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Including adaptation and mitigation responses to climate change in a multiobjective evolutionary algorithm framework for urban water supply systems incorporating GHG emissions

机译:在包含温室气体排放的城市供水系统的多目标进化算法框架中包括对气候变化的适应和减缓响应

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摘要

Cities around the world are increasingly involved in climate action and mitigating greenhouse gas (GHG) emissions. However, in the context of responding to climate pressures in the water sector, very few studies have investigated the impacts of changing water use on GHG emissions, even though water resource adaptation often requires greater energy use. Consequently, reducing GHG emissions, and thus focusing on both mitigation and adaptation responses to climate change in planning and managing urban water supply systems, is necessary. Furthermore, the minimization of GHG emissions is likely to conflict with other objectives. Thus, applying a multiobjective evolutionary algorithm (MOEA), which can evolve an approximation of entire trade-off (Pareto) fronts of multiple objectives in a single run, would be beneficial. Consequently, the main aim of this paper is to incorporate GHG emissions into a MOEA framework to take into consideration both adaptation and mitigation responses to climate change for a city’s water supply system. The approach is applied to a case study based on Adelaide’s southern water supply system to demonstrate the framework’s practical management implications. Results indicate that trade-offs exist between GHG emissions and risk-based performance, as well as GHG emissions and economic cost. Solutions containing rainwater tanks are expensive, while GHG emissions greatly increase with increased desalinated water supply. Consequently, while desalination plants may be good adaptation options to climate change due to their climate-independence, rainwater may be a better mitigation response, albeit more expensive.
机译:世界各地的城市越来越多地参与气候行动并减少温室气体(GHG)排放。但是,在应对水务部门的气候压力的背景下,尽管水资源适应常常需要更多的能源使用,但很少有研究调查改变用水量对温室气体排放的影响。因此,有必要减少温室气体的排放,从而在规划和管理城市供水系统时集中于缓解和适应气候变化的对策。此外,将温室气体排放量降至最低可能与其他目标相抵触。因此,应用多目标进化算法(MOEA)可以在一次运行中演化出多个目标的整体折衷(Pareto)前沿的近似值。因此,本文的主要目的是将温室气体排放纳入MOEA框架,以同时考虑城市供水系统对气候变化的适应性和减缓性。该方法应用于基于阿德莱德南部供水系统的案例研究,以证明该框架对实际管理的意义。结果表明,在温室气体排放与基于风险的绩效之间以及温室气体排放与经济成本之间存在着权衡取舍。装有雨水箱的解决方案很昂贵,而随着淡化水供应的增加,温室气体的排放量也大大增加。因此,尽管海水淡化厂由于其气候独立性而可能是适应气候变化的良好选择,但雨水可能是更好的缓解措施,尽管价格更高。

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    Paton F.; Maier H.; Dandy G.;

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  • 年度 2014
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