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Characteristics of spatial association and driving factors of power battery supply network space for new energy vehicles in China
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作者 SUN Ruifen HUANG Sirui +2 位作者 XIE Fengjie SHAO Yang ZHOU Xueyan 《Journal of Geographical Sciences》 2025年第2期432-452,共21页
An appropriate spatial structure of a power battery supply network is crucial for the specialization and scale development of key components in new energy vehicles, accelerating the transformation and upgrade of the i... An appropriate spatial structure of a power battery supply network is crucial for the specialization and scale development of key components in new energy vehicles, accelerating the transformation and upgrade of the industry. This paper investigates the cooperative relationships among supply chain enterprises from the perspective of complex networks.Employing methodologies such as the gravity model and Moran's I analysis, it explores the spatial structural characteristics and correlation patterns of the power battery supply network in China and discusses the influencing factors using the quadratic assignment procedure,revealing the mechanisms behind the differences in the spatial distributions of the power battery supply network. The results indicate that the distribution of power battery enterprises is densely concentrated in the eastern and southern regions, whereas the western region has a sparse distribution. The spatial supply network consists of a four-tier linkage system, encompassing 135 prefecture-level cities, with Chongqing, Shanghai, Nanjing, and other cities particularly prominent. Overall, the degree of agglomeration is low, with coastal cities dominating the landscape and inland cities serving as complementary regions. Most areas are characterized as insignificant or low-high regions, and the regional linkage effect of core cities is not pronounced. There is a notable lack of significance and high spatial heterogeneity.Four types of factors—spatial factors, market factors, agglomeration economies, and innovation levels—jointly influence and shape the spatial structure of the power battery supply network. 展开更多
关键词 power battery supply network spatial structure gravity modeling quadratic assignment procedure
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MODIFIED INERTIAL SUBGRADIENT EXTRAGRADIENT METHODS FOR SOLVING A SUPPLY CHAIN NETWORK EQUILIBRIUM MODEL
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作者 Zhuang SHAN 《Acta Mathematica Scientia》 2025年第3期1223-1234,共12页
Using a modified subgradient extragradient algorithm, this paper proposed a novel approach to solving a supply chain network equilibrium model. The method extends the scope of optimisation and improves the accuracy at... Using a modified subgradient extragradient algorithm, this paper proposed a novel approach to solving a supply chain network equilibrium model. The method extends the scope of optimisation and improves the accuracy at each iteration by incorporating adaptive parameter selection and a more general subgradient projection operator. The advantages of the proposed method are highlighted by the proof of strong convergence presented in the paper. Several concrete examples are given to demonstrate the effectiveness of the algorithm, with comparisons illustrating its superior CPU running time compared to alternative techniques. The practical applicability of the algorithm is also demonstrated by applying it to a realistic supply chain network model. 展开更多
关键词 supply chain network equilibrium model subgradient extragradient algorithm Tseng method variational inequalities strong convergence
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Reliability supply chain network design model for perishable products 被引量:1
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作者 于海生 赵林度 《Journal of Southeast University(English Edition)》 EI CAS 2007年第S1期94-98,共5页
The classical supply chain network(SCN)design problem is extended,where the candidate facilities are subject to failure and the products are prone to elapsed time deteriorion.First,the reliable SCN design problem is d... The classical supply chain network(SCN)design problem is extended,where the candidate facilities are subject to failure and the products are prone to elapsed time deteriorion.First,the reliable SCN design problem is defined by introducing the probability that a facility may be prone to inactivity based on the analysis of perishable product characteristics.The perishable product SCN design problem is formulated as a 0-1 integer programming model.The objective is to minimize the weighted sum of the operating cost(the fixed plus transportation cost)and the expected failure cost.And then,the perishable product SCN design model is discussed and solved using the genetic algorithm(GA).The results show how to generate the tradeoff curve between the operating costs and the expected failure costs.And these tradeoff curves demonstrate empirically that substantial improvements in reliability are often possible with minimal increase in the operating costs. 展开更多
关键词 supply chain network perishable product network design RELIABILITY
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Functionality analysis of an urban water supply network after strong earthquakes 被引量:4
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作者 Li Jichao Shang Qingxue +2 位作者 Hou Guanjie Li Quanwang Wang Tao 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2021年第2期291-302,共12页
An urban water supply network(WSN)is a crucial lifeline system that helps to maintain the normal functioning of modern society.However,the hydraulic analysis of a significantly damaged WSN that suffers from pipe break... An urban water supply network(WSN)is a crucial lifeline system that helps to maintain the normal functioning of modern society.However,the hydraulic analysis of a significantly damaged WSN that suffers from pipe breaks or leaks remains challenging.In this paper,a probability-based framework is proposed to assess the functionality of WSNs in the aftermath of powerful earthquakes.The serviceability of the WSN is quantified by using a comprehensive index that considers nodal water flow and nodal pressure.This index includes a coefficient that reflects the relative importance of these two parameters.The demand reduction(DR)method,which reduces the water flow of nodes while preventing the negative pressure of nodes,is proposed.The difference between the negative pressure elimination(NPE)method and the DR method is discussed by using the example of a WSN in a medium-sized city in China.The functionality values of the WSN are 0.76 and 0.99 when nodal pressure and nodal demands are used respectively as the index of system serviceability at an intensity level that would pertain to an earthquake considered to occur at a maximum level.When the intensity of ground motion is as high as 0.4 g,the DR method requires fewer samples than the NPE method to obtain accurate results.The NPE method eliminates most of the pipes,which may be unrealistic. 展开更多
关键词 water supply network system serviceability hydraulic analysis negative pressure elimination benchmark city
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Serviceability evaluation of water supply networks under seismic loads utilizing their operational physical mechanism 被引量:4
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作者 Miao Huiquan Li Jie 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2022年第1期283-296,共14页
The serviceability of water supply networks(WSNs)under seismic loads has significant importance for estimating the probable losses and the impact of diminished functionality on affected communities.The innovation pres... The serviceability of water supply networks(WSNs)under seismic loads has significant importance for estimating the probable losses and the impact of diminished functionality on affected communities.The innovation presented in this paper is suggesting a new strategy to evaluate the seismic serviceability of WSNs,utilizing their operational physical mechanism.On one hand,this method can obtain the seismic serviceability of each node as well as entire WSNs.On the other hand,this method can dynamically reflect the propagation of randomness from ground motions to WSNs.First,a finite element model is established to capture the seismic response of buried pipe networks,and a leakage model is suggested to obtain the leakage area of WSNs.Second,the transient flow analysis of WSNs with or without leakage is derived to obtain dynamic water flow and pressure.Third,the seismic serviceability of WSNs is analyzed based on the probability density evolution method(PDEM).Finally,the seismic serviceability of a real WSN in Mianzhu city is assessed to illustrate the method.The case study shows that randomness from the ground motions can obviously affect the leakage state and the probability density of the nodal head during earthquakes. 展开更多
关键词 water supply networks seismic serviceability nodal water pressure stochastic ground motions probability density evolution method
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Multi-objective optimization of water supply network rehabilitation with non-dominated sorting Genetic Algorithm-II 被引量:3
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作者 Xi JIN Jie ZHANG +1 位作者 Jin-liang GAO Wen-yan WU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第3期391-400,共10页
Through the transformation of hydraulic constraints into the objective functions associated with a water supply network rehabilitation problem, a non-dominated sorting Genetic Algorithm-II (NSGA-II) can be used to sol... Through the transformation of hydraulic constraints into the objective functions associated with a water supply network rehabilitation problem, a non-dominated sorting Genetic Algorithm-II (NSGA-II) can be used to solve the altered multi-objective optimization model. The introduction of NSGA-II into water supply network optimal rehabilitation problem solves the conflict between one fitness value of standard genetic algorithm (SGA) and multi-objectives of rehabilitation problem. And the uncertainties brought by using weight coefficients or punish functions in conventional methods are controlled. And also by in-troduction of artificial inducement mutation (AIM) operation, the convergence speed of population is accelerated;this operation not only improves the convergence speed, but also improves the rationality and feasibility of solutions. 展开更多
关键词 Water supply system Water supply network Optimal rehabilitation MULTI-OBJECTIVE Non-dominated sorting Ge-netic Algorithm (NSGA)
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Supply Chain Network Equilibrium with Revenue Sharing Contract under Demand Disruptions 被引量:4
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作者 A-Ting Yang Lin-Du Zhao 《International Journal of Automation and computing》 EI 2011年第2期177-184,共8页
Contract is a common and effective mechanism for supply chain coordination,which has been studied extensively in recent years.For a supply chain network model,contracts can be used to coordinate it because it is too i... Contract is a common and effective mechanism for supply chain coordination,which has been studied extensively in recent years.For a supply chain network model,contracts can be used to coordinate it because it is too ideal to obtain the network equilibrium state in practical market competition.In order to achieve equilibrium,we introduce revenue sharing contract into a supply chain network equilibrium model with random demand in this paper.Then,we investigate the influence on this network equilibrium state from demand disruptions caused by unexpected emergencies.When demand disruptions happen,the supply chain network equilibrium state will be broken and change to a new one,so the decision makers need to adjust the contract parameters to achieve the new coordinated state through bargaining.Finally,a numerical example with a sudden demand increase as a result of emergent event is provided for illustrative purposes. 展开更多
关键词 supply chain network EQUILIBRIUM revenue sharing contract demand disruptions coordination.
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Supply chain network equilibrium model with capacity constraints
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作者 刘宁 周晶 《Journal of Southeast University(English Edition)》 EI CAS 2007年第S1期83-88,共6页
The supply chain network with capacity constraints of manufacturers and retailers is considered.The linkage between supply chain network equilibrium and transportation network equilibrium is investigated.By analyzing ... The supply chain network with capacity constraints of manufacturers and retailers is considered.The linkage between supply chain network equilibrium and transportation network equilibrium is investigated.By analyzing the relationships among the manufacturers,retailers and consumers in the supply chain network and their own decisions concerning maximum profits,a combined variational inequality for the supply chain network equilibrium mode is proposed.Then an equivalent supernetwork of the supply chain network is constructed by adding additional links which denote the producing of manufactures and the handling of retailers.By the supernetwork,the supply chain network equilibrium model can be reformulated as a transportation network equilibrium model.Equivalent mathematical programming is,therefore,obtained based on the principle of a Wardrop user equilibrium.The corresponding Lagrange multiplier of the capacity constraints can be explained as the extra cost of marginal production when capacity is exceeded.A numerical example is given to illustrate the rationality of the model and the validity of the results. 展开更多
关键词 supply chain networks SUPERnetwork Wardrop user equilibrium
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Closed-loop supply chain network equilibrium strategy model with environmental protection objectives 被引量:1
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作者 Yang Liu Guitao Zhang 《Chinese Journal of Population,Resources and Environment》 2020年第3期251-261,共11页
With the increasing popularity of ecological civilization and sustainable development,enterprises should consider environmental protection measures in their operations in addition to pursue their economic interests.Th... With the increasing popularity of ecological civilization and sustainable development,enterprises should consider environmental protection measures in their operations in addition to pursue their economic interests.This paper establsihes a closed-loop supply chain network model composed of multiple suppliers,manufacturers,retailers,recyclers,and demand markets—regarding their dual goals of the profit maximization and the minimization of carbon emissions.The conditions necessary for establishing overall equilibrium and an equilibrium model of the entire closed-loop supply chain network are determined by applying variational inequality and dual theory.A modified projection contraction algorithm is used to design a model-solving program.Finally,using numerical examples,the paper conducts a comparative static analysis on important parameters such as the weight coefficients of environmental protection objectives and consumers'awareness of low-carbon environmental protection and attains some beneficial enlightenment on management.The results indicate that when the environmental protection objectives of a certain type of enterprise increases,both the economic benefits and environmental protection performance will improve;when the environmental protection objectives of all enterprises increases simultaneously,environmental protection performance improves significantly,but the changes in economic benefits of different enterprises are inconsistent and profit coordination is more complex.Although consumers’awareness of low-carbon preference could improve environmental performance,it reduces the overall profits of network members and the entire closed-loop supply chain network as a whole.The above conclusions can be used as a reference for the government in designing low-carbon environmental protection policy and in closed-loop supply chain research. 展开更多
关键词 Closed-loop supply chain network Environmental protection objectives Nash equilibrium Multi-objective decision-making Environmental protection awareness of consumers
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Strategy Selection of Production Technical Standards in a Manufacturing Supply Chain Network: The Role of Partnership Density
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作者 ZHANG Huiying LI Zhendong 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2017年第6期517-522,共6页
This paper presents the game of production technical standards between downstream and upstream suppliers on a manufacturing supply chain network when the two parties have different partnership densities, namely, the n... This paper presents the game of production technical standards between downstream and upstream suppliers on a manufacturing supply chain network when the two parties have different partnership densities, namely, the numbers of replaceable and mature manufacturing partners. We firstly constructed a manufacturing chain network and analyzed its three relationship structures among suppliers with the presence of different relationship densities, and found that all the three relationships brought about the game of production technical standards between partnership-rich and partnership-scanty suppliers. Then we built a two-party payoff matrix, and analyzed the two-party game and evolutionary stable strategy, based on replication dynamic equation and asymmetric evolutionary game theory. The evolutionary stable strategies of two parties under varying payoff parameters were validated through numerical simulation. Finally, we proposed some suggestions for both those manufacturers with more partners and fewer partners, respectively. 展开更多
关键词 production technical standard asymmetric game partnership density manufacturing supply chain network
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Analytic Hierarchy Process(AHP)to Optimize the Service in a Water Supply Network
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作者 Jesús Rubén Sánchez Navarro Carmen Julia Navarro Gómez +1 位作者 David Humberto Sánchez Navarro Eduardo Herrera Peraza 《材料科学与工程(中英文B版)》 2020年第1期10-17,共8页
Decision making in drinking water supply networks is increasingly complex due to the large number of variables involved.In order to make better decisions it is necessary to use adequate and robust methodologies.This p... Decision making in drinking water supply networks is increasingly complex due to the large number of variables involved.In order to make better decisions it is necessary to use adequate and robust methodologies.This paper presents the application of the Analytic Hierarchy Process(AHP)related to the operation of the drinking water supply network of the city of Chihuahua,Mexico,where two possible alternatives are delineated with the objective to optimize the service.The application of AHP was carried out in 24 sectors that have substantial differences in their efficiency but with instrumentation and measurement in all the variables contemplated by the operating agency,with a population of 221,722 inhabitants which represent a 30%of the total population of the city,the results indicate that the best alternative is the one with less criteria to be controlled and fewer repercussions on the cost of operation and investment in the rehabilitation and replacement of the network. 展开更多
关键词 Optimize multicriteria method decision making AHP water supply network
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Impact of the Condition of Drinking Water Supply Networks on the Quality of Water Intended for Consumption: The Case of the Network in the Commune of Daloa (Central West of Côte d’Ivoire)
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作者 Amoin Anne Marie Kouassi Kouakou Lazare Kouassi Theophile Gnagne 《Journal of Water Resource and Protection》 2023年第12期677-691,共15页
The potability of drinking water depends not only on the source and the treatment system, but also on the quality of the waterworks. In fact, the quality of drinking water is considerably degraded by the dilapidated s... The potability of drinking water depends not only on the source and the treatment system, but also on the quality of the waterworks. In fact, the quality of drinking water is considerably degraded by the dilapidated state and lack of maintenance of drinking water networks. In Côte d’Ivoire, the majority of drinking water networks in the various towns are ageing. In Daloa, despite the efforts made by the company in charge of water treatment and distribution to make the water drinkable, the water at consumers’ taps is often colored, has an unpleasant aftertaste and settles after collection. As a result, people are concerned about the potability of tap water, and some are turning to alternative sources of drinking water of unknown quality. In order to determine the factors responsible for the deterioration in water color and taste, as well as the sectors of the network most affected, a diagnosis of the network’s equipment was carried out. Water samples taken from the network were analyzed for color and turbidity. The diagnosis revealed that most of the equipment (suction pads, valves, drains and fire hydrants) is outdated and irregularly maintained. Analyses show that the water is more colored in cast-iron and PVC pipes than in asbestos cement pipes. Coloration values in the network range from 0 to 27 UVC for asbestos cement pipes, from 15 to 56 UCV for ductile iron pipes, and from 11 to 102 UCV for PVC pipes. On the over hand, turbidity values vary from 8.02 to 3.32 NTU for ductile cast iron pipes, 8.51 to 16.98 NTU for asbestos cement pipes and 0.9 to 6.98 NTU for PVC pipes. Old cast-iron pipes release ferric ions on contact with water, degrading their color. Old cast-iron pipes release ferric ions into the water, degrading its color. The high color values observed in the vicinity of drains are thought to be due to irregular maintenance of the network. In fact, after network maintenance, a reduction rate ranging from 2% to 73% is observed for turbidity, while for color, the rate varies from 5% to 72%. In short, the network’s obsolescence and irregular maintenance contribute significantly to the deterioration of water quality. 展开更多
关键词 PIPE Water supply network Drinking Water Daloa
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ZTE to Supply Bearer Network Solution to Finnet Group
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作者 ZTE Corperation 《ZTE Communications》 2010年第1期59-59,共1页
ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, announced an agreement with Westlink part of the Finish telecommunications group Finnet, to supply a unified multi-serv... ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, announced an agreement with Westlink part of the Finish telecommunications group Finnet, to supply a unified multi-service metro bearer solution on February 18, 2010. 展开更多
关键词 ZTE to supply Bearer network Solution to Finnet Group PTN IP
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Supply Community Network:A Taxonomy of Flow Dimensions
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作者 Mohamed Omar Paul A.J.Mason 《Chinese Business Review》 2019年第4期1-12,共12页
Supply chain management(SCM)and its associated activities continue to evolve as new communication technologies and cooperative efforts emerge to facilitate system-wide process integration;the context within which supp... Supply chain management(SCM)and its associated activities continue to evolve as new communication technologies and cooperative efforts emerge to facilitate system-wide process integration;the context within which supply chains(SCs)operate,the technologies,and performance enhancement mechanisms have all changed.Thus,linear-based SCs are increasingly being challenged as firms look towards a more networked approach to maximize performance amid growing market dynamics.This paper,however,recognizing inherent similarities between social structure of Social Internet of Things(SIoT)principles and what we term supply community networks(SCN)from literature,seeks to cross-pollinate the two in a way capable of dealing with these market dynamics.Our contribution is,therefore,a new‘setting’of social relationships between supply community agents(SCA)within SCN mirroring interactions played out in the physical world;SCAs autonomously sense each other,exchange information and interact within SCN mimicking the behavior of humans.Also,it identifies the bounds of flow,i.e.all possible dimensions within a SCN which need to be understood to support relationship management.Therefore,communications are improved,sharpening SCAs synchronization in a way responsive to customer needs. 展开更多
关键词 supply community network(SCN) supply community agents(SCA) flow dimensions
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Empirical topological investigation of practical supply chains based on complex networks
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作者 廖好 沈婧 +2 位作者 吴兴桐 陈博奎 周明洋 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第11期144-150,共7页
The industrial supply chain networks basically capture the circulation of social resource, dominating the stability and efficiency of the industrial system. In this paper, we provide an empirical study of the topology... The industrial supply chain networks basically capture the circulation of social resource, dominating the stability and efficiency of the industrial system. In this paper, we provide an empirical study of the topology of smartphone supply chain network. The supply chain network is constructed using open online data. Our experimental results show that the smartphone supply chain network has small-world feature with scale-free degree distribution, in which a few high degree nodes play a key role in the function and can effectively reduce the communication cost. We also detect the community structure to find the basic functional unit. It shows that information communication between nodes is crucial to improve the resource utilization. We should pay attention to the global resource configuration for such electronic production management. 展开更多
关键词 China supply chain networks complex networks data science network science
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Predictive Zone Control of Pressure Management for Water Supply Network Systems
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作者 Dong-Ming Liu Shao-Yuan Li 《International Journal of Automation and computing》 EI CSCD 2016年第6期607-614,共8页
In this paper we address the problem of pressure management in water supply system (WSS) network. The model-based predictive control (MPC) strategies have some important features to deal with WSS. By hydraulic ana... In this paper we address the problem of pressure management in water supply system (WSS) network. The model-based predictive control (MPC) strategies have some important features to deal with WSS. By hydraulic analysis of WSS, the predictive model is derived from the dynamic model and static model of WSS. Through WSS, the consumers' demands are required to be met at all times according to some operational constraints that must be satisfied. The constraints of flow through actuators, the water level of reservoirs and the consumer areas' pressure demand are determined by a specific system. In this work, we develop a constrained MPC controller that considers the zone control of the pressure outputs and incorporates steady state economic targets in the control cost function. The designed management strategies are applied to a case study and simulation results, covering different aspects, are provided. The output nodal pressure can be controlled in the desired zone by optimal scheduling the actuators of the WSS. If the variation range of reservoir's water level is broader, the rate of flow through the actuators is gentle, and vice versa. 展开更多
关键词 Water supply system (WSS) network mathematical modelling zone control pressure control model predictive control(MPC).
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Optimal Dispatching of Urban Water Supply Network under Water-saving Condition
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作者 GUO Qinghe 《外文科技期刊数据库(文摘版)工程技术》 2021年第1期118-121,共4页
In order to achieve the goal of social sustainable development and improve the actual utilization rate of water resources, it is necessary to set up the optimal dispatching model of water-saving state of urban water s... In order to achieve the goal of social sustainable development and improve the actual utilization rate of water resources, it is necessary to set up the optimal dispatching model of water-saving state of urban water supply network from the perspective of limited water supply and moderate pressure reduction, so as to fundamentally alleviate the regional water pressure. Based on this, starting from the simulation calculation of water-saving state of urban water supply network, this paper puts forward the optimal scheduling scheme of water-saving state of water supply network for reference. 展开更多
关键词 urban water supply network water saving state optimal operation
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Future research of supply chain resilience:Network perspectives and incorporation of more stakeholders 被引量:1
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作者 L.Jeff Hong Jinzhi Li +1 位作者 Xiaole Wu Shuyue Yi 《Fundamental Research》 2025年第2期486-495,共10页
In recent years,global supply chains face great challenges driven by events such as trade wars,the Covid-19 pandemic,and the Russia-Ukraine War.Since the disruptions caused by such shocks are more systematic and the d... In recent years,global supply chains face great challenges driven by events such as trade wars,the Covid-19 pandemic,and the Russia-Ukraine War.Since the disruptions caused by such shocks are more systematic and the duration is harder to predict compared to natural disasters or other operational risks,we highlight two features for future supply chain research:network perspectives and incorporation of more stakeholders such as governments that can influence overarching performances of industrial and supply chains.From the network perspective,we review the literature on vulnerable nodes&links identification,risk propagation modeling,network resilience measures,and disruption mitigation strategies.We suggest promising research directions such as deriving non-probabilistic resilience measures that can incorporate dynamics,extending existing methods for bottleneck detection to the network setting,balancing efficiency and resilience in a more sophisticated way,etc.In terms of incorporating more stakeholders’roles in supply chain network decisions,we review the relevant literature and discuss research opportunities on governments’roles in global supply chains(i.e.,an external circulation perspective)and in incentivizing firms’R&D and stimulating domestic demand(i.e.,an internal circulation perspective).We suggest topics including global supply chain resilience evaluation using trade networks,technology networks,and firm ownership networks,the impact of trade policies with network perspectives,design of tariffand non-tariffmeasures under trade agreements,domestic industry relocation,evaluating the effects of government subsidies on firms’long-term innovation,and design of subsidy strategies for supply chain stability and resilience.We believe research on supply chain resilience will thrive in the years ahead,better supporting firms’and governments’decisions. 展开更多
关键词 supply chain resilience supply chain networks BOTTLENECKS Global supply chains Incentives design
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China’s Energy Policy Review for 2024
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作者 Lan Mengtong Yuan Liuyan Zhang Pengcheng 《China Oil & Gas》 2025年第2期27-34,共8页
The year 2024 marks the tenth anniversary of China’s comprehensive implementation of the new energy security strategy,“Four Revolutions,One Cooperation.”Over the past decade,China has experienced a series of signif... The year 2024 marks the tenth anniversary of China’s comprehensive implementation of the new energy security strategy,“Four Revolutions,One Cooperation.”Over the past decade,China has experienced a series of significant changes in its energy sector,promoting comprehensive reforms in energy consumption patterns and consistently pursuing a cleaner,low-carbon energy structure.The country has accelerated the development of a diverse and clean energy supply system,creating a multifaceted supply network driven by coal,oil,gas,nuclear,and renewable energy sources,and continuously enhancing its energy supply capacity.By leveraging technological innovation as the primary driving force,China has thoroughly deepened energy system reforms to unleash market vitality and has strengthened international cooperation in the energy sector across all dimensions.The construction of a strong energy nation has further advanced,with significantly enhanced security assurance capabilities,effectively supporting and serving the healthy development of the economy and society.To accelerate the development of a new energy system,relevant national departments have introduced a series of industry policies and reform proposals in the energy sector.These initiatives aim to strongly support high-quality energy development by strengthening energy supply security,promoting a green and low-carbon energy transition,enhancing energy utilization efficiency,and improving energy market mechanisms and regulation. 展开更多
关键词 energy consumption patterns clean energy structure four revolutions one cooperation new energy strategy new energy security strategy four multifaceted supply network comprehensive reforms energy consumption patterns energy security
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Improved Differential Evolution Algorithm for 4PL Supply Chain Network Design Considering the Customer Behavior
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作者 Liwei Dong Chao Deng +1 位作者 Xiaoying Gao Weijing Yin 《IJLAI Transactions on Science and Engineering》 2025年第1期8-21,共14页
Fourth party logistics(4PL)supply chain network design problem considering the behavior of customer service satisfaction becomes more important in supply chain network design problem.It is NP-hard problem.Improved dif... Fourth party logistics(4PL)supply chain network design problem considering the behavior of customer service satisfaction becomes more important in supply chain network design problem.It is NP-hard problem.Improved differential evolution(IDE)algorithm is applied to solve this problem in this paper.In order to handle the infeasible solution efficiently,a two-stage algorithm,the minimum cost flow incorporated with macro-micro adjustment embedded improved differential evolution(MMAMFC-IDE),is designed.The results of numerical experiments show that MMAMFC-IDE can get relatively better results compared with the minimum cost flow embedded improved differential evolution(MFC-IDE). 展开更多
关键词 Fourth party logistics supply Chain network Design service satisfaction MMAMFC-IDE
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