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Multi-platform collaborative MRC-PSO algorithm for anti-ship missile path planning
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作者 LIU Gang GUO Xinyuan +2 位作者 HUANG Dong CHEN Kezhong LI Wu 《Journal of Systems Engineering and Electronics》 2025年第2期494-509,共16页
To solve the problem of multi-platform collaborative use in anti-ship missile (ASM) path planning, this paper pro-posed multi-operator real-time constraints particle swarm opti-mization (MRC-PSO) algorithm. MRC-PSO al... To solve the problem of multi-platform collaborative use in anti-ship missile (ASM) path planning, this paper pro-posed multi-operator real-time constraints particle swarm opti-mization (MRC-PSO) algorithm. MRC-PSO algorithm utilizes a semi-rasterization environment modeling technique and inte-grates the geometric gradient law of ASMs which distinguishes itself from other collaborative path planning algorithms by fully considering the coupling between collaborative paths. Then, MRC-PSO algorithm conducts chunked stepwise recursive evo-lution of particles while incorporating circumvent, coordination, and smoothing operators which facilitates local selection opti-mization of paths, gradually reducing algorithmic space, accele-rating convergence, and enhances path cooperativity. Simula-tion experiments comparing the MRC-PSO algorithm with the PSO algorithm, genetic algorithm and operational area cluster real-time restriction (OACRR)-PSO algorithm, which demon-strate that the MRC-PSO algorithm has a faster convergence speed, and the average number of iterations is reduced by approximately 75%. It also proves that it is equally effective in resolving complex scenarios involving multiple obstacles. More-over it effectively addresses the problem of path crossing and can better satisfy the requirements of multi-platform collabora-tive path planning. The experiments are conducted in three col-laborative operation modes, namely, three-to-two, three-to-three, and four-to-two, and the outcomes demonstrate that the algorithm possesses strong universality. 展开更多
关键词 anti-ship missiles multi-platform collaborative path planning particle swarm optimization(PSO)algorithm
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Efficient AUV Path Planning in Time-Variant Underwater Environment Using Differential Evolution Algorithm 被引量:6
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作者 S.Mahmoud Zadeh D.M.W Powers +2 位作者 A.M.Yazdani K.Sammut A.Atyabi 《Journal of Marine Science and Application》 CSCD 2018年第4期585-591,共7页
Robust and efficient AUV path planning is a key element for persistence AUV maneuvering in variable underwater environments. To develop such a path planning system, in this study, differential evolution(DE) algorithm ... Robust and efficient AUV path planning is a key element for persistence AUV maneuvering in variable underwater environments. To develop such a path planning system, in this study, differential evolution(DE) algorithm is employed. The performance of the DE-based planner in generating time-efficient paths to direct the AUV from its initial conditions to the target of interest is investigated within a complexed 3D underwater environment incorporated with turbulent current vector fields, coastal area,islands, and static/dynamic obstacles. The results of simulations indicate the inherent efficiency of the DE-based path planner as it is capable of extracting feasible areas of a real map to determine the allowed spaces for the vehicle deployment while coping undesired current disturbances, exploiting desirable currents, and avoiding collision boundaries in directing the vehicle to its destination. The results are implementable for a realistic scenario and on-board real AUV as the DE planner satisfies all vehicular and environmental constraints while minimizing the travel time/distance, in a computationally efficient manner. 展开更多
关键词 path planning Differential evolution Autonomous UNDERWATER vehicles evolutionARY algorithms OBSTACLE AVOIDANCE
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Oxidation Evolution and Activity Origin of N-Doped Carbon in the Oxygen Reduction Reaction
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作者 Jiaqi Wu Chuanqi Cheng +2 位作者 Shanshan Lu Bin Zhang Yanmei Shi 《Transactions of Tianjin University》 EI CAS 2024年第4期369-379,共11页
N-doped carbon materials,with their applications as electrocatalysts for the oxygen reduction reaction(ORR),have been extensively studied.However,a negletcted fact is that the operating potential of the ORR is higher ... N-doped carbon materials,with their applications as electrocatalysts for the oxygen reduction reaction(ORR),have been extensively studied.However,a negletcted fact is that the operating potential of the ORR is higher than the theoretical oxida-tion potential of carbon,possibly leading to the oxidation of carbon materials.Consequently,the infl uence of the structural oxidation evolution on ORR performance and the real active sites are not clear.In this study,we discover a two-step oxida-tion process of N-doped carbon during the ORR.The fi rst oxidation process is caused by the applied potential and bubbling oxygen during the ORR,leading to the oxidative dissolution of N and the formation of abundant oxygen-containing functional groups.This oxidation process also converts the reaction path from the four-electron(4e)ORR to the two-electron(2e)ORR.Subsequently,the enhanced 2e ORR generates oxidative H_(2)O_(2),which initiates the second stage of oxidation to some newly formed oxygen-containing functional groups,such as quinones to dicarboxyls,further diversifying the oxygen-containing functional groups and making carboxyl groups as the dominant species.We also reveal the synergistic eff ect of multiple oxygen-containing functional groups by providing additional opportunities to access active sites with optimized adsorption of OOH*,thus leading to high effi ciency and durability in electrocatalytic H_(2)O_(2) production. 展开更多
关键词 Oxygen reduction reaction N-doped carbon Reaction path Structural evolution Oxidation in reduction
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Optimization of air quantity regulation in mine ventilation networks using the improved differential evolution algorithm and critical path method 被引量:19
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作者 Chen Kaiyan Si Junhong +3 位作者 Zhou Fubao Zhang Renwei Shao He Zhao Hongmei 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第1期79-84,共6页
In mine ventilation networks, the reasonable airflow distribution is very important for the production safety and economy. Three basic problems of the natural, full-controlled and semi-controlled splitting were review... In mine ventilation networks, the reasonable airflow distribution is very important for the production safety and economy. Three basic problems of the natural, full-controlled and semi-controlled splitting were reviewed in the paper. Aiming at the high difficulty semi-controlled splitting problem, the general nonlinear multi-objectives optimization mathematical model with constraints was established based on the theory of mine ventilation networks. A new algorithm, which combined the improved differential evaluation and the critical path method (CPM) based on the multivariable separate solution strategy, was put forward to search for the global optimal solution more efficiently. In each step of evolution, the feasible solutions of air quantity distribution are firstly produced by the improved differential evolu- tion algorithm, and then the optimal solutions of regulator pressure drop are obtained by the CPM. Through finite steps iterations, the optimal solution can be given. In this new algorithm, the population of feasible solutions were sorted and grouped for enhancing the global search ability and the individuals in general group were randomly initialized for keeping diversity. Meanwhile, the individual neighbor- hood in the fine group which may be closely to the optimal solutions were searched locally and slightly for achieving a balance between global searching and local searching, thus improving the convergence rate. The computer program was developed based on this method. Finally, the two ventilation networks with single-fan and multi-fans were solved. The results show that this algorithm has advantages of high effectiveness, fast convergence, good robustness and flexibility. This computer program could be used to solve lar^e-scale ~eneralized ventilation networks o^timization problem in the future. 展开更多
关键词 Mine ventilation networkDifferential evolution algorithmCritical path methodPopulation group and neighborhood searchMultivariable separate solution
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An eikonal equation based path planning method using polygon decomposition and curve evolution
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作者 Zheng Sun Zhu-Feng Shao Hui Li 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第5期1001-1018,共18页
Path planning is a key technique of autonomous navigation for robots,and the velocity field is an important part.Constructing velocity field in a complex workspace is still challenging.In this paper,an inner normal gu... Path planning is a key technique of autonomous navigation for robots,and the velocity field is an important part.Constructing velocity field in a complex workspace is still challenging.In this paper,an inner normal guided segmentation algorithm in a complex polygon is proposed to decompose the complex workspace in this paper.The artificial potential field model based on probability theory is then used to calculate the potential field of the decomposed workspace,and the velocity field is obtained by utilizing the potential field of this workspace.Path optimization is implemented by curve evolution,during which the internal force generated in the smoothing process of the initial path by a mean filter and the external force is obtained from the gradient of the workspace potential field.The parameter selection principle is deduced by analyzing the influence of several parameters on the path length and smoothness.Simulation results show that the designed polygon decomposition algorithm can effectively segment complex workspace and that the path optimization algorithm can shorten and smoothen paths. 展开更多
关键词 Level set path planning Artificial potential field Polygon decomposition path optimization Curve evolution
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On Models of Nonlinear Evolution Paths in Adiabatic Quantum Algorithms
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作者 孙杰 路松峰 Samuel L.Braunstein 《Communications in Theoretical Physics》 SCIE CAS CSCD 2013年第1期22-26,共5页
In this paper,we study two different nonlinear interpolating paths in adiabatic evolution algorithms for solving a particular class of quantum search problems where both the initial and final Hamiltonian are one-dimen... In this paper,we study two different nonlinear interpolating paths in adiabatic evolution algorithms for solving a particular class of quantum search problems where both the initial and final Hamiltonian are one-dimensional projector Hamiltonians on the corresponding ground state.If the overlap between the initial state and final state of the quantum system is not equal to zero,both of these models can provide a constant time speedup over the usual adiabatic algorithms by increasing some another corresponding "complexity".But when the initial state has a zero overlap with the solution state in the problem,the second model leads to an infinite time complexity of the algorithm for whatever interpolating functions being applied while the first one can still provide a constant running time.However,inspired by a related reference,a variant of the first model can be constructed which also fails for the problem when the overlap is exactly equal to zero if we want to make up the "intrinsic" fault of the second model - an increase in energy.Two concrete theorems are given to serve as explanations why neither of these two models can improve the usual adiabatic evolution algorithms for the phenomenon above.These just tell us what should be noted when using certain nonlinear evolution paths in adiabatic quantum algorithms for some special kind of problems. 展开更多
关键词 adiabatic evolution nonlinear evolution paths quantum computing
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Expansion Strategies and Evolution Paths of Hotel Groups in China
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作者 ZENG Guojun 《Chinese Geographical Science》 SCIE CSCD 2010年第4期372-380,共9页
The organizational structure change of enterprises should be subject to the change of strategy,and strategy change is the reaction to the environment change.This paper studied the expansion strategies and evolution pa... The organizational structure change of enterprises should be subject to the change of strategy,and strategy change is the reaction to the environment change.This paper studied the expansion strategies and evolution paths of hotel groups in China by a survey in 2007,in which the research objects were 91 hotel groups listed by China Tourist Hotels Association.The conclusions are drawn:based on the two dimensions of unification management function scope and the unification management degree,hotel groups can be divided into four strategic types,including strategically concentrated group,close function group,widespread alliance group and loose union group.Simultaneously there are three different expansion paths:stability path,growth path and undulation path.About 72.5% of Chinese hotel groups have a stability or growth expansion path. 展开更多
关键词 expansion strategy evolution path hotel group China
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The Effect of Spatial Structure Character of Heat Source on the Ray Path and the Evolution of Wave Energy of Meridional Wave Train
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作者 徐祥德 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1991年第1期87-98,共12页
This paper studies correlations between the spatial structure character of thermal forcing and deformation and the amplitude of rays of meridional wave train. It is shown that if thermal forcing appears a meridional l... This paper studies correlations between the spatial structure character of thermal forcing and deformation and the amplitude of rays of meridional wave train. It is shown that if thermal forcing appears a meridional linear variation the rays of quasi-stationary planetary wave may propagate along oblique lines and if the meridional variability of heat source has second order term the rays show distinct deformation as a great circular route. Additionally, the inhomogeneous distribution may cause lower frequency oscillations in mid- and low-latitudes. The combination of zonal and meridional wave numbers and distributive character of heat source may form an inverse mechanism of variational trend of generized wave energy, reflecting in some degree the physical process of transition between meridional and zonal flow patterns. 展开更多
关键词 The Effect of Spatial Structure Character of Heat Source on the Ray path and the evolution of Wave Energy of Meridional Wave Train path Wave
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Energy characteristics of saturated Jurassic sandstone in western China under different stress paths
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作者 Yi Yang Jian Lin +3 位作者 Yun Wu Shilong Peng Wanhang Shao Lining Yang 《Deep Underground Science and Engineering》 2025年第1期158-168,共11页
To study the energy evolution and failure characteristics of saturated sandstone under unloading conditions,rock unloading tests under different stress paths were conducted.The energy evolution mechanism of the unload... To study the energy evolution and failure characteristics of saturated sandstone under unloading conditions,rock unloading tests under different stress paths were conducted.The energy evolution mechanism of the unloading failure of saturated sandstone was systematically explored from the perspectives of the stress path,the initial confining pressure,and the energy conversion rate.The results show that(1)before the peak stress,the elastic energy increases with an increase in deviatoric stress,while the dissipated energy slowly increases first.After the peak stress,the elastic energy decreases with the decrease of deviatoric stress,and the dissipated energy suddenly increases.The energy release intensity during rock failure is positively correlated with the axial stress.(2)When the initial confining pressure is below a certain threshold,the stress path is the main factor influencing the total energy difference.When the axial stress remains constant and the confining pressure is unloading,the total energy is more sensitive to changes in the confining pressure.When the axial stress remains constant,the compressive deformation ability of the rock cannot be significantly improved by the increase in the initial confining pressure.The initial confining pressure is positively correlated with the rock's energy storage limit.(3)The initial confining pressure increases the energy conversion rate of the rock;the initial confining pressure is positively correlated with the energy conversion rate;and the energy conversion rate has a high confining pressure effect.The increase in the axial stress has a much greater impact on the elastic energy than the confining pressure.(4)When the deviatoric stress is small,the confining pressure mainly plays a protective role.Compared with the case of triaxial compression paths,the rock damage is more severe under unloading paths,and compared with the case of constant axial stress,the rock damage is more severe under increasing axial stress. 展开更多
关键词 energy evolution failure characteristics SANDSTONE stress path UNLOADING
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Robot path planning based on a two-stage DE algorithm and applications
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作者 SUN Zhe CHENG Jiajia +2 位作者 BI Yunrui ZHANG Xu SUN Zhixin 《Journal of Southeast University(English Edition)》 2025年第2期244-251,共8页
To tackle the path planning problem,this study introduced a novel algorithm called two-stage parameter adjustment-based differential evolution(TPADE).This algorithm draws inspiration from group behavior to implement a... To tackle the path planning problem,this study introduced a novel algorithm called two-stage parameter adjustment-based differential evolution(TPADE).This algorithm draws inspiration from group behavior to implement a two-stage scaling factor variation strategy.In the initial phase,it adapts according to environmental complexity.In the following phase,it combines individual and global experiences to fine-tune the orientation factor,effectively improving its global search capability.Furthermore,this study developed a new population update method,ensuring that well-adapted individuals are retained,which enhances population diversity.In benchmark function tests across different dimensions,the proposed algorithm consistently demonstrates superior convergence accuracy and speed.This study also tested the TPADE algorithm in path planning simulations.The experimental results reveal that the TPADE algorithm outperforms existing algorithms by achieving path lengths of 28.527138 and 31.963990 in simple and complex map environments,respectively.These findings indicate that the proposed algorithm is more adaptive and efficient in path planning. 展开更多
关键词 path planning differential evolution algorithm grid method parameter adaptive adjustment
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Three-dimensional Analysis of the Evolution Path of Teaching Methods in China--Reflection and Prospect of Information-based Teaching
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作者 Chenzhen Min 《教育研究前沿(中英文版)》 2022年第4期34-40,共7页
Under the influence of the information technology revolution,the teaching method,as the way to impart teaching content or the means to realize teaching content,has undergone a process of constant evolution and transfo... Under the influence of the information technology revolution,the teaching method,as the way to impart teaching content or the means to realize teaching content,has undergone a process of constant evolution and transformation.This transformation is still ongoing.In order to explain this phenomenon,we establish a three-dimension analysis framework of"ECONOMIC BASE-INFORMATION TECHNOLOGY-CULTURE".All kinds of logics involved in them are closely linked,thus influencing each other.At the same time,these aspects constantly affect the historical trajectory of the evolution.Based on the above analysis framework,the paper uses the historical approach to expound the evolution path on teaching methods in China since ancient times and divides it into four stages.Combined with the practical problems and interview results,we rethink the present information teaching methods.In the end,some suggestions are put forward in order to promote the further development of education-related fields. 展开更多
关键词 Information Technology Teaching Method evolution path Historical Approach
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Analysis on the Evolution Path of Transformation of Manufacturing Enterprises through Servitization——A Case Study Based on ShaanGu Group
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作者 Tongjing Zhang Zheng He Xiaohong Yang 《管理科学与研究(中英文版)》 2022年第11期190-199,共10页
Service-oriented manufacturing is an emerging innovative development model,and its core is the deep integration of products and services.It has become a hot issue in current research.In order to deeply explore the evo... Service-oriented manufacturing is an emerging innovative development model,and its core is the deep integration of products and services.It has become a hot issue in current research.In order to deeply explore the evolution path of servitization transformation of manufacturing enterprises,ShaanGu Group is taken as a case,and discusses practical application of service-oriented manufacturing model in different development processes of ShaanGu Group.Thus,four stages of transformation of ShaanGu Group through servitization are summarized:specialized after-sales service stage,rental service stage,engineering complete service stage and financial service stage.Through comparative research,it is found that general evolution path of manufacturing enterprises to service transformation is:the primary stage(providing product-oriented product service system)→the intermediate stage(providing application-oriented product service system)→the advanced stage(providing utility-oriented product service system)→the completed stage(providing pure service).On this basis,some suggestions are provided for manufacturing enterprises to integrate productive services in the process of transformation. 展开更多
关键词 Service-Oriented Manufacturing Case Analysis evolution path Product Service System Productive Services
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Probability Distribution of Average Length of Node Path and Its Evolution Trace of Aviation Network of China Based on Complex Network
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作者 Cheng Xiangjun Yang Fang Li Tao 《Journal of Traffic and Transportation Engineering》 2021年第2期41-52,共12页
In order to reveal the complex network feature and its evolution principle of aviation network of China,probability distribution and its evolution trace of average length of node path of aviation network of China were... In order to reveal the complex network feature and its evolution principle of aviation network of China,probability distribution and its evolution trace of average length of node path of aviation network of China were researched according to statistics data in years 1988,1994,2001,2008 and 2015 of civil aviation of China.Floyd algorithm to calculate the path length between any two nodes of network was applied and average length of node path of aviation network was obtained according to this algorithm.It was discovered that average length of node path to other nodes had normal distribution function in each year.At meantime,the location parameter and scale parameter of normal distribution function had linear evolution trace.Airline rate was an index to describe the density of airline.It was found that average length of node path of aviation network of China evolved synchronously with airline rate and they had linear relationship. 展开更多
关键词 Aviation network of China average length of node path probability distribution evolution trace airline rate
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Analyzing Industrial Structure Evolution of Old Industrial Cities Using Evolutionary Resilience Theory:A Case Study in Shenyang of China 被引量:14
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作者 GUAN Haoming LIU Wenxin +3 位作者 ZHANG Pingyu LO Kevin LI Jing LI Liangang 《Chinese Geographical Science》 SCIE CSCD 2018年第3期516-528,共13页
The recession and revitalization of old industrial cities concerns urban industrial evolution and its characteristics. Based on the theory of evolutionary resilience, we developed an analytical framework for the indus... The recession and revitalization of old industrial cities concerns urban industrial evolution and its characteristics. Based on the theory of evolutionary resilience, we developed an analytical framework for the industrial structure evolution of old industrial cities, and applied the framework to a case study in Shenyang. The following conclusions are drawn. First, since 1978, Shenyang's industrial growth capacity has shown fluctuation between ‘contraction-expansion'. As the secondary industry has a much stronger expansionary and contractionary capacity for growth, this results in lacking stability leading to industrial structure transformation. Second, since 1999, the orientation towards a high-end manufacturing industry in Shenyang has weakened, and the evolution of the new and old growth path is characterized by low-end orientation. Third, since 2007, Shenyang's industrial innovation output capacity has dropped sharply which has been significantly affected by scientific and technological personnel and enterprise-owed science and technology institutions and to a less extent by R&D expenditure. We applied the resilience theory to study the industrial evolution of an old industrial city, explored new study perspectives on industrial evolution and verified the applicability of the resilience theory. This paper provides a scientific reference for understanding the recent deceleration in economic growth in the Northeast old industrial base, and for exploring new paths toward revitalization. 展开更多
关键词 evolutionary resilience industrial evolution path economic cycle model old industrial city Shenyang
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Identification, evolution and geological indications of solid bitumen in shales: A case study of the first member of Cretaceous Qingshankou Formation in Songliao Basin, NE China 被引量:2
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作者 LIU Bo WANG Liu +4 位作者 FU Xiaofei HUO Qiuli BAI Longhui LYU Jiancai WANG Boyang 《Petroleum Exploration and Development》 SCIE 2023年第6期1345-1357,共13页
On the basis of sorting out current understanding of solid bitumen (SB) in shales and taking organic-rich shales in the first member of the Cretaceous Qingshankou Formation in the Songliao Basin as an example, the def... On the basis of sorting out current understanding of solid bitumen (SB) in shales and taking organic-rich shales in the first member of the Cretaceous Qingshankou Formation in the Songliao Basin as an example, the definition, classification, occurrence and evolution path of SB are systemtically studied, and the indicative significance of SB reflectance (Rob) on maturity and its influence on the development of reservoir space are discussed and summarized. The results show that the difference of primary maceral types is primarily responsible for the different evolution paths of SB. Most of the pre-oil bitumen is in-situ SB with only a small amount being of migrated SB, while most of the post-oil bitumen and pyrobitumen are migrated SB. From the immature to early oil maturity stage, bituminite, vitrinite, and inertinite can be distinguished from SB based on their optical characteristics under reflected light, and alginite can be differentiated from SB by their fluorescence characteristics. Under scanning electron microscope, in-situ SB and migrated SB can be effectively identified. Rob increases linearly with increasing vitrinite reflectance (Ro), as a result of a decrease of aliphatic structure and the enhancement of aromatization of SB. Within the oil window three types of secondary pores may develop in SB, including modified mineral pores, devolatilization cracks and bubble holes. At a high maturity stage spongy pores may develop in pyrobitumen. Scanning electron microscopy combined with in-situ SEM-Raman spectroscopy can further reveal the structral information of different types of SB, thus providing crucial data for understanding for understanding OM migration paths, dynamics, and distances at micro-scale. 展开更多
关键词 shale solid bitumen reflectance primary maceral difference solid bitumen evolution path reservoir space Songliao Basin Cretaceous Qingshankou Formation
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Texture Evolution Induced by Deformation in Aluminum Alloy
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作者 Zhao Yixi Lin zhongqin Li shuhui Yu zhongqi 《上海交通大学学报》 EI CAS CSCD 北大核心 2004年第z2期206-211,共6页
The lower formability of aluminum alloy sheets is the inherent characteristic of the material. During material forming processes the material undergoes a complex strain history. In this paper, the effect of crystallog... The lower formability of aluminum alloy sheets is the inherent characteristic of the material. During material forming processes the material undergoes a complex strain history. In this paper, the effect of crystallographic texture induced by deformation in aluminum sheet is studied. The transformation of crystallographic textures induced by uniaxial tensile, cup drawing and bulge tests was measured through X-ray diffraction and analyzed. The author studied the texture evolution rule under different strain paths. A qualitative relationship between the deformation and texture evolution has been founded. 展开更多
关键词 TEXTURE evolution aluminum alloy DEFORMATION STRAIN path
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Evolution of green development pattern in western China
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作者 HUANG ping ZENG Shao-lun 《Ecological Economy》 2016年第3期202-214,共13页
Since the 18 th Party Congress, green and low carbon industry-oriented industrialization road became a new main industry development direction. Through analyzing four kinds of region industry development modes and cur... Since the 18 th Party Congress, green and low carbon industry-oriented industrialization road became a new main industry development direction. Through analyzing four kinds of region industry development modes and current situation of the industrial development of the western region, this paper uses DEA method to evaluate 11 western provinces industry green degree and resource utilization degree between 2008 and 2014, and gets the evolution process of the industrial development pattern during 7 years. The results indicate that: industrial development models are not the same in the western China and green degree are generally low. On this basis, it is concluded that the evolution of green development patterns for reference are 4 kinds of industrial development models. Finally, on the basis of green development pattern evolution path this paper provides advice to improve green degree and the degree of resource utilization. 展开更多
关键词 industry development modes greenization resource utilization evolution path
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新质生产力发展水平动态演进、影响因素及提升路径 被引量:3
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作者 刘源 段丁允 +1 位作者 冯宗宪 张军 《科技进步与对策》 北大核心 2025年第12期1-13,共13页
基于2011-2022年中国内地30个省份数据,构建新质生产力指标体系并使用熵值法测度各省市以及八大综合经济区新质生产力水平,分析其动态演进趋势以及地区差异,识别新质生产力关键影响因素、逻辑关系及作用路径,并通过障碍度计算主要发展... 基于2011-2022年中国内地30个省份数据,构建新质生产力指标体系并使用熵值法测度各省市以及八大综合经济区新质生产力水平,分析其动态演进趋势以及地区差异,识别新质生产力关键影响因素、逻辑关系及作用路径,并通过障碍度计算主要发展障碍因子,提出区域新质生产力提升路径。结果显示:①生产力发展水平高的地区包括广东、北京、江苏、浙江以及山东,按区域划分,东部沿海地区新质生产力发展水平最高;②各区域新质生产力水平呈上升态势但存在较大差异,高水平地区对低水平地区存在正向空间溢出效应;③技术合作流动、未来产业布局、数字经济发展和科技创新为影响地区新质生产力发展的主要障碍因子。研究丰富了新质生产力理论分析框架,为区域因地制宜发展新质生产力提供参考借鉴。 展开更多
关键词 新质生产力 熵值法 动态演进 DEMATEL—ISM模型 提升路径
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战略性新兴产业政策与技术主题演化路径识别分析——以新能源汽车产业为例 被引量:2
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作者 冉从敬 程凡 李旺 《情报科学》 北大核心 2025年第1期147-160,共14页
【目的/意义】构建战略性新兴产业政策-技术主题演化路径识别方法,为产业政策的制定与优化、技术的布局与发展提供重要参考。【方法/过程】以新能源汽车产业政策与专利文本为数据集,综合运用LDA模型和Word2Vec算法提取政策与技术主题,... 【目的/意义】构建战略性新兴产业政策-技术主题演化路径识别方法,为产业政策的制定与优化、技术的布局与发展提供重要参考。【方法/过程】以新能源汽车产业政策与专利文本为数据集,综合运用LDA模型和Word2Vec算法提取政策与技术主题,并通过相似度计算的方式识别产业政策与技术的演化脉络及互动关系。【结果/结论】政策关注点从早期的示范推广转向了重点技术研发和产业链全方位完善,技术研究逐渐向电池效能挖掘、充电基础设施智能化和动力系统性能提升等方向深化。政策与技术研究之间形成了协同推动关系,但需提高在智能化、氢能、混合动力方向的技术研究匹配度,与政策导向保持紧密协同,以提升产业整体韧性与安全水平。【创新/局限】本文对产业政策与技术发展互动演化关系进行了有效探索,可为产业政策完善与技术布局优化提供新视角,局限在于需要纳入更多数据源进行多维度分析,并进一步优化主题模型。 展开更多
关键词 产业政策与技术 LDA模型 Word2Vec 演化路径 互动演化
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中国开放式创新生态系统效能提升研究 被引量:4
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作者 武文静 《科研管理》 北大核心 2025年第4期1-10,共10页
在提升国家创新体系整体效能,形成具有全球竞争力的开放创新生态的政策指引下,如何提升创新生态系统效能受到学界关注。本文从共同进化观视角揭示开放式创新生态系统效能提升的宏微观层面共同进化机制,在此基础上,采用质性研究方法阐释... 在提升国家创新体系整体效能,形成具有全球竞争力的开放创新生态的政策指引下,如何提升创新生态系统效能受到学界关注。本文从共同进化观视角揭示开放式创新生态系统效能提升的宏微观层面共同进化机制,在此基础上,采用质性研究方法阐释中国情境下开放式创新生态系统效能提升的核心驱动机制,并对系统效能提升的有效路径展开分析,得出以下结论:(1)中国开放式创新生态系统效能提升的核心驱动机制在于微观层面异质性参与者涌现及共同进化,以及环境因素优化推动系统宏观层面共同进化。(2)“开放-共生”的价值主张发挥核心引领作用,使生态系统效能得以持久提升。(3)充分尊重价值共创有利于生态系统形成长期生态优势。(4)开放的先进制造业服务能力成为中国开放式创新生态系统保持高水平开放、提升系统效能的关键切入点。本研究拓宽了创新生态系统理论研究,为我国开放式创新生态系统效能提升提供理论参考及对策建议。 展开更多
关键词 开放式创新生态系统 效能提升 共同进化观 影响机制 提升路径
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