Optimal Production and Dispatch of Renewable Natural Gas, Electricity, and Fertilizer in Municipal-Scale Anaerobic Digestion Supply Chains

IF 3.1 3区 工程技术 Q3 ENERGY & FUELS BioEnergy Research Pub Date : 2024-05-09 DOI:10.1007/s12155-024-10767-y
Irene Mas Martin, Alvina Aui, Pallavi Dubey, Lisa A. Schulte, Mark Mba Wright
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Abstract

Global energy consumption is increasing, and there is a growing demand for renewable energy systems that replace fossil fuels with clean alternatives. Low-cost organic material, including organic wastes, can produce clean energy while reducing environmental soil, water, and air emissions. Anaerobic digesters (AD) can convert multiple streams of organic materials to renewable natural gas (RNG) and electricity, but they require optimal operation to minimize costs. This study employs a dynamic mixed-integer linear programming model (MILP) to optimize the collection, allocation, conversion, and dispatch of energy resources. The model optimizes the location of AD facilities producing RNG and power from combined streams that include agricultural biomass, manure, and municipal solid waste. It also optimizes the hourly dispatch of RNG and electricity based on urban residential, industrial, and commercial energy demand. The analysis shows that AD systems could generate RNG with a levelized cost of $0.011/kWh, electricity at a levelized cost of $0.025 to $0.039/kWh, and fertilizer at a cost ranging from $0.035 to $0.055/kWh. Scenario analysis indicates that RNG production is a viable alternative to renewable electricity. These cost estimates vary by location. Larger municipalities could lower costs by leveraging economies-of-scale to reduce capital costs and infrastructure optimizations to minimize waste. Furthermore, optimized AD systems could provide dispatchable heat and power to alleviate energy demand spikes in constrained municipalities. Future studies could evaluate the feasibility of these use cases.

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城市规模厌氧消化供应链中可再生天然气、电力和肥料的优化生产与调度
全球能源消耗与日俱增,人们对以清洁能源替代化石燃料的可再生能源系统的需求日益增长。包括有机废物在内的低成本有机材料可以生产清洁能源,同时减少土壤、水和空气的环境排放。厌氧消化器(AD)可以将多种有机材料流转化为可再生天然气(RNG)和电力,但需要优化运行以最大限度地降低成本。本研究采用动态混合整数线性规划模型(MILP)来优化能源资源的收集、分配、转换和调度。该模型优化了利用农业生物质、粪便和城市固体废弃物等综合能源流生产 RNG 和电力的厌氧消化(AD)设施的位置。该模型还根据城市居民、工业和商业能源需求,优化了每小时的 RNG 和电力调度。分析表明,AD 系统产生 RNG 的平准化成本为 0.011 美元/千瓦时,产生电力的平准化成本为 0.025 至 0.039 美元/千瓦时,产生肥料的成本为 0.035 至 0.055 美元/千瓦时。情景分析表明,生产 RNG 是一种可行的可再生电力替代品。这些成本估算因地点而异。规模较大的城市可以利用规模经济降低资本成本,并优化基础设施以尽量减少浪费,从而降低成本。此外,优化的厌氧消化(AD)系统可以提供可调度的热能和电力,以缓解受限城市的能源需求高峰。未来的研究可以评估这些使用案例的可行性。
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来源期刊
BioEnergy Research
BioEnergy Research ENERGY & FUELS-ENVIRONMENTAL SCIENCES
CiteScore
6.70
自引率
8.30%
发文量
174
审稿时长
3 months
期刊介绍: BioEnergy Research fills a void in the rapidly growing area of feedstock biology research related to biomass, biofuels, and bioenergy. The journal publishes a wide range of articles, including peer-reviewed scientific research, reviews, perspectives and commentary, industry news, and government policy updates. Its coverage brings together a uniquely broad combination of disciplines with a common focus on feedstock biology and science, related to biomass, biofeedstock, and bioenergy production.
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