Optimal sizing of hybrid renewable energy systems in rural Alaska

IF 10.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Jose M. Bardales, Hai Van Le, Jessica Kaminsky, Anderson R. de Queiroz
{"title":"Optimal sizing of hybrid renewable energy systems in rural Alaska","authors":"Jose M. Bardales, Hai Van Le, Jessica Kaminsky, Anderson R. de Queiroz","doi":"10.1016/j.jclepro.2026.149361","DOIUrl":null,"url":null,"abstract":"Rural Alaskan communities face extreme energy costs and energy insecurity due to logistical isolation and dependence on imported diesel fuel. This study evaluates long term decarbonization pathways for the Shungnak microgrid using a dual planning and operational framework. Tools for Energy Model Optimization and Analysis (Temoa) optimizes capacity expansion from 2025 to 2045, while a rolling horizon Unit Commitment Model (UCM) screens portfolios for hourly dispatch feasibility, generator commitment, ramping, and battery state of charge continuity. The UCM is an operational screening model rather than a complete grid stability assessment and does not represent dynamic frequency response, voltage behavior, or inertia. The constrained Business-As-Usual Reference (BAU) pathway remains diesel dependent, producing 853.9 tons of CO<ce:inf loc=\"post\">2</ce:inf> in 2045 at a cumulative discounted system cost of 24.66 million USD. Allowing wind and hydropower shifts the least cost pathway toward a diversified renewable and storage portfolio, with all five alternative core scenarios reaching zero modeled operational emissions by 2040 under baseline resource assumptions. Sensitivity tests show that discounted cost is most responsive to wind capacity factor, ranging from 12.4% below to 17.0% above Unrestrained Reference (BAU-UR), followed by hydropower availability, ranging from 9.8% below to 10.8% above. A <mml:math altimg=\"si1.svg\" display=\"inline\"><mml:mrow><mml:mo>±</mml:mo><mml:mn>30</mml:mn><mml:mtext>%</mml:mtext></mml:mrow></mml:math> variation in battery capital cost changes system cost by 2.3% below to 2.0% above. Capital support tests locate cost parity between 6% and 7%, with an interpolated threshold of 6.34%. Findings are specific to Shungnak, while the open source framework may be adapted to other isolated systems after local calibration.","PeriodicalId":349,"journal":{"name":"Journal of Cleaner Production","volume":"26 1","pages":""},"PeriodicalIF":10.7000,"publicationDate":"2026-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cleaner Production","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1016/j.jclepro.2026.149361","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

Rural Alaskan communities face extreme energy costs and energy insecurity due to logistical isolation and dependence on imported diesel fuel. This study evaluates long term decarbonization pathways for the Shungnak microgrid using a dual planning and operational framework. Tools for Energy Model Optimization and Analysis (Temoa) optimizes capacity expansion from 2025 to 2045, while a rolling horizon Unit Commitment Model (UCM) screens portfolios for hourly dispatch feasibility, generator commitment, ramping, and battery state of charge continuity. The UCM is an operational screening model rather than a complete grid stability assessment and does not represent dynamic frequency response, voltage behavior, or inertia. The constrained Business-As-Usual Reference (BAU) pathway remains diesel dependent, producing 853.9 tons of CO2 in 2045 at a cumulative discounted system cost of 24.66 million USD. Allowing wind and hydropower shifts the least cost pathway toward a diversified renewable and storage portfolio, with all five alternative core scenarios reaching zero modeled operational emissions by 2040 under baseline resource assumptions. Sensitivity tests show that discounted cost is most responsive to wind capacity factor, ranging from 12.4% below to 17.0% above Unrestrained Reference (BAU-UR), followed by hydropower availability, ranging from 9.8% below to 10.8% above. A ±30% variation in battery capital cost changes system cost by 2.3% below to 2.0% above. Capital support tests locate cost parity between 6% and 7%, with an interpolated threshold of 6.34%. Findings are specific to Shungnak, while the open source framework may be adapted to other isolated systems after local calibration.
阿拉斯加农村混合可再生能源系统的最佳规模
由于后勤隔离和对进口柴油的依赖,阿拉斯加农村社区面临着极高的能源成本和能源不安全。本研究使用双重规划和运营框架评估了Shungnak微电网的长期脱碳途径。能源模型优化和分析工具(Temoa)优化了2025年至2045年的产能扩张,而滚动地平线单元承诺模型(UCM)筛选了每小时调度可行性、发电机承诺、斜坡和电池状态的连续性。UCM是一种可操作的筛选模型,而不是完整的电网稳定性评估,也不代表动态频率响应、电压行为或惯性。受限制的常规业务参考(BAU)途径仍然依赖柴油,到2045年将产生853.9吨二氧化碳,累计贴现系统成本为2466万美元。允许风能和水力发电将成本最低的途径转向多样化的可再生能源和储能组合,在基线资源假设下,到2040年,所有五种替代核心方案都将达到零模型运行排放。灵敏度测试表明,贴现成本对风电容量因子的响应最大,在低于无约束基准(BAU-UR)的12.4% ~ 17.0%之间,其次是水电可用性,在低于无约束基准(BAU-UR)的9.8% ~ 10.8%之间。电池资本成本的±30%的变化会使系统成本低于2.3%,高于2.0%。资本支持测试将成本平价定位在6%至7%之间,插值阈值为6.34%。研究结果是针对Shungnak的,而开源框架可以在局部校准后适用于其他孤立系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书