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A RECOGNITION PROBLEM IN CONVERTING LINEAR PROGRAMMING TO NETWORK FLOW MODELS 被引量:1
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作者 林诒勋 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 1993年第1期76-85,共10页
The main goal of this paper is to study the following combinatorial problem : given a finite set E = (e1, e2, ...,em} and a subset family a - [S1,S2, ... ,Sk} of E , does there exist a tree T with the edge set E such ... The main goal of this paper is to study the following combinatorial problem : given a finite set E = (e1, e2, ...,em} and a subset family a - [S1,S2, ... ,Sk} of E , does there exist a tree T with the edge set E such that each induced subgraph T[Si] of Si is precisely a path (1≤i≤k) ? 展开更多
关键词 Linear programming Network flow Polygon-matrix SEQUENCING Tree.
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Tri-level programming model for combined urban traffic signal control and traffic flow guidance 被引量:2
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作者 SUN Zhi-yuan LU Hua-pu QU Wen-cong 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2443-2452,共10页
In order to balance the temporal-spatial distribution of urban traffic flow, a model is established for combined urban traffic signal control and traffic flow guidance. With consideration of the wide use of fixed sign... In order to balance the temporal-spatial distribution of urban traffic flow, a model is established for combined urban traffic signal control and traffic flow guidance. With consideration of the wide use of fixed signal control at intersections, traffic assignment under traffic flow guidance, and dynamic characteristics of urban traffic management, a tri-level programming model is presented. To reflect the impact of intersection delay on traffic assignment, the lower level model is set as a modified user equilibrium model. The middle level model, which contains several definitional constraints for different phase modes, is built for the traffic signal control optimization. To solve the problem of tide lane management, the upper level model is built up based on nonlinear 0-1 integer programming. A heuristic iterative optimization algorithm(HIOA) is set up to solve the tri-level programming model. The lower level model is solved by method of successive averages(MSA), the middle level model is solved by non-dominated sorting genetic algorithm II(NSGA II), and the upper level model is solved by genetic algorithm(GA). A case study is raised to show the efficiency and applicability of the proposed modelling and computing method. 展开更多
关键词 traffic engineering traffic signal control traffic flow guidance tri-level programming model
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Application of Hospital Examination Flow Chart in Improving the Quality of Nursing Service for Elderly Patients
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作者 XING Qijia WANG Xianyan +2 位作者 LIAO Wanjun WU Ting YAO Ting 《外文科技期刊数据库(文摘版)医药卫生》 2021年第7期101-103,共5页
Objective: to evaluate the application effect of hospital examination flow chart in improving the quality of nursing service for elderly patients. Methods: from August 2020 to January 2021, the hospital developed a fl... Objective: to evaluate the application effect of hospital examination flow chart in improving the quality of nursing service for elderly patients. Methods: from August 2020 to January 2021, the hospital developed a flowchart of in-hospital examination for elderly patients, and included 81 elderly patients undergoing medical examination during this period into the experiment as the research object (experimental group), and then took 81 elderly patients from February 2020 to July 2020 as the reference object (control group). After obtaining the consent of the patients and their families, the clinical information was analyzed and counted, and the graph was continuously drawn during the experiment. During this period, the nursing satisfaction of patients and their families was investigated and counted, and the total examination time, waiting time and the incidence of medical disputes were compared. Results: compared with the control group, the nursing satisfaction of the experimental group was 92.59%, which was significantly better than the control group, and the difference was statistically significant (P < 0.05);The total examination time, waiting time and the incidence of medical disputes between the two groups were compared, and the values of the control group were significantly worse, with statistical significance (P < 0.05). Conclusion: drawing the hospital examination flow chart helps to improve the cooperation of elderly patients, make the examination process faster, reduce the waiting time of patients, shorten the overall examination time, significantly improve the nursing satisfaction of patients and their families, increase the tacit understanding of medical staff and reduce the occurrence of medical disputes, which is worthy of clinical promotion and practice. 展开更多
关键词 hospital examination flow chart elderly patients quality of nursing service
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Evaluation of Integer Programming Solvers to Improve the Efficiency of Individual Work Planning
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作者 Keiichi Takahashi 《Open Journal of Modelling and Simulation》 2025年第1期51-64,共14页
This study proposes a novel approach to optimizing individual work schedules for book digitization using mixed-integer programming (MIP). By leveraging the power of MIP solvers, we aimed to minimize the overall digiti... This study proposes a novel approach to optimizing individual work schedules for book digitization using mixed-integer programming (MIP). By leveraging the power of MIP solvers, we aimed to minimize the overall digitization time while considering various constraints and process dependencies. The book digitization process involves three key steps: cutting, scanning, and binding. Each step has specific requirements and limitations such as the number of pages that can be processed simultaneously and potential bottlenecks. To address these complexities, we formulate the problem as a one-machine job shop scheduling problem with additional constraints to capture the unique characteristics of book digitization. We conducted a series of experiments to evaluate the performance of our proposed approach. By comparing the optimized schedules with the baseline approach, we demonstrated significant reductions in the overall processing time. In addition, we analyzed the impact of different weighting schemes on the optimization results, highlighting the importance of identifying and prioritizing critical processes. Our findings suggest that MIP-based optimization can be a valuable tool for improving the efficiency of individual work schedules, even in seemingly simple tasks, such as book digitization. By carefully considering specific constraints and objectives, we can save time and leverage resources by carefully considering specific constraints and objectives. 展开更多
关键词 Mixed Integer programming Scheduling Optimization Work Planning Book Scanning Gantt chart
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Flow Cytometric Evidence for Hydroxyl Radical-induced Apoptosis in Tobacco Protoplasts 被引量:4
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作者 雷晓勇 廖旭东 +1 位作者 张贵友 戴尧仁 《Acta Botanica Sinica》 CSCD 2003年第8期944-948,共5页
Protoplasts prepared from tobacco (Nicotiana tabacum L., cultivar BY-2) suspension cells have similar morphological characteristics to those in animal cells. The hallmarks of apoptosis such as condensation and periphe... Protoplasts prepared from tobacco (Nicotiana tabacum L., cultivar BY-2) suspension cells have similar morphological characteristics to those in animal cells. The hallmarks of apoptosis such as condensation and peripheral distribution of nuclei, TUNEL positive reaction, and DNA ladders were observed when tobacco protoplasts were treated with the hydroxyl radical generating system (1.0 mmol/L FeSO4/0.5 mmol/L H2O2). In animals, the loss of transmembrane potential (DeltaPsi(m)) and the exposure of phospholipid phosphatidylserine (PS) are believed to be the main apoptosis events. To test whether these significant processes take place in plants, flow cytometry was used to detect annexin V binding and changes in DeltaPsi(m). Results showed that the PS turned out from inner membrane and DeltaPsi(m) gradually decreased during the apoptosis. All these apoptotic characteristics proved that hydroxyl radicals can cause typical programmed cell death (PCD) in tobacco protoplasts and this design can be served as an effective experiment system to explore the mechanism of plant apoptosis. 展开更多
关键词 tobacco protoplasts flow cytometry APOPTOSIS programmed cell death (PCD) hydroxyl radicals
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基于Return-Oriented Programming的程序攻击与防护 被引量:6
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作者 黄志军 郑滔 《计算机科学》 CSCD 北大核心 2012年第B06期1-5,23,共6页
随着W⊕X等技术的引入,传统的代码注入攻击几乎被消除,return-to-lib攻击受到很大程度的抑制。在此背景下,Hovav Shacham提出了Return-Oriented Programming(ROP)的思想,该思想基于栈溢出的原理,通过使用程序库中有效的以ret指令结尾的... 随着W⊕X等技术的引入,传统的代码注入攻击几乎被消除,return-to-lib攻击受到很大程度的抑制。在此背景下,Hovav Shacham提出了Return-Oriented Programming(ROP)的思想,该思想基于栈溢出的原理,通过使用程序库中有效的以ret指令结尾的短指令序列构建gadget集合,使之具有图灵完备特性,来完成计算和攻击。讲述ROP思想自提出以来的一些研究成果和其实际的攻击能力,阐述ROP自动化的当前成果与未来可能的发展方向,进而分析和预测ROP自动化的下一步的研究方向。同时,也将从ROP的几个特征分析消除这种攻击的策略和方法,并介绍目前已有的防护思想和成果,论述这些方法的优缺点和改进方向。综合阐述ROP攻击与ROP防护这一矛与盾的问题,力争使读者理解ROP的思想,知悉当前的发展状态,并在此基础上能够进一步推进ROP攻击及其防范的研究。 展开更多
关键词 ROP 程序自动化 地址随机化 栈溢出 程序控制流 程序安全
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不确定条件下的零等待Flow shop生产调度问题 被引量:3
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作者 郑璐 顾幸生 《华东理工大学学报(自然科学版)》 CAS CSCD 北大核心 2004年第2期188-193,198,共7页
研究了处理时间不确定条件下,含零等待模块的模糊Flowshop生产调度问题;采用三角模糊数描述处理时间的不确定性,用零等待策略对加工过程进行约束,建立了基于模糊规划理论的零等待Flowshop调度模型,通过中间值最大隶属度的方法,将原有的... 研究了处理时间不确定条件下,含零等待模块的模糊Flowshop生产调度问题;采用三角模糊数描述处理时间的不确定性,用零等待策略对加工过程进行约束,建立了基于模糊规划理论的零等待Flowshop调度模型,通过中间值最大隶属度的方法,将原有的模糊调度模型转化为清晰的调度模型;最后应用改进的模拟退火算法对模型进行仿真优化,制定了适用于实际排产过程中的GANTT图,仿真结果说明了调度模型的正确性和改进算法的有效性。 展开更多
关键词 不确定性 flow shop生产调度 零等待 模糊优化 模拟退火
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Approach to evaluating exception handling of programs
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作者 姜淑娟 徐宝文 《Journal of Southeast University(English Edition)》 EI CAS 2007年第4期524-528,共5页
To solve the problems that the exception handling code is hard to test and maintain and that it affects the robustness and reliability of software, a method for evaluating the exception handling of programs is present... To solve the problems that the exception handling code is hard to test and maintain and that it affects the robustness and reliability of software, a method for evaluating the exception handling of programs is presented. The exception propagation graph (EPG) that describes the large programs with exception handling constructs is proposed by simplifying the control flow graph and it is applied to a case to verify its validity. According to the EPG, the exception handling code that never executes is identified; the points that are the most critical to controlling exception propagation are found; and the irrational exception handling code is corrected. The constructing algorithm for the EPG is given; thus, this provides a basis for automatically constructing the EPG and automatically correcting the irrational exception handling code. 展开更多
关键词 software robustness exception handling exception propagation evaluating program control flow graph
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柔性Flow Shop调度问题的研究现状及发展趋势 被引量:1
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作者 王莉 朱晶 《鞍山师范学院学报》 2002年第1期9-13,共5页
许多实际生产环境如石油、化工、钢铁等流程工业都是柔性FlowShop环境 .文中对柔性FlowShop调度问题的研究现状进行了评述 。
关键词 柔性flowShop 调度 数学规划 启发式算法 发展趋势 工艺流程 生产环境
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THE APPLICATION OF THE BRANCH AND BOUND METHOD FOR DETERMINING THE MINIMUM FLOW OF A TRANSPORT NETWORK
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作者 宁宣熙 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1996年第2期45+41-44,共5页
Blockage is a kind of phenomenon frequently occurred in a transport network, in which the human beings are the moving subjects. The minimum flow of a network defined in this paper means the maximum flow quantity throu... Blockage is a kind of phenomenon frequently occurred in a transport network, in which the human beings are the moving subjects. The minimum flow of a network defined in this paper means the maximum flow quantity through the network in the seriously blocked situation. It is an important parameter in designing and operating a transport network, especially in an emergency evacuation network. A branch and bound method is presented to solve the minimum flow problem on the basis of the blocking flow theory and the algorithm and its application are illustrated by examples. 展开更多
关键词 network flow graph theory network programming minimum flow blocking flow
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RESEARCH ON THE BLOCKING FLOW IN A TRANSPORTATION NETWORK──THE GENERAL CONCEPTS AND THEORY OF THE BLOCKING FLOW 被引量:4
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作者 Ning Xuanxi (Industry and Business College,NUAA 29 Yudao Street,Nanjing 210016,P.R.China) 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1994年第2期215-223,共9页
Blockage is a kind of phenomenon occurring frequently in modern transportation network. This paper deals with the research work on the blocking now in a network with the help of network flow theory. The blockage pheno... Blockage is a kind of phenomenon occurring frequently in modern transportation network. This paper deals with the research work on the blocking now in a network with the help of network flow theory. The blockage phenomena can be divided intO local blockage and network blockage. In this paper, which deals mainly with the latter, the fundamental concepts and definitions of network blocking flow, blocking outset are presented and the related theorems are proved. It is proved that the sufficient and necessary condition for the emergence of a blocking now in a network is the existence of the blocking outset. The necessary conditions for the existence of the blocking outset in a network are analysed and the characteristic cutset of blockage which reflects the all possible situation of blocking nows in the network is defined.In the last part of the paper the mathematical model of the minimum blocking now is developed and the solution to a small network is given. 展开更多
关键词 NETWORK flow NETWORK graph THEORY NETWORK now programMING BLOCKING flow
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How does the motor relearning program improve neurological function of brain ischemia monkeys? 被引量:9
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作者 Yong Yin Zhen Gu +7 位作者 Lei Pan Lu Gan Dongdong Qin Bo Yang Jin Guo Xintian Hu Tinghua Wang Zhongtang Feng 《Neural Regeneration Research》 SCIE CAS CSCD 2013年第16期1445-1454,共10页
The motor relearning program can significantly improve various functional disturbance induced by ischemic cerebrovascular diseases. However, its mechanism of action remains poorly understood. In injured brain tissues,... The motor relearning program can significantly improve various functional disturbance induced by ischemic cerebrovascular diseases. However, its mechanism of action remains poorly understood. In injured brain tissues, glial fibrillary acidic protein and neurofilament protein changes can reflect the condition of injured neurons and astrocytes, while vascular endothelial growth factor and basic fibroblast growth factor changes can indicate angiogenesis. In the present study, we induced ischemic brain injury in the rhesus macaque by electrocoagulation of the M1 segment of the right middle cerebral artery. The motor relearning program was conducted for 60 days from the third day after model establishment. Immunohistochemistry and single-photon emission CT showed that the numbers of glial fibrillary acidic protein-, neurofilament protein-, vascular endothelial growth factor- and basic fibroblast growth factor-positive cells were significantly increased in the infarcted side compared with the contralateral hemisphere following the motor relearning program. Moreover, cerebral blood flow in the infarcted side was significantly improved. The clinical rating scale for stroke was used to assess neurological function changes in the rhesus macaque following the motor relearning program. Results showed that motor function was improved, and problems with consciousness, self-care ability and balance function were significantly ameliorated. These findings indicate that the motor relearning program significantly promoted neuronal regeneration, repair and angiogenesis in the surroundings of the infarcted hemisphere, and improve neurological function in the rhesus macaque following brain ischemia. 展开更多
关键词 neural regeneration brain injury STROKE motor relearning program rhesus macaque brainischemia animal model neurological function neurotrophic factor single-photon emission CT cerebral blood flow grants-supported paper NEUROREGENERATION
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Urine Flow Acceleration Is Superior to Qmax in Diagnosing BOO in Patients with BPH 被引量:3
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作者 文建国 崔林刚 +5 位作者 李一冬 尚小平 朱文 张瑞莉 孟庆军 张胜军 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2013年第4期563-566,共4页
Summary: We performed a retrospective, case-control study to evaluate whether the urine flow acceleration (UFA, mL/s2) is superior to maximum uroflow (Qmax, mL/s) in diagnosing bladder outlet obstruction (BOO) ... Summary: We performed a retrospective, case-control study to evaluate whether the urine flow acceleration (UFA, mL/s2) is superior to maximum uroflow (Qmax, mL/s) in diagnosing bladder outlet obstruction (BOO) in patients with benign prostatic hyperplasia (BPH). In this study, a total of 50 men with BPH (age: 58±12.5 years) and 50 controls (age: 59±13.0 years) were included. A pressure-flow study was used to determine the presence of BOO according to the recommendations of Incontinence Control Society (ICS). The results showed that the UFA and Qmax in BPH group were much lower than those in the control group [(2.05±0.85) vs. (4.60±1.25) mL/s2 and (8.50±1.05) vs. (13.00±3.35) mL/s] (P〈0.001). Accol;ding to the criteria (UFA〈2.05 mL/s2, Qmax〈10 mL/s), the sensitivity and specificity of UFA vs. Qmax in diagnosing BOO were 88%, 75% vs. 81%, 63%. UFA vs. Omax, when compared with the results of P-Q chart (the kappa values in corresponding analysis), was 0.55 vs. 0.35. The pros- tate volume, post void residual and detrusor pressure at Qmax between the two groups were 28.6±9.8 vs. 24.2±7.6 mL, 60.4±1.4 vs. 21.3±2.5 mL and 56.6±8.3 vs. 21.7±6.1 cmHzO, respectively (P〈0.05). It was concluded that the UFA is a useful urodynamic parameter, and is superior to Qmax in diagnosing BOO in patients with BPH. 展开更多
关键词 benign prostate hyperplasia (BPH) bladder outlet obstruction (BOO) urine flow accelera-tion (UFA) Qmax P-Q chart
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Optimization model of truck flow at open-pit mines and standards for feasibility test 被引量:2
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作者 YingZhang YongZhao QiweiLu WenliXu 《Journal of University of Science and Technology Beijing》 CSCD 2004年第5期389-393,共5页
In order to increase production efficiency at open-pit mines, on the basis oflinear programming, a practical mathematical model for optimizing truck flow was developed, whichimproved the traditional fixed manual sched... In order to increase production efficiency at open-pit mines, on the basis oflinear programming, a practical mathematical model for optimizing truck flow was developed, whichimproved the traditional fixed manual schedule method. The model has advantages from linearprogramming and objective programming, makes most handling points working at full capacity and keepsan optimized ratio between trucks and excavators. For ensuring feasibility of the model inpractical production, four standards for feasibility test were proposed. The model satisfied all thestandards. The application in a large scale open-pit iron mine indicated that the model reduced thenumber of required trucks by 10 percent compared with the fixed manual schedule method. 展开更多
关键词 open-pit mine truck flow linear programming mathematical model FEASIBILITY
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移动信道Markov模型的Stateflow仿真技术
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作者 吴雪梅 张延华 +2 位作者 朱杰 丁海洋 毛锐 《中国电子科学研究院学报》 2006年第4期328-331,共4页
针对具有长突发误码特性的无线信道特征,根据移动通信系统的仿真要求,基于简单分群马尔科夫(Markov)信道模型,提出了利用stateflow技术的信道仿真方法,并生成移动信道的差错序列。仿真结果表明,该信道模型能够有效地描述无线移动信道的... 针对具有长突发误码特性的无线信道特征,根据移动通信系统的仿真要求,基于简单分群马尔科夫(Markov)信道模型,提出了利用stateflow技术的信道仿真方法,并生成移动信道的差错序列。仿真结果表明,该信道模型能够有效地描述无线移动信道的统计特性,并具有可视化、流程化和层次化的特点,在无线移动通信系统的软件仿真中具有实用性。 展开更多
关键词 移动信道 MARKOV模型 长突发误码 STATEflow 状态转移图
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Sustainable Multi-Objective Multi-Reservoir Optimization Considering Environmental Flow 被引量:1
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作者 Pushpak D. Dabhade Dattatray G. Regulwar 《Journal of Water Resource and Protection》 2021年第12期945-956,共12页
Increasing demand for water from all sectors presents a challenge for policy makers to improve water allocation policies for storage reservoirs. In addition, there are many other organisms and species present in river... Increasing demand for water from all sectors presents a challenge for policy makers to improve water allocation policies for storage reservoirs. In addition, there are many other organisms and species present in river waters that also require water for their survival. Due to the lack of awareness many times the minimum required quantity and quality of water for river ecosystem is not made available at downstream of storage reservoirs. So, a sustainable approach is required in reservoir operations to maintain the river ecosystem with environmental flow while meeting the other demands. Multi-objective, multi-reservoir operation model developed with Python programming using Fuzzy Linear Programing method incorporating environmental flow requirement of river is presented in this paper. Objective of maximization of irrigation release is considered for first run. In second run maximization of releases for hydropower generation is considered as objective. Further both objectives are fuzzified by incorporating linear membership function and solved to maximize fuzzified objective function simultaneously by maximizing satisfaction level indicator (λ). The optimal reservoir operation policy is presented considering constraints including Irrigation release, Turbine release, Reservoir storage, Environmental flow release and hydrologic continuity. Model applied for multi-reservoir system consists of four reservoirs, i.e., Jayakwadi Stage-I Reservoir (R1), Jayakwadi Stage-II Reservoir (R2), Yeldari Reservoir (R3), Siddheshwar Reservoir (R4) in Godavari River sub-basin from Marathwada region of Maharashtra State, India. 展开更多
关键词 OPTIMIZATION Multi-Objective Analysis MULTI-RESERVOIR Reservoir Operation Environmental flow Linear programming Fuzzy Logic
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Asymptotically Optimal Scenario Analysis and Wait-and-See Model for Optimal Power Flow With Wind Power 被引量:27
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作者 LI Jinghua WEI Hua MO Dong 《中国电机工程学报》 EI CSCD 北大核心 2012年第22期I0003-I0003,共1页
精确模拟风功率分布的场景,有效求解反映风电随机性的最优潮流模型,对大规模风电并网的经济调度、质量控制及安全运行均具有重要意义。引入风电随机变量,建立最优潮流的"wait-and-see"(WS-OPF)模型;采用优于其他指标的瓦瑟斯坦(Was... 精确模拟风功率分布的场景,有效求解反映风电随机性的最优潮流模型,对大规模风电并网的经济调度、质量控制及安全运行均具有重要意义。引入风电随机变量,建立最优潮流的"wait-and-see"(WS-OPF)模型;采用优于其他指标的瓦瑟斯坦(Wasserstein)距离为衡量指标,形成与风功率概率分布最优近似的场景模型,生成渐近最优场景,获得潮流分布及机组最优出力等指导调度安全经济运行的重要信息。最后,以IEEE 30和IEEE 300系统为例,对比各种距离指标的模拟精度,验证Wasserstein距离的优良性;同时,与不考虑风电随机性的模型相比,WS-OPF模型能更好地模拟风功率随机特性,提供与实际发生的风功率相近的调度方案,从而合理地规避风电接入电网的风险,提高风电的消纳能力。 展开更多
关键词 优化调度模型 渐近最优 最优潮流 风电 随机变量 电力系统
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An analysis method of injection and production dynamic transient flow in a gas field storage facility 被引量:1
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作者 WANG Jieming LI Chun +4 位作者 SUN Junchang TANG Ligen ZHONG Rong LIU Xianshan ZHENG Shaojing 《Petroleum Exploration and Development》 CSCD 2022年第1期179-190,共12页
A dynamic transient flow analysis method considering complex factors such as the cyclic injection and production history in a gas field storage facility was established in view of the limitations of the existing metho... A dynamic transient flow analysis method considering complex factors such as the cyclic injection and production history in a gas field storage facility was established in view of the limitations of the existing methods for transient flow analysis and the characteristics of the injection-production operation of strongly heterogeneous gas reservoirs, and the corresponding theoretical charts were drawn. In addition, an injection-production dynamic transient flow analysis model named "three points and two stages" suitable for an underground gas storage(UGS) well with alternate working conditions was proposed. The "three points" refer to three time points during cyclic injection and production, namely, the starting point of gas injection for UGS construction, the beginning and ending points of the injection-production analysis stage;and the "two stages" refer to historical flow stage and injection-production analysis stage. The study shows that the dimensionless pseudo-pressure and dimensionless pseudo-pressure integral curves of UGS well flex downward in the early stage of the injection and production process, and the dimensionless pseudo-pressure integral derivative curve is convex during the gas production period and concave during the gas injection period, and the curves under different flow histories have atypical features. The new method present in this paper can analyze transient flow of UGS accurately. The application of this method to typical wells in Hutubi gas storage shows that the new method can fit the pressure history accurately, and obtain reliable parameters and results. 展开更多
关键词 gas field storage facility injection and production performance alternate working conditions transient flow analysis theoretical chart
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基于Ajax技术的ECharts实时图形报表实现 被引量:10
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作者 王菲露 李军 +2 位作者 宋杨 胡勇 陈玉峰 《黑龙江工业学院学报(综合版)》 2019年第12期79-83,共5页
基于Ajax技术、采用异步交互方法实现了ECharts饼形图与柱形图的实时刷新。该动态数据实时刷新技术充分结合了Ajax技术和ECharts技术的特性,实现了前端页面的实时刷新无等待。同时以ECharts为主体形成的图表呈现效果清晰直观,提高了人... 基于Ajax技术、采用异步交互方法实现了ECharts饼形图与柱形图的实时刷新。该动态数据实时刷新技术充分结合了Ajax技术和ECharts技术的特性,实现了前端页面的实时刷新无等待。同时以ECharts为主体形成的图表呈现效果清晰直观,提高了人机交互水平,拥有很好的用户体验。与传统Web应用相比较结果表明,Ajax技术的异步交互方法在软件开发过程中有更好的应用价值和开发意义。 展开更多
关键词 AJAX Echarts WEB MVC开发模式 请求流程
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