返回列表 发布新帖

[能源与动力工程] 基于改进NSGA-II算法的公共建筑江水源热泵系统集成多目标优化研究

7 0
admin 发表于 2025-1-18 20:54 | 查看全部 阅读模式

基于改进NSGA-II算法的公共建筑江水源热泵系统集成多目标优化研究
摘要:摘要以集成江水源热泵供能系统的公共建筑为对象,建立建筑供能成本最低、非舒适性时间最短、热泵用电峰谷比最小的多目标函数,基于动态能耗瞬时模拟技术和改进非支配排序遗传算法联合求解帕累托前沿,引入熵权优劣解距离法评价最优决策解;以夏热冬冷地区办公建筑为例,验证优化方法的可行性和最优设计方案。结果显示:最优方案与基准方案相比,建筑供能成本增加2.6%,非舒适性时间减少3.7%,热泵用电峰谷比降低90.6%;运行成本虽然稍有增加,但舒适性得到了提升,且用电峰谷波动性得到较大改善。

Abstract::Taking a public building integrated with the river water source heat pump energy supply system as the object, a multi-objective function with the lowest building energy supply cost, the shortest non-comfort time, and the lowest peak-to-valley ratio of heat pump electricity consumption was established. The Pareto front was solved jointly based on the dynamic energy consumption transient simulation technology and the improved non-dominated sorting genetic algorithm, and the optimal Decision-making solution was evaluated by the Entropy-weight solution distance method. Taking an office building in a hot summer and cold winter area as an example, the feasibility of the optimization method and the optimal design scheme were verified. Results showed as follows: compared with the reference scheme, the building energy supply cost of the optimal scheme increased by 2.6%, the non-comfort time decreased by 3.7%, and the peak-to-valley ratio of heat pump electricity consumption reduced by 90.6%; although the operating cost increased slightly, the comfort was improved, and the peak-to-valley fluctuation of electricity consumption was greatly improved.

中文标题:基于改进NSGA-II算法的公共建筑江水源热泵系统集成多目标优化研究
英文标题:Integrated Multi-Objective Optimization of River Source Heat Pump System in Office Buildings Based on Improved NSGA-II Algorithm
发表时间:2022-08-10

作者:
胡文博, 戴安, 郭松, 邱泽晶, 肖晶, 徐荆州
作者简介:
胡文博(1995-),男,硕士,工程师,主要从事新能源电力工程及能效评估研究。郭 松(1991-),男,硕士,工程师,主要从事综合能源关键技术研究及应用。

关键词:改进NSGA-II算法,公共建筑,江水源热泵,多目标优化,熵权优劣解距离法,
Key words:archive NSGA-II,office building,river source heat pump,multi-objective optimization,Entropy-weight TOPSIS,
2025-1-18 20:54 上传
文件大小:
2.65 MB
下载次数:
60
高速下载
【温馨提示】 您好!以下是下载说明,请您仔细阅读:
1、推荐使用360安全浏览器访问本站,选择您所需的PDF文档,点击页面下方“本地下载”按钮。
2、耐心等待两秒钟,系统将自动开始下载,本站文件均为高速下载。
3、下载完成后,请查看您浏览器的下载文件夹,找到对应的PDF文件。
4、使用PDF阅读器打开文档,开始阅读学习。
5、使用过程中遇到问题,请联系QQ客服。

本站提供的所有PDF文档、软件、资料等均为网友上传或网络收集,仅供学习和研究使用,不得用于任何商业用途。
本站尊重知识产权,若本站内容侵犯了您的权益,请及时通知我们,我们将尽快予以删除。
  • 手机访问
    微信扫一扫
  • 联系QQ客服
    QQ扫一扫
2022-2025 新资汇 - 参考资料免费下载网站 最近更新浙ICP备2024084428号
关灯 返回顶部
快速回复 返回顶部 返回列表