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Study on the Operation Mechanism and Effect of the Yellow River Water and Sediment Regulation System
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作者 Yaxi Cai Xiaodong Yang 《Journal of World Architecture》 2022年第5期8-16,共9页
In order to scientifically deal with the problems of less water and more sediment in the Yellow River and the uncoordinated relationship between water and sediment,it is necessary to establish a perfect water and sedi... In order to scientifically deal with the problems of less water and more sediment in the Yellow River and the uncoordinated relationship between water and sediment,it is necessary to establish a perfect water and sediment regulation system.Through the calculation of the sediment transport capacity of the Yellow River and the application of the water and sediment regulation system,it is found that the sediment transport efficiency of the Yellow River will increase with the increase of water flow,and there will be an obvious inflection point near the flat discharge.The joint regulation of the backbone reservoir group can discharge the large discharge close to the minimum flat discharge of the downstream river,which improves the sediment transport capacity of the river and alleviates the problem of sediment deposition.In this paper,through the introduction of the Yellow River water and sediment regulation project system,regulation indicators and mechanisms,the author discusses in detail the Yellow River water and sediment regulation scheme and its operation effect,hoping to provide help promote the improvement of the Yellow River governance effect. 展开更多
关键词 Yellow River water and sediment regulation Regulatory indicators Regulatory mechanism operation effect
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RESEARCH ON OPTIMAL OPERATION OF WATER PRODUCING SYSTEM
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作者 张宏伟 镡新 陈春芳 《Transactions of Tianjin University》 EI CAS 1999年第2期113-116,共4页
Basing on a viewpoint of all sided water producing system,a comprehensive analysis of the operation status and the relationship between each working unit in water producing system,including coagulation,sedimentation... Basing on a viewpoint of all sided water producing system,a comprehensive analysis of the operation status and the relationship between each working unit in water producing system,including coagulation,sedimentation and filtration etc.was made.By investigating the influence of backwashing consumption,the amount of sludge ejected from sedimentation tank and coagulant ratio upon the cost,the cost effective function of the system was presented.Afterwards,the solution was found out and the corresponding computer program was developed.When applied with real world data,it proved that this method significantly reduced the water producing cost. 展开更多
关键词 water producing system optimal operation optimal coagulant dosage global optimum
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Application of LINGO to the Solution of the Water Supply System′s Optimal Operation Model 被引量:1
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作者 牛志广 张宏伟 《Transactions of Tianjin University》 EI CAS 2002年第4期246-250,共5页
In this research, LINGO is used successfully to solve the water supply system′s optimal operation model. Firstly, the language of LINGO and the using method were studied intensively, on the basis of which the model w... In this research, LINGO is used successfully to solve the water supply system′s optimal operation model. Firstly, the language of LINGO and the using method were studied intensively, on the basis of which the model was transformed to LINGO form and solved successfully. Secondly, the research on the interface between LINGO and the popular office software was made. The optimization software was developed, which had Excel as the workspace and LINGO as the core of computation. Through practice, this software was found stable, easy to use and suitable for the application to the water supply corporations. 展开更多
关键词 LINGO optimal operation of water supply system solution of the model INTERFACE
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Optimal Operation for Baoying Pumping Station in East Route Project of South-to-North Water Transfer 被引量:7
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作者 FENG Xiaoli QIU Baoyun +2 位作者 CAO Haihong WEI Qianglin TENG Haibo 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第1期78-83,共6页
Baoying pumping station is a part of source pumping stations in East Route Project of South-to-North Water Transfer in China. Aiming at the characteristics of head varying, and making use of the function of pump adjus... Baoying pumping station is a part of source pumping stations in East Route Project of South-to-North Water Transfer in China. Aiming at the characteristics of head varying, and making use of the function of pump adjustable blade, mathematical models of pumping station optimal operation are established and solved with genetic algorithm. For different total pumping discharge and total pumping volume of water per day, in order to minimize pumping station operation cost, the number and operation duties of running pump units are respectively determined at different periods of time in a day. The results indicate that the saving of electrical cost is significantly effected by the schemes of adjusting blade angles and time-varying electrical price when pumping certain water volume of water per day, and compared with conventional operation schemes (namely, the schemes of pumping station operation at design blade angles based on certain pumping discharge), the electrical cost is saved by 4.73%-31.27%. Also, compared with the electrical cost of conventional operation schemes, the electrical cost is saved by 2.03%-5.79% by the schemes of adjusting blade angles when pumping certain discharge. 展开更多
关键词 South-to-North water Transfer Baoying pumping station optimal operation adjusting blade angle time-varying electrical price
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Optimal operation of water supply systems with tanks based on genetic algorithm 被引量:6
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作者 俞亭超 张土乔 李洵 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第8期886-893,共8页
In view of the poor water supply system’s network properties, the system’s complicated network hydraulic equations were replaced by macroscopic nodal pressure model and the model of relationship between supply flow ... In view of the poor water supply system’s network properties, the system’s complicated network hydraulic equations were replaced by macroscopic nodal pressure model and the model of relationship between supply flow and water source head. By using pump-station pressure head and initial tank water levels as decision variables, the model of optimal allocation of water supply between pump-sources was developed. Genetic algorithm was introduced to deal with the model of optimal allocation of water supply. Methods for handling each constraint condition were put forward, and overcome the shortcoming such as premature convergence of genetic algorithm; a solving method was brought forward in which genetic algorithm was combined with simulated annealing technology and self-adaptive crossover and mutation probabilities were adopted. An application example showed the feasibility of this algorithm. 展开更多
关键词 water supply system optimal operation Genetic algorithm TANK
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Optimal operation of water distribution networks under local pipe failures 被引量:3
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作者 田一梅 G.Y.FU +1 位作者 迟海燕 刘烨 《Journal of Central South University of Technology》 EI 2007年第3期436-441,共6页
The optimal operation of water distribution networks under local pipe failures, such as water main breaks, was proposed. Based on a hydraulic analysis and a simulation of water distribution networks, a macroscopic mod... The optimal operation of water distribution networks under local pipe failures, such as water main breaks, was proposed. Based on a hydraulic analysis and a simulation of water distribution networks, a macroscopic model for a network under a local pipe failure was established by the statistical regression. After the operation objectives under a local pipe failure were determined, the optimal operation model was developed and solved by the genetic algorithm. The program was developed and examined by a city distribution network. The optimal operation alternative shows that the electricity cost is saved approximately 11%, the income of the water corporation is increased approximately 5%, and the pressure in the water distribution network is distributed evenly to ensure the network safe operation. Therefore, the proposed method for optimal operation under local pipe failure is feasible and cost-effective. 展开更多
关键词 water distribution network local pipe failure macroscopic model optimal operation
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Impact of Untreated Sedimentation Tank Sludge Water Recycle on Water Quality During Treatment of Low Turbidity Water 被引量:1
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作者 Ronggang Xu Yongpeng Xu +3 位作者 Fuyi Cui Li He Dong Wang Qingfeng Su 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2015年第4期79-86,共8页
The overall purpose of this research is to examine the impact of untreated sedimentation tank sludge water( USTSW) recycle on water quality during treatment of low turbidity water in coagulation—sedimentation process... The overall purpose of this research is to examine the impact of untreated sedimentation tank sludge water( USTSW) recycle on water quality during treatment of low turbidity water in coagulation—sedimentation processes. 950 m L of raw water and different concentrations of 50 m L USTSW are injected into six 1 000 m L beakers without coagulant.The results indicate that USTSW characterized as accumulated suspended solids and organic matter has active ingredients,which possess the equivalent function of coagulant. The optimal blended water turbidity is in the range of 10-20 NTU,within which USTSW recycle achieves the highest save coagulant rate. The mechanism of strengthening coagulation effect when USTSW recycle mainly depends on the chemical effect and physical effect. What is more,through scanning electron microscopy( SEM),it is found that the floc structures with USTSW recycle are more compact than those without USTSW recycle. Besides,the water quality parameters of color,NH3-N,CODMn,UV254,total aluminum,total manganese when USTSW recycle is better than the raw water without recycle,indicating that USTSW recycle can improve water quality with strengthening coagulation effect. 展开更多
关键词 untreated sedimentation tank sludge water recycle low turbidity optimal blended water turbidity water quality
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Optimization on Water Resource System Operation Policy during Drought
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作者 Hongyuan Fang Yi Cheng Songkai Yan 《Journal of Water Resource and Protection》 2011年第2期140-146,共7页
The mixed linear programming model is commonly recognized to be an effective means for searching optimal reservoir operation policy in water resources system. In this paper a multi-objective mixed integer linear progr... The mixed linear programming model is commonly recognized to be an effective means for searching optimal reservoir operation policy in water resources system. In this paper a multi-objective mixed integer linear programming model is set up to obtain the optimal operation policy of multi-reservoir water supply system during drought, which is able to consider the operation rule of reservoir-group system within longer-term successive drought periods, according to the basic connotation of indexes expressing the water-supply risk of reservoir during drought, that is, reliability, resilience and vulnerability of reservoir water supply, and mathematical programming principles. The model-solving procedures, particularly, the decomposition-adjustment algorithm, are proposed based on characteristics of the model structure. The principle of model-solving technique is to decompose the complex system into several smaller sub-systems on which some ease-solving mathematical models may be established. The objective of this optimization model aims at maximizing the reliability of water supply and minimizing the maximum water-shortage of single time-period within water- supply system during drought. The multi-objective mixed integer linear programming model and proposed solving procedures are applied to a case study of reservoir-group water-supply system in Huanghe-Huaihe River Basin, China. The desired water-shortage distribution within the system operation term and the maximum shortage of single time-period are achieved. The results of case study verifies that the lighter water-shortage distributed evenly among several time-periods can avoid the calamities resulted from severe water shortage concentrated on a few time-periods during drought. 展开更多
关键词 water Supply System DROUGHT PERIOD MULTI-OBJECTIVE Mixed INTEGER Linear Programming Decomposition-Adjustment Algorithm operation Policy OPTIMIZATION
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Orthogonal experiment on reclaimed water treatment and economic optimization model in green building
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作者 何强 张成 +1 位作者 柴宏祥 樊明玉 《Journal of Central South University》 SCIE EI CAS 2009年第S1期322-328,共7页
The efficacy of superior drainage in green building treated by combinational technique of coagulation sedimentation and constructed wetland was launched. The results show that the regression equation relating to efflu... The efficacy of superior drainage in green building treated by combinational technique of coagulation sedimentation and constructed wetland was launched. The results show that the regression equation relating to effluent BOD5,cubage load (Nv),temperature (t) and addition dosage (ρ) is BOD5=2.05Nv-0.41t-0.82ρ+38.9. The orthogonal experiment results of constructed wetland post-treatment show that the regression equation relating to effluent BOD5,cubage load (NA),and temperature (t) is BOD5=1 190NA-0.32t+12.2. Based on the two orthogonal regression equations,combined of green building municipal gray reclaimed water quantity requirements in different seasons,a technology investment on economic optimization model of combinational technique was established. The results offer technological support for reclaimed water treatment,which regards superior drainage as the source and is purified by combinational technique of coagulation sedimentation and constructed wetland. According to the model,the reasonable scale of reclaimed water treatment systems can be determined,the treatment efficacy can be well predicted,and both the design and operating can be effectively guided. 展开更多
关键词 green BUILDING COAGULATION-sedimentATION CONSTRUCTED WETLandS reclaimed water ECONOMIC optimization model
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Separation process study of liquid phase catalytic exchange reaction based on the Pt/C/PTFE catalysts 被引量:2
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作者 Peilong Li Li Guo +7 位作者 Renjin Xiong Junhong Luo Ming Wen Yong Yao Zhi Zhang Jiangfeng Song Yan Shi Tao Tang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2019年第8期1837-1845,共9页
The liquid phase catalytic exchange(LPCE) reaction is an effective process for heavy water detritiation and production of deuterium-depleted potable water. In the current study, hydrophobic carbon-supported platinum c... The liquid phase catalytic exchange(LPCE) reaction is an effective process for heavy water detritiation and production of deuterium-depleted potable water. In the current study, hydrophobic carbon-supported platinum catalysts(Pt/C/PTFE) with high efficiency as reported previously for LPCE were prepared and comprehensive performance evaluation method is applied to evaluate the separation behaviors of LPCE systematically. Experimental results indicate that the optimum reaction temperature of 60–80℃ and the molar feed ratio G/L of 1.5–2.5 would lead to higher separation efficiencies. As to the packing method, a random packing mode with a packing ratio of hydrophobic catalysts 0.25 is recommended. In addition, thermodynamic analysis corresponds well with experimental results under lower temperature and G/L, while the suppression of kinetic factors should not be neglected when T > 80℃ and G/L > 1.5. 展开更多
关键词 Liquid phase CATALYTIC exchange(LPCE) HYDROPHOBIC carbon-supported PLATINUM CATALYSTS SEPARATION behaviors optimal operating condition water DETRITIATION
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Hybrid Physics and Data-driven Contingency Filtering for Security Operation of Micro Energy-water Nexus
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作者 Mostafa Goodarzi Qifeng Li 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2023年第5期1820-1831,共12页
This paper investigates a novel engineering problem,i.e.,security-constrained multi-period operation of micro energywater nexuses.This problem is computationally challenging because of its high nonlinearity,nonconvexi... This paper investigates a novel engineering problem,i.e.,security-constrained multi-period operation of micro energywater nexuses.This problem is computationally challenging because of its high nonlinearity,nonconvexity,and large dimension.We propose a two-stage iterative algorithm employing a hybrid physics and data-driven contingency filtering(CF)method and convexification to solve it.The convexified master problem is solved in the first stage by considering the base case operation and binding contingencies set(BCS).The second stage updates BCS using physics-based data-driven methods,which include dynamic and filtered data sets.This method is faster than existing CF methods because it relies on offline optimization problems and contains a limited number of online optimization problems.We validate effectiveness of the proposed method using two different case studies:the IEEE 13-bus power system with the EPANET 8-node water system and the IEEE 33-bus power system with the Otsfeld 13-node water system. 展开更多
关键词 Contingency filtering micro energy-water nexus multi-period secure operation optimal power and water flow physics-guided data-driven
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Gas Turbine Performance Optimization Using Compressor Online Water Washing Technique
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作者 Ezenwa A. Ogbonnaya 《Engineering(科研)》 2011年第5期500-507,共8页
The ability to predict the behaviour of a gas turbine engine and optimize its performance is critical in eco-nomic, thermal and condition monitoring studies. Having identified fouling as one of the major sources of co... The ability to predict the behaviour of a gas turbine engine and optimize its performance is critical in eco-nomic, thermal and condition monitoring studies. Having identified fouling as one of the major sources of compressor and therefore gas turbine deterioration, a computer-based engine model was developed to optimize the performance of gas turbines. The paper thus presents an analysis of compressor hand cleaning, on and offline compressor washing to actualize the technique using a computer program in Visual Basic programming language with data collected over a period of fifteen weeks for 2 gas turbine plants GT1 and GT2. The results of the data collected, when collated, shows that after washing, the overall operational efficiency changed from 39.2% to 46.25%. To optimize the performance of gas turbine engines, it is therefore recommended that operators should perform a combination of compressor hand cleaning, offline and online washing simultaneously. 展开更多
关键词 Gas TURBINE TURBOMACHINERY Components FOULING Performance Optimization operational PRACTICES COMPRESSOR water WASHING
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三门峡水库控制运用方式的优化探讨
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作者 郭彦 侯素珍 +3 位作者 杨飞 王平 胡恬 赖瑞勋 《水电能源科学》 北大核心 2024年第7期202-206,39,共6页
三门峡水库“蓄清排浑”运用为多沙河流的治理提供了宝贵经验,随着来水来沙情况的变化及对水库功能需求和对水库泥沙冲淤规律认识的深化,该运行方式亦在实践中不断调整和完善。为此,针对不同的典型年份设定集中敞泄与分段敞泄的敞泄排... 三门峡水库“蓄清排浑”运用为多沙河流的治理提供了宝贵经验,随着来水来沙情况的变化及对水库功能需求和对水库泥沙冲淤规律认识的深化,该运行方式亦在实践中不断调整和完善。为此,针对不同的典型年份设定集中敞泄与分段敞泄的敞泄排沙方案,采用一维非恒定水沙数学模型,对选取的2018~2019年丰水少沙年和2014~2016年枯水少沙年设定12种控制运用方案进行模拟,比较各方案下库区冲淤变化的优劣,据此选取适合三门峡水库的控制运用方式。结果表明,2018~2019年分段敞泄方案的冲刷效果优于集中敞泄方案,即使在后汛期的控制水位抬高至310 m,也能达到较好的冲刷效果;2014~2016年分段敞泄方案虽优于集中敞泄方案,但其冲刷主要集中于2014年汛期,2015、2016年整体呈淤积状态,综合考虑建议枯水少沙年份水库采用“泥沙年际调节”运用模式。 展开更多
关键词 一维水沙模型 控制运用方式 敞泄排沙 冲淤变化 三门峡水库
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万家寨水库排沙效果及影响因素分析
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作者 任智慧 马怀宝 +1 位作者 孙超 王婷 《人民黄河》 CAS 北大核心 2024年第7期29-33,共5页
降水冲刷是恢复水库库容的有效手段。2011年以来万家寨水库在排沙期多次开展降水冲刷运用,取得了较好的排沙效果。基于实测资料,分析了2011年以来万家寨水库排沙效果及其影响因素。结果表明:2011—2021年(不含2016年)万家寨水库累计排沙... 降水冲刷是恢复水库库容的有效手段。2011年以来万家寨水库在排沙期多次开展降水冲刷运用,取得了较好的排沙效果。基于实测资料,分析了2011年以来万家寨水库排沙效果及其影响因素。结果表明:2011—2021年(不含2016年)万家寨水库累计排沙7.173亿t;排沙主要集中在排沙期;2018—2020年来水较丰,水库降水冲刷历时长,3 a累计排沙4.840亿t;水库排沙影响因素众多,长历时大流量洪水过程有利于水库排沙;运用水位降低时,蓄水量减小,沿程冲刷距离长,壅水输沙距离缩短,有利于提高水库的排沙效果。通过回归分析,建立了不同水位下出库输沙率与主要影响因素的关系。 展开更多
关键词 排沙 降水冲刷 水库调度 万家寨水库
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考虑弃水风险的梯级水库中长期多目标优化调度研究
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作者 方国华 王海政 +2 位作者 吴承君 黄显峰 王仲梅 《水资源保护》 EI CAS CSCD 北大核心 2024年第6期20-27,68,共9页
针对现有水电站弃水风险计算结果与实际情况存在较大偏差的问题,基于水量平衡原理,通过识别弃水风险因素,提出了耦合径流和负荷双重不确定性的梯级水库弃水风险量化方法;引入临界弃水概率的概念,提出了基于预警空报率和漏报率联合最小... 针对现有水电站弃水风险计算结果与实际情况存在较大偏差的问题,基于水量平衡原理,通过识别弃水风险因素,提出了耦合径流和负荷双重不确定性的梯级水库弃水风险量化方法;引入临界弃水概率的概念,提出了基于预警空报率和漏报率联合最小的梯级水库临界弃水概率确定方法以及基于临界弃水概率的梯级水库供水期末库水位消落控制方法;在此基础上,构建了考虑弃水风险的梯级水库中长期多目标优化调度模型,并以乌江梯级水库群为对象开展了实例研究。结果表明:乌江梯级水库群弃水概率与弃水流量间存在显著的单调递增关系;耦合调度期和余留期的两阶段方案发电效益较常规优化调度方案增加了约0.51%,生态效益提高了约1.06倍。 展开更多
关键词 弃水风险 梯级水库 临界弃水概率 发电调度 生态调度 多目标优化 乌江梯级水库群
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大型注水管网最优运行模式判别规则及参数优选方法研究
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作者 范路 陈烁宇 +3 位作者 刘董宇 单杰 王劭翡 宋长山 《西安石油大学学报(自然科学版)》 CAS 北大核心 2024年第6期58-64,共7页
注水管网的能耗是整个注水系统的能耗中有一个重要因素,体现在管网选用的运行模式以及参数优化2个方面。通过对大量注水数据的计算与评价,发现运行模式的选择与整个注水系统中各单井的压力分布特征有密切关系,据此形成了注水系统最优运... 注水管网的能耗是整个注水系统的能耗中有一个重要因素,体现在管网选用的运行模式以及参数优化2个方面。通过对大量注水数据的计算与评价,发现运行模式的选择与整个注水系统中各单井的压力分布特征有密切关系,据此形成了注水系统最优运行模式的五条判别规则。根据这些规则可以确定注水系统最优运行模式的选择方法和寻优计算步骤,并给出了不同模式的数学模型及运行参数的优选方法。在此基础上开发了注水系统最优运行模式智能判别软件,软件可以根据需要修改其运行参数,变换运行模式,便捷地模拟运行各种模式状态下的能耗情况,以寻找注水管网最优运行方案。最后通过一个计算实例演示如何通过改变运行模式和参数得到了一个能耗较低的方案。此结果表明本方法可以作为大型注水管网选择最优运行模式与参数优化的有效手段。 展开更多
关键词 注水管网 最优模式判别规则 增压模式 分压模式
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面向波动可再生能源的质子交换膜电制氢系统最优压强运行
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作者 刘元 肖碧涛 +5 位作者 卢昂 刘文昕 钟治垚 方家琨 王辉 黄蕾 《电力自动化设备》 EI CSCD 北大核心 2024年第8期210-217,共8页
为提升质子交换膜电制氢系统在波动可再生能源输入下的制氢效率,提出面向最大效率的质子交换膜电制氢系统最优压强运行模式。介绍质子交换膜电制氢系统,提出基于压强控制的协调运行原理;对质子交换膜电制氢系统的压强特性和功率特性进... 为提升质子交换膜电制氢系统在波动可再生能源输入下的制氢效率,提出面向最大效率的质子交换膜电制氢系统最优压强运行模式。介绍质子交换膜电制氢系统,提出基于压强控制的协调运行原理;对质子交换膜电制氢系统的压强特性和功率特性进行建模,从而建立面向最大效率的压强优化模型。在波动电流输入算例下检验最优压强运行模式的制氢效果,结果表明,相较于恒定压强模式,最优压强运行模式下的质子交换膜电制氢系统平均制氢能耗得到有效降低,系统性能得到明显提升。 展开更多
关键词 可再生能源 质子交换膜电制氢系统 压强特性建模 最大制氢效率 最优压强运行
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GA与分层优化结合的掺水集油工艺参数优化
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作者 成庆林 谢宁 +3 位作者 孟岚 孙巍 李治东 刘悦 《天然气与石油》 2024年第3期31-39,共9页
为降低进入特高含水阶段油田的掺水集油能耗,对掺水集油工艺参数进行优化。以掺水温度、掺水量、掺水压力为外层决策变量,加热炉和掺水泵运行方案为内层决策变量,以掺水集油工艺综合能耗最低为目标函数,建立掺水集油工艺参数优化模型。... 为降低进入特高含水阶段油田的掺水集油能耗,对掺水集油工艺参数进行优化。以掺水温度、掺水量、掺水压力为外层决策变量,加热炉和掺水泵运行方案为内层决策变量,以掺水集油工艺综合能耗最低为目标函数,建立掺水集油工艺参数优化模型。提出了一种遗传算法(Genetic Algorithm,GA)与分层优化结合的求解策略,将掺水温度作为染色体上的基因,先优化个体对应加热炉和掺水泵运行方案,得到个体对应的最小集油能耗,再通过种群的不断迭代进化,得到掺水集油工艺的最优参数。研究结果表明,与优化前相比,掺水温度降低8.3℃,掺水量减少131.6 m^(3)/d,掺水压力降低0.15 MPa,集输吨液综合能耗降低13.64%,优化效果良好。研究成果可为进入特高含水阶段油田降低掺水集油能耗提供借鉴。 展开更多
关键词 集油能耗 掺水集油工艺 工艺参数 分层优化 GA
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冰期渠道防结冰曝气装置运行方式多目标智能优化
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作者 崔溦 吕鸿贤 +1 位作者 李志竑 陈阳 《水资源与水工程学报》 CSCD 北大核心 2024年第6期131-138,共8页
传统防结冰曝气装置位置相对固定,作用范围有限。为此,提出了浮动式曝气装置,该装置具备可自行移动和作用范围大的特点,但目前针对其增温效果和运行优化的研究仍较为欠缺。为提升浮动式曝气装置防结冰效果,结合神经网络和多目标优化算法... 传统防结冰曝气装置位置相对固定,作用范围有限。为此,提出了浮动式曝气装置,该装置具备可自行移动和作用范围大的特点,但目前针对其增温效果和运行优化的研究仍较为欠缺。为提升浮动式曝气装置防结冰效果,结合神经网络和多目标优化算法,构建了不同运行方式曝气增温效果智能预测模型和多目标优化模型,通过模型推演分别得出了适用于不同工况的增温强度偏向型方案、均衡型方案以及续航时间偏向型方案。结果表明:得出的优化方案与对照型相比,在防结冰曝气装置优化方面表现出不同程度的提升或降低,其中增温偏向型的增温效果相较对照型提升了79.12%,但续航时间减少了81.15%,均衡型方案在增温效果和续航时间方面均有小幅提升,续航时间偏向型方案的续航时间可提升97.35%,研究结果可用于指导防结冰曝气装置的实际运行。 展开更多
关键词 输水渠道 冰期输水 曝气 增温效果 运行方式 GA-BP神经网络 多目标优化
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“黄河水沙监测数据分析”的问题解析
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作者 吕良军 李雪婷 郝炯驹 《数学建模及其应用》 2024年第2期90-99,共10页
给出2023年“高教社杯”全国大学生数学建模竞赛E题“黄河水沙监测数据分析问题”的求解方法,从时间和空间上给出了监测的优化方案,并针对在参赛论文中学生出现的问题作了简要的说明与点评.
关键词 数据分析 监测优化 调水调沙
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