination of manual valves that optimizes all performance criteria is a complex task. For the first time a multi-criteria optimization algorithm was used to minimize effluent constituents and energy use by parametrizing manual valves positions. Data from a full-scale facility in conjunction with specific model assumptions were used to develop a base-case facility consisting of a detailed air supply model, a bio-kinetic model and a clarification model. Compared to the base-case condition, trade-offs analysis showed potential energy savings of up to 13.6% and improvement of effluent quality for NH (up to 68.5%) and NO (up to 81.6%). Based on two different tariff structures of a local power utility, maximum costs savings of 12800 USD mo to 19000 USD mo were estimated compared to baseline condition.
鼓风曝气是城市活性污泥系统中应用最广泛的氧气转移方法,它决定了整个处理过程的经济性。通常通过调整手动阀来对气流分布进行调节,以实现经验观察。然而,由于存在相关的自由度,因此确定优化所有性能标准的手动阀组合是一项复杂的任务。首次使用多准则优化算法通过参数化手动阀位置来最小化出水成分和能源使用。利用来自实际规模设施的数据和特定模型假设,开发了一个基础案例设施,其中包括详细的供气模型、生物动力学模型和澄清模型。与基础案例条件相比,权衡分析表明,潜在的能源节约高达 13.6%,NH(高达 68.5%)和 NO(高达 81.6%)的出水质量得到改善。基于当地电力公司的两种不同电价结构,与基线条件相比,估计最大成本节约为 12800 美元/月至 19000 美元/月。