一个新的数字和搜索算法,用于优化水分发电网的调度
Francesco De Paola1, Francesco Pugliese1, Nicola Fontana2
1Department of Civil, Architectural and Environmental Engineering, University of Naples Federico II, Via Claudio 21, 80125 Naples, Italy.
Water research X
|January 27, 2025
概括
使用改进的Harmony搜索算法优化水分网络中的调度,大大降低了能源和维护成本. 这种方法通过最大限度地降低运营费用来提高经济可持续性.
科学领域:
- 环境工程 环境工程
- 水资源管理 水资源管理
- 运营研究 运营研究
背景情况:
- 对于在水分网 (WDN) 中保持压力至关重要.
- 有效的调度 (PS) 对于经济可持续性和节省能源成本至关重要.
- 超启发式算法为PS优化提供了潜力,但不能保证全球最佳性.
研究的目的:
- 在WDN中优化排程,以最大限度地降低能源消耗和维护成本.
- 为了提高运营效率,减少每日开关的数量.
- 为PS优化开发和应用修改后的和搜索 (HS) 算法.
主要方法:
- 使用修改后的Harmony Search (HS) 算法进行调度优化.
- 集成的EPANET 2.0用于WDN中的液压模拟.
- 开发了新的设置方程和惩罚函数,以限制可行的解决方案.
主要成果:
- 修改后的HS算法有效优化了能源消耗和维护成本.
- 该研究表明,每天开关的数量减少了.
- 在基准网络上,在短的计算时间内实现了近乎最佳的解决方案.
结论:
- 开发的修改后的HS算法是优化WDNs中的调度的一个有能力的工具.
- 这种方法有助于提高水资源管理的经济可持续性和运营效率.
- 该方法提供了一种切实可行的解决方案,用于降低WDN中的能源成本和维护.
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