基于NSGA-<b>Ⅱ</b>的脱硫浆液循环泵变频优化控制策略

丁乐; 虞仕杰

doi:10.16516/j.ceec.2025-076

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基于NSGA-Ⅱ的脱硫浆液循环泵变频优化控制策略

电力设备与系统运行分析 | 更新时间：2025-10-22

- 基于NSGA-Ⅱ的脱硫浆液循环泵变频优化控制策略
- Variable Frequency Optimization Control Strategy for Desulfurization Slurry Circulation Pumps Based on NSGA-Ⅱ
- 南方能源建设 2025年12卷第5期页码：165-174
- 作者机构：
  
  浙江浙能北仑发电有限公司,浙江,宁波,315800
- 作者简介：
  
  [ "丁乐，1969-，男，高级工程师，硕士，主要从事能源工程管理工作（email）13646669061@163.com" ]
  [ "虞仕杰，（email）2111903179@zjut.edu.cn" ]
- DOI：10.16516/j.ceec.2025-076
  中图分类号： TM611;TM621
- 纸质出版：2025
- 稿件说明：
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丁乐, 虞仕杰. 基于NSGA-Ⅱ的脱硫浆液循环泵变频优化控制策略[J]. 南方能源建设, 2025, 12(5): 165-174.

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丁乐, 虞仕杰. 基于NSGA-Ⅱ的脱硫浆液循环泵变频优化控制策略[J]. 南方能源建设, 2025, 12(5): 165-174. DOI： 10.16516/j.ceec.2025-076.

. DOI： 10.16516/j.ceec.2025-076.

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QIU G H, WEI H G, LIANG X J, et al. Energy consumption analysis of desulphurization ultra-low emission operation and outlook on its energy-saving operation in thermal power plants [J]. Power generation technology, 2020, 41(5): 510-516. DOI: 10.12096/j.2096-4528.pgt.20040.

邱国华, 魏宏鸽, 梁秀进, 等. 火电机组脱硫超低排放运行能耗分析与节能运行展望 [J]. 发电技术, 2020, 41(5): 510-516. DOI: 10.12096/j.2096-4528.pgt.20040.

SHEN J, DONG Q Q, SHEN J F. Analysis of operating costs and energy-saving control measures for desulfurization slurry circulating pump [J]. Chemical engineering equipment, 2019(1): 226-227, 225. DOI: 10.19566/j.cnki.cn35-1285/tq.2019.01.095.

沈健, 董强强, 申军锋. 脱硫浆液循环泵运行成本分析及节能控制措施 [J]. 化学工程与装备, 2019(1): 226-227, 225. DOI: 10.19566/j.cnki.cn35-1285/tq.2019.01.095.

GAO W, LIU M, ZHAO Y L, et al. Control strategy optimization and energy saving analysis for slurry circulation pumps in fixed-frequency mode of desulfurization system in coal-fired power units [J]. Thermal power generation, 2024, 53(10): 134-143. DOI: 10.19666/j.rlfd.202403056.

高伟, 刘明, 赵永亮, 等. 燃煤机组脱硫浆液循环泵定频运行控制策略优化及节能分析 [J]. 热力发电, 2024, 53(10): 134-143. DOI: 10.19666/j.rlfd.202403056.

CHEN L, LUO H, FU Q. Energy saving benefit analysis of pH regulation technology for double calcium based wet desulfurization of 1000 MW coal-fired power generation units [J]. Energy conservation and environmental protection, 2023(1): 84-86. DOI: 10.3969/j.issn.1009-539X.2023.01.030.

陈雷, 罗洪, 付强. 1000 MW燃煤发电机组双钙基湿法脱硫pH调控技术的节能效益分析 [J]. 节能与环保, 2023(1): 84-86. DOI: 10.3969/j.issn.1009-539X.2023.01.030.

LYU Y, WU B, QIN R J, et al. Flexible operation performance evaluation and cost analysis of coal-fired units [J]. Thermal power generation, 2023, 52(12): 20-28. DOI: 10.19666/j.rlfd.202303026.

吕游, 吴斌, 秦瑞钧, 等. 燃煤机组灵活运行性能评价及成本分析 [J]. 热力发电, 2023, 52(12): 20-28. DOI: 10.19666/j.rlfd.202303026.

LI W, LIN X B. Energy saving transformation and effect analysis of desulfurization slurry circulating pump in coal-fired power plant [J]. Energy conservation and environmental protection, 2022(12): 77-79. DOI: 10.3969/j.issn.1009-539X.2022.12.029.

李伟, 林晓斌. 燃煤电厂脱硫浆液循环泵节能改造及效果分析 [J]. 节能与环保, 2022(12): 77-79. DOI: 10.3969/j.issn.1009-539X.2022.12.029.

XU X G. The research on methods of reducing auxiliary power rate in 330 MW coal-fired cogeneration units [D]. Lanzhou: Lanzhou University of Technology, 2023.

徐晓钢. 330 MW燃煤供热机组降低厂用电率的方法研究 [D]. 兰州: 兰州理工大学, 2023.

FENG B, WANG F T, YAN N M, et al. Study on frequency conversion transformation and energy saving optimization of desulfurization slurry circulating pump in 600 MW coal-fired unit [J]. Electric power technology and environmental protection, 2021, 37(2): 51-57. DOI: 10.19944/j.eptep.1674-8069.2021.02.009.

冯斌, 王锋涛, 闫乃明, 等. 600 MW燃煤机组脱硫浆液循环泵变频改造及节能优化研究 [J]. 电力科技与环保, 2021, 37(2): 51-57. DOI: 10.19944/j.eptep.1674-8069.2021.02.009.

WEI S Z. Study of ultra low emission optimization of 350 MW coal-fired power plant [D]. Baoding: North China Electric Power University, 2017.

魏书州. 350 MW燃煤机组超低排放优化研究 [D]. 保定: 华北电力大学, 2017.

XU Z Y, LIU W H, ZHANG X R, et al. Research on data-driven optimal operation of slurry circulation pump [J]. Electric power, 2021, 54(3): 197-204. DOI: 10.11930/j.issn.1004-9649.202002141.

徐遵义, 刘文慧, 张旭冉, 等. 基于数据驱动的浆液循环泵运行优化研究 [J]. 中国电力, 2021, 54(3): 197-204. DOI: 10.11930/j.issn.1004-9649.202002141.

QIN W L, RONG N, LIU X Y. Optimization and scheduling of integrated energy systems with hydrogen-electricity coupling based on PKO algorithm [J]. Southern energy construction, 2025, 12(3): 90-101. DOI: 10.16516/j.ceec.2024-219.

覃文力, 荣娜, 刘兴艳. 基于PKO算法的含电氢耦合综合能源系统优化调度 [J]. 南方能源建设, 2025, 12(3): 90-101. DOI: 10.16516/j.ceec.2024-219.

WANG C, CHEN Q, GU X M, et al. Assessment method for health state of Li-ion batteries based on sparrow search algorithm [J]. Southern energy construction, 2023, 10(6): 89-97. DOI: 10.16516/j.gedi.issn2095-8676.2023.06.010.

王超, 陈奇, 谷新梅, 等. 基于麻雀优化算法的锂电池健康状态估计方法 [J]. 南方能源建设, 2023, 10(6): 89-97. DOI: 10.16516/j.gedi.issn2095-8676.2023.06.010.

LI J, WANG J, LIANG W T, et al. Load model construction and parameter identification method of inverter-interfaced distributed generator [J]. Southern energy construction, 2024, 11(6): 164-173. DOI: 10.16516/j.ceec.2024.6.17.

李杰, 王杰, 梁文腾, 等. 含逆变型分布式电源的负荷模型构建及参数辨识方法 [J]. 南方能源建设, 2024, 11(6): 164-173. DOI: 10.16516/j.ceec.2024.6.17.

JIN X Z, LI Y Y. Energy Consumption modeling of GA-BP for desulfurization pulping system based on MI time series processing [J]. Southern energy construction, 2019, 6(4): 64-68. DOI: 10.16516/j.gedi.issn2095-8676.2019.04.010.

金秀章, 李奕颖. 基于MI时序处理的GA-BP脱硫制浆系统能耗建模 [J]. 南方能源建设, 2019, 6(4): 64-68. DOI: 10.16516/j.gedi.issn2095-8676.2019.04.010.

HU Z Q, LI Z B, WANG Y S. An optimal operation strategy method of the desulfurization system based on MOPSO algorithm [J]. Electric power technology and environmental protection, 2022, 38(5): 351-357. DOI: 10.19944/j.eptep.1674-8069.2022.05.002.

胡增旗, 李兆北, 王印松. 一种基于改进多目标粒子群算法的脱硫系统优化运行策略方法 [J]. 电力科技与环保, 2022, 38(5): 351-357. DOI: 10.19944/j.eptep.1674-8069.2022.05.002.

YIN X Y, LI J, LIN D, et al. Multi-objective optimization of natural gas desulfurization process based on orthogonal test [J]. Chemical engineering of oil gas, 2024, 53(5): 138-146. DOI: 10.3969/j.issn.1007-3426.2024.05.016.

尹晓云, 李静, 林冬, 等. 基于正交试验的天然气脱硫工艺多目标优化 [J]. 石油与天然气化工, 2024, 53(5): 138-146. DOI: 10.3969/j.issn.1007-3426.2024.05.016.

MA Y T. Data-driven multi-objective optimization research on desulfurization and denitrification system in a coal-fired power plant [D]. Hangzhou: Zhejiang University, 2023.

马永涛. 数据驱动的燃煤电厂脱硫脱硝系统多目标优化研究 [D]. 杭州: 浙江大学, 2023.

RAN C M. Comprehensive evaluation of zero discharge of desulfurization wastewater from coal-fired power plants based on improved particle swarm algorithm and multi-objective optimization algorithm [J]. Microcomputer applications, 2024, 40(9): 205-209. DOI: 10.3969/j.issn.1007-757X.2024.09.050.

冉初萌. 基于改进粒子群算法和多目标优化算法的燃煤电站脱硫废水零排放综合评价 [J]. 微型电脑应用, 2024, 40(9): 205-209. DOI: 10.3969/j.issn.1007-757X.2024.09.050.

XU Y B, ZHAO M, LYU J H, et al. Optimization of unit operation based on operating condition [J]. Energy conservation technology, 2018, 36(2): 139-144. DOI: 10.3969/j.issn.1002-6339.2018.02.009.

许彦斌, 赵明, 吕金花, 等. 基于工况划分的机组优化运行寻优方法 [J]. 节能技术, 2018, 36(2): 139-144. DOI: 10.3969/j.issn.1002-6339.2018.02.009.

ZHENG M Y. Study on operation optimization of power plant wet desulphurization system based on data drive [D]. Baoding: North China Electric Power University, 2022.

郑茗友. 基于数据驱动的电站湿法脱硫系统运行优化研究 [D]. 保定: 华北电力大学, 2022.

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基于NSGA-Ⅱ的脱硫浆液循环泵变频优化控制策略

Variable Frequency Optimization Control Strategy for Desulfurization Slurry Circulation Pumps Based on NSGA-Ⅱ

DOI：10.16516/j.ceec.2025-076

摘要

Abstract

关键词

Keywords

references