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Optimization of water-urban-agricultural-ecological land use pattern:A case study of Guanzhong Basin in the southern Loess Plateau of Shaanxi Province,China
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作者 Sai Wang Bin Wu +6 位作者 Hai-xue Li Min-min Zhao Lei Yuan Xi Wu Tao Ma Fu-cheng Li Shuang-bao Han 《China Geology》 CAS CSCD 2024年第3期480-493,共14页
Extensive land use will cause many environmental problems.It is an urgent task to improve land use efficiency and optimize land use patterns.In recent years,due to the flow decrease,the Guanzhong Basin in Shaanxi Prov... Extensive land use will cause many environmental problems.It is an urgent task to improve land use efficiency and optimize land use patterns.In recent years,due to the flow decrease,the Guanzhong Basin in Shaanxi Province is confronted with the problem of insufficient water resources reserve.Based on the Coupled Ground-Water and Surface-Water Flow Model(GSFLOW),this paper evaluates the response of water resources in the basin to changes in land use patterns,optimizes the land use pattern,improves the ecological and economic benefits,and the efficiency of various spatial development,providing a reference for ecological protection and high-quality development of the Yellow River Basin.The research shows that the land use pattern in the Guanzhong Basin should be further optimized.Under the condition of considering ecological and economic development,the percentage change of the optimum area of farmland,forest,grassland,water area,and urban area compared with the current land use area ratio is+2.3,+2.4,-6.1,+0.2,and+1.6,respectively.The economic and ecological value of land increases by14.1%and 3.1%,respectively,and the number of water resources can increase by 2.5%. 展开更多
关键词 Coupled Ground-Water and Surface-Water Flow Model(GSFLOW) Land use patterns Water resources optimization Ecological and economic benefits Coupling model Hydrological environmental engineering Guanzhong Basin Southern Loess Plateau Yellow River basin
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The Scale Benefit Analysis of Sugar Clusters in Resource-rich Area of Southweatern Guangxi——A Case of Chongzuo City
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作者 MA Chang-gang Guangxi Normal University for Nationalities,Chongzuo 532200,China 《Asian Agricultural Research》 2011年第3期15-19,共5页
Based on the scope economic theory of "resource curse" and industrial clusters,the scale of sugar cluster is calculated by the output of sugarcane and sugar while the scale benefit of sugar cluster is measur... Based on the scope economic theory of "resource curse" and industrial clusters,the scale of sugar cluster is calculated by the output of sugarcane and sugar while the scale benefit of sugar cluster is measured by the productivity(rate of sugar production),sales output ratio,industrial output value as well as profit margin.Positive analysis of the scale merit of sugar clusters in resource-rich area of southwestern Guangxi is conducted according to related statistics of Chongzuo City.And the primary problems of sugar clusters are pointed out.The profit created by sugar for the sugar industry in Chongzuo City has already been near capacity.The sugar industry is big but not strong.With much governmental interfernce,there is no effective connections and inadequte competitive forces among subjects of the clusters.The extention of industrial chain is limited.Therefore,measures for developing sugar clusters in resource-rich area of southwestern Guangxi are proposed.Industrial structure is to be adjusted to improve the sugarcane cultivation techniques.The industrial chain should be extended to increase the economic benefits of sugar industry.Industrial support is to be strengthened and capital output for sicence and technology increased.Price regualtion fund of grain sugar is to be established with coordination with the superior region.The transformation from savings to investment should be quickened to evade "resource curse". 展开更多
关键词 RESOURCE-RICH sugar CLUSTERS Scale ECONOMY benefit
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Coordinated optimal allocation of water resources and industrial structure in the Beijing-Tianjin-Hebei regions of China
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作者 Dan Wu Mengyao Liu 《Chinese Journal of Population,Resources and Environment》 2022年第4期392-401,共10页
Optimizing the allocation of water resources is critical for promoting the optimization and upgrading of industrial structure and coordinated development in the Beijing-Tianjin-Hebei regions of China.Based on specific... Optimizing the allocation of water resources is critical for promoting the optimization and upgrading of industrial structure and coordinated development in the Beijing-Tianjin-Hebei regions of China.Based on specific regional and water conditions,to strengthen the constraints on water resources,the“three-step”adaptive management approach of“scheme design-scheme diagnosis-scheme optimization”of water resource allocation are adopted to facilitate the coordinated optimal allocation of water resources and industrial structure in the Beijing-Tianjin-Hebei regions.First,from the level of overall industry,a water resource allocation scheme for the regions is designed by applying the master-slave hierarchical mode and a bi-level optimal model to determine the ideal amount of water resource allocation for the regions and respective industries.Second,the diagnostic criteria of spatial balance,structural matching,and coordinated development are constructed to determine the rationality of the water resource allocation scheme.Then a benefit compensation function with water market transactions is developed,to adaptively adjust the water resource allocation scheme.Finally,the optimization and upgrading of industrial structure are promoted to improve water consumption efficiency and the coordinated development of the Beijing-Tianjin-Hebei regions.The study can provide reference for the Beijing-Tianjin-Hebei regions to realize the comprehensive optimal allocation of water resources in the regions and improve the adaptability of water resources and industrial structure optimization. 展开更多
关键词 Water resources Industrial structure Bi-level optimal allocation model Diagnostic criteria benefit compensation
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Influential Factors on Economic Benefit of Rice Farmers 被引量:2
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作者 齐振宏 綦校海 +1 位作者 王磊 陈庆根 《Agricultural Science & Technology》 CAS 2012年第2期460-467,共8页
[Objective] This study was to provide references for the improvement of agricultural economic benefit by analyzing the main factors on influencing the economic benefit of rice farmer. [Method] Field survey was carried... [Objective] This study was to provide references for the improvement of agricultural economic benefit by analyzing the main factors on influencing the economic benefit of rice farmer. [Method] Field survey was carried out on 300 rice farmers in Suizhou, Wuxue and Xiaogan of Hubei Province. Through the descriptive statistics to the production input and output data of the sample farmers, the econometric model was established to conduct empirical test on the economic benefit of rice farmer and the influential factors. The optimal production scale for rice farmer was also estimated, and through the theoretical and empirical analysis of the optimal production scale, countermeasures were put forward with the aim to promote economic benefit of rice farmer. [Result] The application of fertilizer affected the economic benefit most, followed by the planting area; food policy, farming population and average economic income per capita had significant effects on the economic benefit of rice production; economic benefit was beneficial for cost control. [Conclusion] This study had great practical and instructive significance for stabilizing national food production, ensuring regional and national food safety. 展开更多
关键词 Economic benefit Rice farmers Influential factor optimal planting scale
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An optimal flow rate allocation model of the oilfield treated oil pipeline network
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作者 Hai Li Tianyou Fan +7 位作者 Kun Wang Xueyuan Long Yu He Meng Wang Wen Cheng Qian Huang Huirong Huang Weichao Yu 《Petroleum》 EI CSCD 2024年第1期93-100,共8页
Oilfield treated oil pipeline network is the link connecting the upstream oilfields and the downstream refineries.Due to the differences in operating costs and transportation fee between different pipelines and the fl... Oilfield treated oil pipeline network is the link connecting the upstream oilfields and the downstream refineries.Due to the differences in operating costs and transportation fee between different pipelines and the fluctuation in the demand and sales prices of the treated oil,there is an optimal flow allocation plan for the pipeline network to make the oilfield company obtain the highest social and economic benefit.In this study,a mixed integer nonlinear programming(MINLP)model is developed to determine the optimal flow rate allocation plan of the large-scale and complex treated oil pipeline network,and both the social and economic benefits are considered simultaneously.The optimization objective is the multi-objective which includes the largest user satisfaction and the highest economic benefit.The model constraints include the oilfield production capacity,refinery demand,pipeline transmission capacity,flow,pressure,and temperature of the node and station,and the pipeline hydraulic and thermal calculations.Python 3.7 is utilized for the programming of the off-line calculation procedure and the MINLP model,and GUROBI 9.0.2 is served as the MINLP solver.Moreover,the model is applied to a real treated oil pipeline network located in China,and three optimization scenarios are analyzed.For social benefit,the values of the user satisfaction of each refinery and the total network are 1 before and after optimization for scenarios 1,2,and 3.For economic benefit,the annual revenue can be increased by 0.227,0.293,and 0.548 billion yuan after the optimization in scenario 1,2,and 3,respectively. 展开更多
关键词 Treated oil pipeline network Flow rate allocation optimal User satisfaction Economic benefit
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Vertical handoff algorithm in heterogeneous networks to maximize system benefit 被引量:1
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作者 Xie Shengdong Wu Meng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第5期1124-1131,共8页
A new vertical handoff decision algorithm is proposed to maximize the system benefit in heterogeneous wireless networks which comprise cellular networks and wireless local area networks (WLANs). Firstly the block pr... A new vertical handoff decision algorithm is proposed to maximize the system benefit in heterogeneous wireless networks which comprise cellular networks and wireless local area networks (WLANs). Firstly the block probability, the drop probability and the number of users in the heterogeneous networks are calculated in the channel-guard call admission method, and a function of the system benefit which is based on the new call arrival rate and the handoff call arrival rate is proposed. Then the optimal radius of WLAN is obtained by using simulation annealing (SA) method to maximize the benefit. All the nodes should handoff from cellular network to WLAN if they enter WLAN's scope and handoff from WLAN to cellular network if they leave the scope. Finally, the algorithm in different new call arrival rates and handoff call arrival rates is analyzed and results show that it can achieve good effects. 展开更多
关键词 heterogeneous wireless networks vertical handoff system benefit simulated annealing optimization.
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Recycled Aggregate Pervious Concrete: Analysis of Influence of Water-Cement Ratio and Fly Ash under Single Action and Optimal Design of Mix Proportion 被引量:1
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作者 Shoukai Chen Chunpeng Xing +3 位作者 Mengdie Zhao Junfeng Zhang Lunyan Wang Qidong He 《Journal of Renewable Materials》 SCIE EI 2022年第3期799-819,共21页
Pervious concrete is recommended,which is of great benefit to the ecological environment and human living environment.In this paper,the influences of five water-cement ratios and four fly ash contents to replace the c... Pervious concrete is recommended,which is of great benefit to the ecological environment and human living environment.In this paper,the influences of five water-cement ratios and four fly ash contents to replace the cement by mass with a water-cement ratio of 0.30 on the properties of Recycled Aggregate Pervious Concrete(RAPC)were studied.Following this,based on the Grey relational-Technique for Order Preference by Similarity to an Ideal Solution(TOPSIS)optimization method,the strength,permeability,abrasion loss rate,and material costs of RAPC were adopted as evaluation indices to establish a mix proportion optimization model.The results show that the increase of water-cement ratio and fly ash replacement level of RAPC leads to decreased compres-sive strength while an increase in the permeability and abrasion loss rate.According to test results based on the optimal model 0.30 was identified as the best mix proportion.In addition,ecological-economic analysis of RAPC raw materials was carried out by comparing different natural aggregates.The results of EE(embodied energy)and ECO 2e(embodied CO_(2) emission)pointed out that the combination of recycled aggregate and fly ash leads to sig-nificant ecological and economic benefits. 展开更多
关键词 Recycled aggregate pervious concrete(RAPC) fly ash optimal model strength and permeability ecological and economic benefits
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Design on rural eco-house in cold areas of Northern China
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作者 赵华 王葳 金虹 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2006年第2期160-163,共4页
Many kinds of factors that influence rural housing construction in Northern China are analyzed systematically and the connections between them are weighed from ecology and sustainable angles, so that an optimized gree... Many kinds of factors that influence rural housing construction in Northern China are analyzed systematically and the connections between them are weighed from ecology and sustainable angles, so that an optimized green house can be built. At the same time, the energy efficient envelope structure and the method of choosing insulation material in the cost of unit thermal resistance are proposed. Integrated quality evaluation by computer shows that thermal comfort in the house would be improved remarkably for the value of PPD drops from 35%-40% to 15%, the rate of saving energy is 51.73%, much higher than the third goal of saving energy in China, and the comprehensive ecological benefit achieves good effect so as to promote the sustainable development of rural housing and community in cold areas of Northern China. 展开更多
关键词 green rural houses thermal comfort energy conservation optimization design energy efficient envelope structure ecological benefit
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Quantum particle swarm optimization for micro-grid system with consideration of consumer satisfaction and benefit of generation side
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作者 LU Xiaojuan CAO Kai GAO Yunbo 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2021年第1期83-92,共10页
Considering comprehensive benefit of micro-grid system and consumers,we establish a mathematical model with the goal of the maximum consumer satisfaction and the maximum benefit of power generation side in the view of... Considering comprehensive benefit of micro-grid system and consumers,we establish a mathematical model with the goal of the maximum consumer satisfaction and the maximum benefit of power generation side in the view of energy management.An improved multi-objective local mutation adaptive quantum particle swarm optimization(MO-LM-AQPSO)algorithm is adopted to obtain the Pareto frontier of consumer satisfaction and the benefit of power generation side.The optimal solution of the non-dominant solution is selected with introducing the power shortage and power loss to maximize the benefit of power generation side,and its reasonableness is verified by numerical simulation.Then,translational load and time-of-use electricity price incentive mechanism are considered and reasonable peak-valley price ratio is adopted to guide users to actively participate in demand response.The simulation results show that the reasonable incentive mechanism increases the benefit of power generation side and improves the consumer satisfaction.Also the mechanism maximizes the utilization of renewable energy and effectively reduces the operation cost of the battery. 展开更多
关键词 micro-grid system consumer satisfaction benefit of power generation side time-of-use electricity price multi-objective local mutation adaptive quantum particle swarm optimization(MO-LM-AQPSO)
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Research on the capital structural optimization based on the coexistence condition of company's income tax and individual income tax
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作者 TAO Ping LI Wen-hua 《Journal of Modern Accounting and Auditing》 2008年第4期49-54,共6页
Capital structure denotes enterprises' form and proportion relation of various long-term funds source. The capital structure is the combination problem of the long-term funds about enterprise development and it is th... Capital structure denotes enterprises' form and proportion relation of various long-term funds source. The capital structure is the combination problem of the long-term funds about enterprise development and it is the quantity and proportion between every fund form. This paper analyzes the various factors which affect capital structural decision-making, and introduces capital structural optimization theory of the shelter benefit of tax revenue and bankruptcy cost balance. It studies the method and the evaluation criterion of capital structural optimization. And it constructs capital structural optimization model of coexistence condition of company's income tax and individual income tax. This will be very helpful for the rationality of enterprise capital structure. 展开更多
关键词 capital structure capital structural optimization income tax shelter benefit of tax revenue
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碳减排“时-空-效-益”统筹理论:IV.收益统筹 被引量:2
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作者 魏一鸣 易琛 +2 位作者 袁潇晨 陈炜明 余碧莹 《北京理工大学学报(社会科学版)》 CSSCI 北大核心 2024年第5期39-49,共11页
面对巨大的气候变化损害以及高额的减排行动成本,如何在多时期、多主体框架下统筹经济发展与减排行动,协同推进发展与减排,成为全球气候治理中的关键议题。作为碳减排“时-空-效-益”统筹理论系列论文的组成部分,构建了收益统筹理论。... 面对巨大的气候变化损害以及高额的减排行动成本,如何在多时期、多主体框架下统筹经济发展与减排行动,协同推进发展与减排,成为全球气候治理中的关键议题。作为碳减排“时-空-效-益”统筹理论系列论文的组成部分,构建了收益统筹理论。该理论在综合集成时间统筹、空间统筹、效率统筹相关理论与方法基础上,以最优经济增长为核心,将碳排放问题引入长期宏观经济分析中,深入探析经济发展与减排行动二者间的复杂关系,构建了经济-气候双向耦合的中国气候变化综合评估模型,并设计了多区跨期优化福利函数,实现发展与减排的统筹。基于碳减排“时-空-效-益”统筹理论,应用中国气候变化综合评估模型C3IAM,明确了未来全球及各区域最优减排路径,并提出了各国及国家内部减排任务分配方案,科学回答了碳减排系统工程的减多少、何时减、谁来减、如何减、何效果等关键问题,为统筹发展与减排提供方法基础。 展开更多
关键词 碳减排 收益统筹 气候经济建模 成本收益分析 跨期优化
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ABS无磷、无糖接枝聚合反应过程优化研究
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作者 姜山 刘姜 +3 位作者 李国锋 陆书来 张辉 张馨元 《塑料工业》 CAS CSCD 北大核心 2024年第5期56-62,139,共8页
丙烯腈-丁二烯-苯乙烯三元共聚物(ABS)接枝聚合使用由甲醛次硫酸钠(SFS)、乙二胺四乙酸四钠(EDTA-4Na)和硫酸亚铁(FES)组成的还原剂时,氧化剂、还原剂以及接枝单体的不同加入方式对反应速率和接枝过程都有较大影响。采用“预补/全程连... 丙烯腈-丁二烯-苯乙烯三元共聚物(ABS)接枝聚合使用由甲醛次硫酸钠(SFS)、乙二胺四乙酸四钠(EDTA-4Na)和硫酸亚铁(FES)组成的还原剂时,氧化剂、还原剂以及接枝单体的不同加入方式对反应速率和接枝过程都有较大影响。采用“预补/全程连续”方式加入还原剂,连续滴加方式加入氧化剂和接枝单体,能够实现对整个反应阶段引发剂分解产生自由基的速率的精准调控,改善接枝效果,提升粉料的增韧效率。 展开更多
关键词 丙烯腈-丁二烯-苯乙烯三元共聚物 接枝聚合 氧化-还原引发体系 无磷 无糖 反应过程优化
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近废型稠油油藏火驱效益开发新思路
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作者 郑懿琼 张涛 +2 位作者 刘海英 阮聪慧 邹帅 《油气藏评价与开发》 CSCD 北大核心 2024年第3期504-509,518,共7页
近废型稠油油藏难以通过常规开发方式有效动用剩余储量,火驱技术为此类油藏进一步提高采收率提供方向。现阶段,火驱技术已趋于成熟,但由于成本投入大、经济性差,火驱技术的推广应用面临困境。通过引入量本利分析法中的盈亏平衡模型和敏... 近废型稠油油藏难以通过常规开发方式有效动用剩余储量,火驱技术为此类油藏进一步提高采收率提供方向。现阶段,火驱技术已趋于成熟,但由于成本投入大、经济性差,火驱技术的推广应用面临困境。通过引入量本利分析法中的盈亏平衡模型和敏感性分析,从多维度的经营视角,揭示不同油价年产油量和成本的平衡关系,明确影响火驱经济性的关键指标,进而推动生产运行优化和决策效能提升。研究结果表明,由于储层前后认识差距大,投入力度大于产出力度,同时管控方向不明确,导致火驱成本有效性低,持续开发经营风险认识不足,影响油藏开发投入决策。研究结果为火驱的经营效益提升指明方向,也为近废型稠油油藏效益开发提供管理新思路。 展开更多
关键词 近废型稠油油藏 火驱技术 效益提升 量本利分析法 决策优化
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CEV模型下目标收益型养老金的最优投资和支付策略
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作者 叶传秀 石媛 赵永霞 《曲阜师范大学学报(自然科学版)》 CAS 2024年第2期73-82,共10页
该文研究了目标收益计划下养老金的最优投资策略和支付策略.养老金的支付取决于计划的财务状况,且风险由不同代人分担.养老基金可以投资于无风险资产和风险资产,其中风险资产价格由几何布朗运动模型推广为常方差弹性(CEV)模型来驱动.以... 该文研究了目标收益计划下养老金的最优投资策略和支付策略.养老金的支付取决于计划的财务状况,且风险由不同代人分担.养老基金可以投资于无风险资产和风险资产,其中风险资产价格由几何布朗运动模型推广为常方差弹性(CEV)模型来驱动.以最小化收益风险和福利风险的组合为目标,利用动态规划原理和HJB方程,推导出了最优投资策略和最优福利调整的闭型解.最后,数值实例分析了模型参数对控制问题的影响. 展开更多
关键词 目标收益计划 最优投资 CEV模型 代际风险分担
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考虑需求响应和共享储能的微网联盟两阶段优化调度
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作者 张金良 王朝阳 郝宇 《智慧电力》 北大核心 2024年第7期48-55,共8页
随着共享储能的推广,能源信息的流动与共享得到进一步发展,为促进能源管理和提升利用效率,提出一种基于共享储能和需求响应的微网联盟两阶段优化调度策略。首先,建立多微网联盟-共享储能系统运行框架,并基于综合贡献度对微网利益分配过... 随着共享储能的推广,能源信息的流动与共享得到进一步发展,为促进能源管理和提升利用效率,提出一种基于共享储能和需求响应的微网联盟两阶段优化调度策略。首先,建立多微网联盟-共享储能系统运行框架,并基于综合贡献度对微网利益分配过程进行建模;其次,建立两阶段优化调度模型,第一阶段以多微网联盟-共享储能系统净收益最大为目标,第二阶段考虑用户的需求响应,求解耗能用户的最低购能费用;再次,利用求解器对两阶段模型分别进行求解,得到多微网系统的分时能源价格、各微网设备的运行状态、需求响应后负荷和各微网利益;最后,设置4个方案作为算例,验证所提优化策略在提高各微网收益和激励用户需求响应的有效性。 展开更多
关键词 共享储能 综合需求响应 微网联盟 优化调度 利益分配
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“双碳”背景下林纸绿色供应链利益分配优化模型及应用研究 被引量:1
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作者 岳庆如 宋鑫鑫 《现代工业经济和信息化》 2024年第2期36-39,42,共5页
在“双碳”发展背景下,考虑核心竞争能力、主观投入水平、客观贡献程度、生态绩效贡献度、风险承担强度等影响因素,构建优化夏普利值法模型,应用算例并结果分析,从研究结果可知,在林纸绿色供应链发展及利益分配过程中,首先要认识到影响... 在“双碳”发展背景下,考虑核心竞争能力、主观投入水平、客观贡献程度、生态绩效贡献度、风险承担强度等影响因素,构建优化夏普利值法模型,应用算例并结果分析,从研究结果可知,在林纸绿色供应链发展及利益分配过程中,首先要认识到影响因素对林纸绿色供应链的发展及利益分配的重要性。其次,要始终将绿色化贯穿林纸绿色供应链整个发展过程,充分体现林纸绿色供应链发展与“双碳”发展的目标一致性。 展开更多
关键词 “双碳” 林纸绿色供应链 利益分配优化模型 应用
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甜菜制糖生产零取水零排放优化技术研究
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作者 张延明 马泽 《现代食品》 2024年第12期95-97,共3页
随着甜菜制糖工艺的不断发展,我国制糖效率得到大幅度提高,通过生产用水技术改造与优化,将传统使用新鲜水的用水单元全部用“冷却循环水”“上清液”和“中水”替代,实现“分质供水、一水多用、梯级使用、中水回用”。依托糖厂原有设备... 随着甜菜制糖工艺的不断发展,我国制糖效率得到大幅度提高,通过生产用水技术改造与优化,将传统使用新鲜水的用水单元全部用“冷却循环水”“上清液”和“中水”替代,实现“分质供水、一水多用、梯级使用、中水回用”。依托糖厂原有设备,新增建设竖流沉降池,在辐流沉淀池底排泥汁中加入絮凝剂,二次沉降后,“上清液”返回清水池,再利用脱泥板框进行压滤、滤液返回清水池的方式实现循环用水的再利用。通过这一改造,实现吨糖生产新鲜水用量降低到2.5 m^(3)·t^(-1)糖以下,实现制糖生产节能减排、低碳环保的目标。 展开更多
关键词 甜菜制糖生产 设备改造 优化技术
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“双碳”目标下国有炼化企业管理效益审计优化研究
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作者 孙仁金 官栋 胡启迪 《国际石油经济》 2024年第4期92-98,共7页
碳达峰、碳中和目标提出后,国有炼化企业的审计工作被赋予了“绿色环保+管理效益”的全新定位。国有炼化企业管理效益审计存在未包含“双碳”相关指标、业务单元与审计责任边界亟需厘清、业务绩效与审计监督结合有待深化、管理效益审计... 碳达峰、碳中和目标提出后,国有炼化企业的审计工作被赋予了“绿色环保+管理效益”的全新定位。国有炼化企业管理效益审计存在未包含“双碳”相关指标、业务单元与审计责任边界亟需厘清、业务绩效与审计监督结合有待深化、管理效益审计人员认识有待提高等问题。提出了形成低碳发展的审计理念和制度体系,构建节能减排、控碳的绿色发展指标体系,优化碳排放核算、定额和计量标准,完善审计报告发布和披露内容等对策建议。 展开更多
关键词 “双碳”目标 管理效益审计 审计优化 国有炼化企业
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基于LSTM-CGAN的多微网数据驱动分布鲁棒协同优化运行策略
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作者 李虹 韩雨萌 《电力系统保护与控制》 EI CSCD 北大核心 2024年第18期133-148,共16页
新能源的强烈不确定性给多微网协同运行带来了可靠性和安全性的巨大挑战。为此,提出一种基于长短期记忆(long short-term memory, LSTM)网络和条件生成对抗网络(conditional generative adversarial networks, CGAN)的多微网数据驱动两... 新能源的强烈不确定性给多微网协同运行带来了可靠性和安全性的巨大挑战。为此,提出一种基于长短期记忆(long short-term memory, LSTM)网络和条件生成对抗网络(conditional generative adversarial networks, CGAN)的多微网数据驱动两阶段分布鲁棒协同优化调度模型。首先,为更准确地描述新能源的不确定性,该模型以LSTM-CGAN生成和K-means++聚类算法削减得到的场景集作为分布鲁棒优化集合的初始新能源场景。其中CGAN网络模型使用Wasserstein距离作为判别器损失函数,以新能源日前预测值作为生成对抗网络的条件变量,并采用LSTM构建生成器和判别器。其次,提出一种基于多能点对点交易贡献率的利益分配方法,以实现合作收益的公平分配。然后,为保护各主体隐私并提高求解效率,提出一种耦合可并行计算列与约束生成(columnand constraint generation, C&CG)的交替方向乘子法(alternating direction multiplier method, ADMM)进行求解能量交易问题。算例结果表明,所提场景驱动方法生成的场景集能更准确、更有效地描述新能源的不确定性,能兼顾系统的鲁棒性、经济性和隐私性,并实现每个主体公平合理的利益分配。 展开更多
关键词 多微网 分布鲁棒优化 合作收益 长短期记忆网络 条件生成对抗网络
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黄河中下游水资源多目标利益对古贤水库运行的响应 被引量:1
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作者 金文婷 王义民 +1 位作者 畅建霞 王学斌 《水利水电科技进展》 CSCD 北大核心 2024年第1期52-59,共8页
为量化未来古贤水库参与黄河中下游梯级水库群联合运行对供水、发电、调水调沙、生态多目标关键利益及非关键利益的影响,设置2030水平年有古贤水库及无古贤水库两种情景,基于梯级水库群多目标协同优化调度理论构建黄河中下游梯级水库群... 为量化未来古贤水库参与黄河中下游梯级水库群联合运行对供水、发电、调水调沙、生态多目标关键利益及非关键利益的影响,设置2030水平年有古贤水库及无古贤水库两种情景,基于梯级水库群多目标协同优化调度理论构建黄河中下游梯级水库群多目标协同优化调度模型,通过求解模型分析了径流减少及未来综合需水增加的背景下,黄河中下游多目标利益对古贤水库参与联合运行的响应关系。结果表明:与无古贤水库情景相比,有古贤水库情景下水库群调度系统总协同度略微增加,供水与发电子系统有序度有所增加,农业关键期、非关键期多年平均缺水量减少,水库群多年平均发电量增加;除调沙频率略微下降外,有古贤水库情景下输沙、生态目标关键利益及非关键利益均有所提升。 展开更多
关键词 梯级水库群 协同优化调度 多目标利益 粒子群算法 黄河流域 古贤水库
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