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Dimension-down iterative algorithm for the mixed transportation network design problem
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作者 陈群 姚加林 《Journal of Southeast University(English Edition)》 EI CAS 2012年第2期236-239,共4页
An optimal dimension-down iterative algorithm (DDIA) is proposed for solving a mixed (continuous/ discrete) transportation network design problem (MNDP), which is generally expressed as a mathematical programmin... An optimal dimension-down iterative algorithm (DDIA) is proposed for solving a mixed (continuous/ discrete) transportation network design problem (MNDP), which is generally expressed as a mathematical programming with equilibrium constraints (MPEC). The upper level of the MNDP aims to optimize the network performance via both the expansion of existing links and the addition of new candidate links, whereas the lower level is a traditional Wardrop user equilibrium (UE) model. The idea of the proposed DDIA is to reduce the dimensions of the problem. A group of variables (discrete/continuous) are fixed to altemately optimize another group of variables (continuous/discrete). Some continuous network design problems (CNDPs) and discrete network design problems (DNDPs) are solved repeatedly until the optimal solution is obtained. A numerical example is given to demonstrate the efficiency of the proposed algorithm. 展开更多
关键词 mixed network design problem (MNDP) dimension-down iterative algorithm (DDIA) mathematical programming with equilibrium constraint (MPEC)
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Research on Design and Application of Elementary School Mathematics Inquiry Problem Based on Cognitive Process Analysis
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作者 TANG Pei 《外文科技期刊数据库(文摘版)教育科学》 2021年第2期121-123,共3页
Primary school education is an important part of laying a good foundation for students' growth and development. Therefore, in primary school mathematics teaching, teachers should help students to have good mathema... Primary school education is an important part of laying a good foundation for students' growth and development. Therefore, in primary school mathematics teaching, teachers should help students to have good mathematical thinking so as to realize students' healthy growth and all-round development. For this reason, teachers should pay attention to the effectiveness and pertinence of problem design in the actual primary mathematics teaching. Through the design of inquiry problems, students' learning desire can be stimulated, so as to improve the efficiency of classroom teaching and lay a good foundation for the realization of students' all-round development. 展开更多
关键词 cognitive process primary school mathematics research problem design and application
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Improved Dwarf Mongoose Optimization for Constrained Engineering Design Problems 被引量:3
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作者 Jeffrey O.Agushaka Absalom E.Ezugwu +3 位作者 Oyelade N.Olaide Olatunji Akinola Raed Abu Zitar Laith Abualigah 《Journal of Bionic Engineering》 SCIE EI CSCD 2023年第3期1263-1295,共33页
This paper proposes a modified version of the Dwarf Mongoose Optimization Algorithm (IDMO) for constrained engineering design problems. This optimization technique modifies the base algorithm (DMO) in three simple but... This paper proposes a modified version of the Dwarf Mongoose Optimization Algorithm (IDMO) for constrained engineering design problems. This optimization technique modifies the base algorithm (DMO) in three simple but effective ways. First, the alpha selection in IDMO differs from the DMO, where evaluating the probability value of each fitness is just a computational overhead and contributes nothing to the quality of the alpha or other group members. The fittest dwarf mongoose is selected as the alpha, and a new operator ω is introduced, which controls the alpha movement, thereby enhancing the exploration ability and exploitability of the IDMO. Second, the scout group movements are modified by randomization to introduce diversity in the search process and explore unvisited areas. Finally, the babysitter's exchange criterium is modified such that once the criterium is met, the babysitters that are exchanged interact with the dwarf mongoose exchanging them to gain information about food sources and sleeping mounds, which could result in better-fitted mongooses instead of initializing them afresh as done in DMO, then the counter is reset to zero. The proposed IDMO was used to solve the classical and CEC 2020 benchmark functions and 12 continuous/discrete engineering optimization problems. The performance of the IDMO, using different performance metrics and statistical analysis, is compared with the DMO and eight other existing algorithms. In most cases, the results show that solutions achieved by the IDMO are better than those obtained by the existing algorithms. 展开更多
关键词 Improved dwarf mongoose Nature-inspired algorithms Constrained optimization Unconstrained optimization Engineering design problems
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Comparative Performance Analysis of Differential Evolution Variants on Engineering Design Problems 被引量:2
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作者 Sanjoy Chakraborty Apu Kumar Saha +2 位作者 Sushmita Sharma Saroj Kumar Sahoo Gautam Pal 《Journal of Bionic Engineering》 SCIE EI CSCD 2022年第4期1140-1160,共21页
Because of their superior problem-solving ability,nature-inspired optimization algorithms are being regularly used in solving complex real-world optimization problems.Engineering academics have recently focused on met... Because of their superior problem-solving ability,nature-inspired optimization algorithms are being regularly used in solving complex real-world optimization problems.Engineering academics have recently focused on meta-heuristic algorithms to solve various optimization challenges.Among the state-of-the-art algorithms,Differential Evolution(DE)is one of the most successful algorithms and is frequently used to solve various industrial problems.Over the previous 2 decades,DE has been heavily modified to improve its capabilities.Several DE variations secured positions in IEEE CEC competitions,establishing their efficacy.However,to our knowledge,there has never been a comparison of performance across various CEC-winning DE versions,which could aid in determining which is the most successful.In this study,the performance of DE and its eight other IEEE CEC competition-winning variants are compared.First,the algorithms have evaluated IEEE CEC 2019 and 2020 bound-constrained functions,and the performances have been compared.One unconstrained problem from IEEE CEC 2011 problem suite and five other constrained mechanical engineering design problems,out of which four issues have been taken from IEEE CEC 2020 non-convex constrained optimization suite,have been solved to compare the performances.Statistical analyses like Friedman's test and Wilcoxon's test are executed to verify the algorithm’s ability statistically.Performance analysis exposes that none of the DE variants can solve all the problems efficiently.Performance of SHADE and ELSHADE-SPACMA are considerable among the methods used for comparison to solve such mechanical design problems. 展开更多
关键词 Differential evolution Metaheuristics IEEE CEC Mechanical design problem
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Hybridizing artificial bee colony with biogeography-based optimization for constrained mechanical design problems 被引量:2
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作者 蔡绍洪 龙文 焦建军 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第6期2250-2259,共10页
A novel hybrid algorithm named ABC-BBO, which integrates artificial bee colony(ABC) algorithm with biogeography-based optimization(BBO) algorithm, is proposed to solve constrained mechanical design problems. ABC-BBO c... A novel hybrid algorithm named ABC-BBO, which integrates artificial bee colony(ABC) algorithm with biogeography-based optimization(BBO) algorithm, is proposed to solve constrained mechanical design problems. ABC-BBO combined the exploration of ABC algorithm with the exploitation of BBO algorithm effectively, and hence it can generate the promising candidate individuals. The proposed hybrid algorithm speeds up the convergence and improves the algorithm's performance. Several benchmark test functions and mechanical design problems are applied to verifying the effects of these improvements and it is demonstrated that the performance of this proposed ABC-BBO is superior to or at least highly competitive with other population-based optimization approaches. 展开更多
关键词 artificial bee colony biogeography-based optimization constrained optimization mechanical design problem
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Chaotic Social Group Optimization for Structural Engineering Design Problems 被引量:1
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作者 Anima Naik 《Journal of Bionic Engineering》 SCIE EI CSCD 2023年第4期1852-1877,共26页
Till now,several novel metaheuristic algorithms are proposed for global search.But only specific algorithms have become popular or attracted researchers,who are efficient in solving global optimization problems as wel... Till now,several novel metaheuristic algorithms are proposed for global search.But only specific algorithms have become popular or attracted researchers,who are efficient in solving global optimization problems as well as real-world application problems.The Social Group Optimization(SGO)algorithm is a new metaheuristic bioinspired algorithm inspired by human social behavior that attracted researchers due to its simplicity and problem-solving capability.In this study,to deal with the problems of low accuracy and local convergence in SGO,the chaos theory is introduced into the evolutionary process of SGO.Since chaotic mapping has certainty,ergodicity,and stochastic property,by replacing the constant value of the self-introspection parameter with chaotic maps,the proposed chaotic social group optimization algorithm increases its convergence rate and resulting precision.The proposal chaotic SGO is validated through 13 benchmark functions and after that 9 structural engineering design problems have been solved.The simulated results have been noticed as competent with that of state-of-art algorithms regarding convergence quality and accuracy,which certifies that improved SGO with chaos is valid and feasible. 展开更多
关键词 CHAOS Bionic algorithm Constrained optimization SGO design problem
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A Comparative Study of Metaheuristic Optimization Algorithms for Solving Real-World Engineering Design Problems 被引量:1
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作者 Elif Varol Altay Osman Altay Yusuf Ovik 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第4期1039-1094,共56页
Real-world engineering design problems with complex objective functions under some constraints are relatively difficult problems to solve.Such design problems are widely experienced in many engineering fields,such as ... Real-world engineering design problems with complex objective functions under some constraints are relatively difficult problems to solve.Such design problems are widely experienced in many engineering fields,such as industry,automotive,construction,machinery,and interdisciplinary research.However,there are established optimization techniques that have shown effectiveness in addressing these types of issues.This research paper gives a comparative study of the implementation of seventeen new metaheuristic methods in order to optimize twelve distinct engineering design issues.The algorithms used in the study are listed as:transient search optimization(TSO),equilibrium optimizer(EO),grey wolf optimizer(GWO),moth-flame optimization(MFO),whale optimization algorithm(WOA),slimemould algorithm(SMA),harris hawks optimization(HHO),chimp optimization algorithm(COA),coot optimization algorithm(COOT),multi-verse optimization(MVO),arithmetic optimization algorithm(AOA),aquila optimizer(AO),sine cosine algorithm(SCA),smell agent optimization(SAO),and seagull optimization algorithm(SOA),pelican optimization algorithm(POA),and coati optimization algorithm(CA).As far as we know,there is no comparative analysis of recent and popular methods against the concrete conditions of real-world engineering problems.Hence,a remarkable research guideline is presented in the study for researchersworking in the fields of engineering and artificial intelligence,especiallywhen applying the optimization methods that have emerged recently.Future research can rely on this work for a literature search on comparisons of metaheuristic optimization methods in real-world problems under similar conditions. 展开更多
关键词 Metaheuristic optimization algorithms real-world engineering design problems multidisciplinary design optimization problems
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Hybrid Meta-Model Based Design Space Differentiation Method for Expensive Problems 被引量:1
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作者 Nianfei Gan Guangyao Li Jichao Gu 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2016年第2期120-132,共13页
In this work,a hybrid meta-model based design space differentiation(HMDSD)method is proposed for practical problems.In the proposed method,an iteratively reduced promising region is constructed using the expensive p... In this work,a hybrid meta-model based design space differentiation(HMDSD)method is proposed for practical problems.In the proposed method,an iteratively reduced promising region is constructed using the expensive points,with two different search strategies respectively applied inside and outside the promising region.Besides,the hybrid meta-model strategy applied in the search process makes it possible to solve the complex practical problems.Tested upon a serial of benchmark math functions,the HMDSD method shows great efficiency and search accuracy.On top of that,a practical lightweight design demonstrates its superior performance. 展开更多
关键词 hybrid meta-model design space differentiation expensive problems global optimization
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Designing Physics Problems with Mathematica 被引量:1
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作者 Haiduke Sarafian 《American Journal of Computational Mathematics》 2022年第2期191-196,共6页
We envision utilizing the versatility of a Computer Algebra System, specifically Mathematica to explore designing physics problems. As a focused project, we consider for instance a thermo-mechanical-physics problem sh... We envision utilizing the versatility of a Computer Algebra System, specifically Mathematica to explore designing physics problems. As a focused project, we consider for instance a thermo-mechanical-physics problem showing its development from the ground up. Following the objectives of this investigation first by applying the fundamentals of physics principles we solve the problem symbolically. Applying the solution we investigate the sensitivities of the quantities of interest for various scenarios generating feasible numeric parameters. Although a physics problem is investigated, the proposed methodology may as well be applied to other scientific fields. The codes needed for this particular project are included enabling the interested reader to duplicate the results, extend and modify them as needed to explore various extended scenarios. 展开更多
关键词 Thermo-Mechanical Physics designing Physics problems Computer Algebra System MATHEMATICA
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A Multi-strategy Improved Snake Optimizer Assisted with Population Crowding Analysis for Engineering Design Problems
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作者 Lei Peng Zhuoming Yuan +4 位作者 Guangming Dai Maocai Wang Jian Li Zhiming Song Xiaoyu Chen 《Journal of Bionic Engineering》 SCIE EI CSCD 2024年第3期1567-1591,共25页
Snake Optimizer(SO)is a novel Meta-heuristic Algorithm(MA)inspired by the mating behaviour of snakes,which has achieved success in global numerical optimization problems and practical engineering applications.However,... Snake Optimizer(SO)is a novel Meta-heuristic Algorithm(MA)inspired by the mating behaviour of snakes,which has achieved success in global numerical optimization problems and practical engineering applications.However,it also has certain drawbacks for the exploration stage and the egg hatch process,resulting in slow convergence speed and inferior solution quality.To address the above issues,a novel multi-strategy improved SO(MISO)with the assistance of population crowding analysis is proposed in this article.In the algorithm,a novel multi-strategy operator is designed for the exploration stage,which not only focuses on using the information of better performing individuals to improve the quality of solution,but also focuses on maintaining population diversity.To boost the efficiency of the egg hatch process,the multi-strategy egg hatch process is proposed to regenerate individuals according to the results of the population crowding analysis.In addition,a local search method is employed to further enhance the convergence speed and the local search capability.MISO is first compared with three sets of algorithms in the CEC2020 benchmark functions,including SO with its two recently discussed variants,ten advanced MAs,and six powerful CEC competition algorithms.The performance of MISO is then verified on five practical engineering design problems.The experimental results show that MISO provides a promising performance for the above optimization cases in terms of convergence speed and solution quality. 展开更多
关键词 Snake optimizer Multi-strategy Population crowding analysis Engineering design problem
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A Water Line Network Failure Application of Network Design Problems
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作者 Hiroaki Mohri Jun-ichi Takeshita 《Journal of Mathematics and System Science》 2015年第12期493-500,共8页
This study investigated a water supply recovery problem involving municipal water service piping. The problem consisted in recovering full service after network failure, in order to rapidly satisfy all urgent citywide... This study investigated a water supply recovery problem involving municipal water service piping. The problem consisted in recovering full service after network failure, in order to rapidly satisfy all urgent citywide demands. The optimal recovery solution was achieved through the application of so-called network design problems (NDPs), which are a form of combinatorial optimization problem. However, a conventional NDP is not suitable for addressing urgent situations because (1) it does not utilize the non-failure arcs in the network, and (2) it is solely concerned with stable costs such as flow costs. Therefore, to adapt the technique to such urgent situations, the conventional NDP is here modified to deal with the specified water supply problem. In addition, a numerical illustration using the Sendai water network is presented. 展开更多
关键词 Water supply recovery problem Network design problem Network failure Recovery and reconstruction plan Combinatorial optimization Risk assessment/management
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On Henig Regularization of Material Design Problems for Quasi-Linear p-Biharmonic Equation
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作者 Peter Kogut Günter Leugering Ralph Schiel 《Applied Mathematics》 2016年第14期1547-1570,共24页
We study a Dirichlet optimal design problem for a quasi-linear monotone p-biharmonic equation with control and state constraints. We take the coefficient of the p-biharmonic operator as a design variable in . In this ... We study a Dirichlet optimal design problem for a quasi-linear monotone p-biharmonic equation with control and state constraints. We take the coefficient of the p-biharmonic operator as a design variable in . In this article, we discuss the relaxation of such problem. 展开更多
关键词 p-Biharmonic problem Optimal design RELAXATION Henig Dilating Cone Existence Result
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Analysis and Countermeasures of Common Problems in Civil HVAC Design
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作者 LIYue 《外文科技期刊数据库(文摘版)工程技术》 2022年第9期032-035,共4页
With the continuous improvement of social and economic construction level, people put forward higher requirements for the internal environment of buildings. Usually, industrial buildings pay more attention to technolo... With the continuous improvement of social and economic construction level, people put forward higher requirements for the internal environment of buildings. Usually, industrial buildings pay more attention to technological requirements, while civil buildings pay more attention to comfort. On the premise of ensuring a healthy and comfortable working and living environment, they should also meet the requirements of energy conservation and fire protection. The current national standard "Code for Design of Heating, Ventilation and Air Conditioning of Civil Buildings" (GB50736) and other relevant codes have made relevant provisions on indoor and outdoor design parameters and fresh air volume. Based on this, the problems of heating system design, fresh air system and ventilation design are discussed. 展开更多
关键词 civil architecture HVAC design problems SOLUTIONS
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Analysis of the Problems Existing in the Construction Drawing Design of Engineering Structure and Suggestions for Improvement
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作者 HOUXu 《外文科技期刊数据库(文摘版)工程技术》 2022年第9期036-039,共4页
The design quality of construction drawing of building structure is an important basis of engineering construction quality, which can fully reflect the design concept. Any problems existing in the design of constructi... The design quality of construction drawing of building structure is an important basis of engineering construction quality, which can fully reflect the design concept. Any problems existing in the design of construction drawing will affect the safety of building. At the same time, the design of construction drawing has certain technical content, which reflects the architects grasp of the scheme and the ability to apply technology. Therefore, in order to conscientiously implement the relevant regulations of national architectural design and improve the design quality of structural construction drawings, this paper analyzes the problems existing in the design of structural construction drawings of architectural engineering, and puts forward some improvement suggestions for reference by structural construction drawing designers. 展开更多
关键词 construction engineering structural construction drawing design problems suggestions for improvement
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Inverse Eigenvalue Problem in Structural Dynamics Design
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作者 Huiqing Xie Hua Dai 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2006年第2期97-106,共10页
A kind of inverse eigenvalue problem in structural dynamics design is considered. The problem is formulated as an optimization problem. The properties of this problem are analyzed, and the existence of the optimum sol... A kind of inverse eigenvalue problem in structural dynamics design is considered. The problem is formulated as an optimization problem. The properties of this problem are analyzed, and the existence of the optimum solution is proved. The directional derivative of the objective function is obtained and a necessary condition for a point to be a local minimum point is given. Then a numerical algorithm for solving the problem is presented and a plane-truss problem is discussed to show the applications of the theories and the algorithm. 展开更多
关键词 特征值 逆问题 数值方法 结构设计 动力学
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Assessment of a Proposed Software Design for the Solution of Multi-Phase Mechanics Problems on Networked Laptops
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作者 Richard Harris Thomas Impelluso 《Intelligent Information Management》 2010年第7期391-397,共7页
This paper presents the design of a computational software system that enables solutions of multi-phase and multi-scale problems in mechanics. It demonstrated how mechanicians can design “process-driven” software sy... This paper presents the design of a computational software system that enables solutions of multi-phase and multi-scale problems in mechanics. It demonstrated how mechanicians can design “process-driven” software systems directly, and that such efforts are more suitable in solving multi-phase or multi-scale problems, rather than utilizing the “data-driven” approaches of legacy network systems. Specifically, this paper demonstrates how this approach can be used to solve problems in flexible dynamics. Then it suggests a view of mechanics algorithms as ‘state equilibrium’ enforcers residing as servers, rather than as computer programs that solve field equations. It puts forth the need for identical input/output files to ensure widespread deployment on laptops. Then it presents an assessment of the laptop platform. A software system such as the one presented here can also be used to supply virtual environments, animations and entertainment/education software with physics. 展开更多
关键词 SOFTWARE design MULTI-PHASE MECHANICS problemS NETWORKED LAPTOPS
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基于先进增材制造技术的微小无人机设计与实现
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作者 李振松 王家康 王亚飞 《科技创新与应用》 2026年第6期47-50,54,共5页
针对新工科建设和工程教育专业认证对创新实践能力和解决复杂工程问题能力培养的需要,设计并开发微小无人机设计与实现项目。采用液态金属直写成型法制备无人机飞控电路板,采用熔融堆积成型法3D打印技术加工制作无人机机架与外壳,利用... 针对新工科建设和工程教育专业认证对创新实践能力和解决复杂工程问题能力培养的需要,设计并开发微小无人机设计与实现项目。采用液态金属直写成型法制备无人机飞控电路板,采用熔融堆积成型法3D打印技术加工制作无人机机架与外壳,利用开源飞控程序移植和开发应用,实现四旋翼微小无人机硬件制作、软件开发和系统集成。该项目综合运用先进增材制造技术、无人机技术、电路设计和机械设计技术等多学科技术知识开展项目研究,培养学生的工程思维和解决复杂工程问题的能力及创新实践能力。具有较好的推广价值,可用于通信电子类专业高年级综合实践课程。 展开更多
关键词 无人机 增材制造技术 电路设计 复杂工程问题 实践教学
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NB/T 11671-2024要点解读及抽水蓄能电站泥沙设计标准化工作历程
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作者 高洁 岳蕾 +1 位作者 王珏 朱方亮 《中国标准化》 2026年第3期184-188,共5页
抽水蓄能电站与常规水电站相比,具有水头较高、库容较小、运行频繁等特点。抽水蓄能电站的工程泥沙问题直接影响机组运行、枢纽布置和有效库容。本文系统回顾了20世纪90年代以来水电工程泥沙设计和自21世纪初开展的抽水蓄能电站设计标... 抽水蓄能电站与常规水电站相比,具有水头较高、库容较小、运行频繁等特点。抽水蓄能电站的工程泥沙问题直接影响机组运行、枢纽布置和有效库容。本文系统回顾了20世纪90年代以来水电工程泥沙设计和自21世纪初开展的抽水蓄能电站设计标准化工作,分析了抽水蓄能电站工程泥沙的特点、学术研究热点和工程实践处理方法,梳理了抽水蓄能电站技术标准体系研究历程,并介绍了NB/T 11671-2024《抽水蓄能电站泥沙设计导则》的立项背景及主要内容。《抽水蓄能电站泥沙设计导则》作为指导抽水蓄能行业泥沙设计的首部标准,对于抽水蓄能电站这一当前日益重要的灵活调节电源的功能效益发挥、长效安全运行具有重要意义。 展开更多
关键词 泥沙设计 抽水蓄能电站 水电工程泥沙问题
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基于“知识融合+能力培养”的程序设计类课程教学模式改革研究
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作者 邓泽林 黄园媛 罗奕 《计算机教育》 2026年第2期202-206,共5页
针对传统程序设计类课程中存在的知识学习与能力培养体系化设计不强的问题,提出程序设计类课程“知识融合+能力培养”的教学改革方案,通过构造高挑战度的实践案例库,并将案例库融入程序设计类课程中,形成知识和能力高度融合的培养体系,... 针对传统程序设计类课程中存在的知识学习与能力培养体系化设计不强的问题,提出程序设计类课程“知识融合+能力培养”的教学改革方案,通过构造高挑战度的实践案例库,并将案例库融入程序设计类课程中,形成知识和能力高度融合的培养体系,同时,设计“问题分析→方案研讨→建模优化→问题求解→总结提升”的能力培养机制,确保学生关键能力的达成。近3年的学生CSP认证成绩和学科竞赛成果说明教学改革有效培养了学生的问题求解能力。 展开更多
关键词 程序设计类课程 知识融合 能力培养 复杂问题
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基于3C3R问题设计模型的血糖平衡调节教学设计
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作者 黎兴 司茹兰 《生物学教学》 北大核心 2026年第1期41-44,共4页
以3C3R模型的问题设计理念划分出内容性、情境性、联系性、探究性、推理性、反思性等六类问题,并通过这六类问题以血糖平衡调节教学为例,以问题链形式组织教学内容,驱动学生完成模型建构各环节任务,开展高中生物学教学实践。该教学方式... 以3C3R模型的问题设计理念划分出内容性、情境性、联系性、探究性、推理性、反思性等六类问题,并通过这六类问题以血糖平衡调节教学为例,以问题链形式组织教学内容,驱动学生完成模型建构各环节任务,开展高中生物学教学实践。该教学方式能有效引导学生构建、完善血糖平衡调节模型,发展科学思维,培养解决实际问题能力。 展开更多
关键词 模型建构 问题设计 血糖平衡 高中生物学
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