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Multiobjective optimal dispatch of microgrid based on analytic hierarchy process and quantum particle swarm optimization 被引量:7
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作者 Yuxin Zhao Xiaotong Song +1 位作者 Fei Wang Dawei Cui 《Global Energy Interconnection》 CAS 2020年第6期562-570,共9页
Owing to the rapid development of microgrids(MGs)and growing applications of renewable energy resources,multiobjective optimal dispatch of MGs need to be studied in detail.In this study,a multiobjective optimal dispat... Owing to the rapid development of microgrids(MGs)and growing applications of renewable energy resources,multiobjective optimal dispatch of MGs need to be studied in detail.In this study,a multiobjective optimal dispatch model is developed for a standalone MG composed of wind turbines,photovoltaics,diesel engine unit,load,and battery energy storage system.The economic cost,environmental concerns,and power supply consistency are expressed via subobjectives with varying priorities.Then,the analytic hierarchy process algorithm is employed to reasonably specify the weight coefficients of the subobjectives.The quantum particle swarm optimization algorithm is thereafter employed as a solution to achieve optimal dispatch of the MG.Finally,the validity of the proposed model and solution methodology are con firmed by case studies.This study provides refere nee for mathematical model of multiojective optimizati on of MG and can be widely used in current research field. 展开更多
关键词 analytic hierarchy process(ahp) Quantum particle swarm optimization(QPSO) Multiobjective optimal dispatch Microgrid.
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基于AHP-CRITIC的D-最优混料设计优化金银花泡腾片配方
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作者 王岚 王梦莹 +1 位作者 王丽敏 聂卉 《食品研究与开发》 CAS 2024年第15期132-137,共6页
以金银花粉为主要原料,采用D-最优混料设计对金银花泡腾片混料进行优选,计算金银花泡腾片相关指标权重系数并对其进行综合评价。以金银花泡腾片的崩解时限、起泡性、感官评价作为评价指标,采用基于主观的层次分析(analytic hierarchy pr... 以金银花粉为主要原料,采用D-最优混料设计对金银花泡腾片混料进行优选,计算金银花泡腾片相关指标权重系数并对其进行综合评价。以金银花泡腾片的崩解时限、起泡性、感官评价作为评价指标,采用基于主观的层次分析(analytic hierarchy process,AHP)法、基于指标相关性的指标权重分析(criteria importance through intercriteria correlation,CRITIC)法和AHP-CRITIC复合加权法,通过计算指标的权重系数,分析比较单一和复合的赋权法结果,并利用傅里叶变换红外光谱(Fourier transform infrared spectroscopy,FTIR)对D-最优混料设计优化金银花泡腾片进行结构表征。结果表明,以AHP-CRITIC复合加权法得到的金银花泡腾片,崩解时限、起泡性和感官评分的复合权重系数分别是0.261、0.227和0.512;经D-最优混料设计优化得到的最优金银花泡腾片配方为金银花浸膏粉含量为23.40%、乳糖含量为34.40%、崩解剂含量为37.20%、聚乙二醇6000(polyethylene glycol 6000,PEG6000)含量为5%;通过红外光谱图发现金银花泡腾片中多酚与绿原酸等有效成分存在。 展开更多
关键词 金银花泡腾片 D-最优混料设计 层次分析(analytic hierarchy process ahp)法 基于指标相关性的指标权重分析(criteria importance through intercriteria correlation CRITIC)法 ahp-CRITIC复合加权法
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Sustainable development of coal cities in Heilongjiang province based on AHP method 被引量:7
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作者 Zhang Yupu Sun Yongbo Qin Jiangbo 《International Journal of Mining Science and Technology》 2012年第1期133-137,共5页
The sustainable development of coal mining cities in Heilongjiang province has important effect on the economic stability and development of Heilongjiang, Northeast China, and China at large. To further the sustainabl... The sustainable development of coal mining cities in Heilongjiang province has important effect on the economic stability and development of Heilongjiang, Northeast China, and China at large. To further the sustainable development evaluation system of coal mining cities in Heilongjiang province, based on the analytic hierarchy process (AHP) method combined with operational and scientific principles using Saaty's 1-9 scale method to construct the judgment matrix from five aspects, such as economic development and environmental quality, this paper establishes the comprehensive evaluation index sys- tem of sustainable development of coal mining cities in Heilongjiang province, including comprehensive index of industrial economic benefits and the contribution rate of science and technology. In addition, using fuzzy comprehensive evaluation method, a comprehensive evaluation is made on the indices of the four major coal mining cities of Heilongjiang. The result shows that the coal mining cities are not bet- ter than Datong of Shanxi province in many indices. The economic development and environment quality are the most important indices of the targeted layer influencing the sustainable development of coal min- ing cities of HeilonKiiang, and their index weights are 0.4358 and 0.2844, respectively. These two indices including comprehensive index of industrial economic benefit and the ratio of environmental protection investment to GDP are the key elements influencing the two aspects. 展开更多
关键词 analytic hierarchy process ahp Coal mining city Sustainable devolopment Evaluation index system
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Study on the evaluation index system and evaluation method for self-elevating drilling unit design 被引量:1
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作者 王运龙 纪卓尚 《Journal of Marine Science and Application》 2009年第1期46-52,共7页
In the process of designing self-elevating drilling unit, it is important, yet complicated, to use comparison and filtering to select the optimum scheme from the feasible ones. In this research, an index system and me... In the process of designing self-elevating drilling unit, it is important, yet complicated, to use comparison and filtering to select the optimum scheme from the feasible ones. In this research, an index system and methodology for the evaluation of self-elevating drilling unit was proposed. Based on this, a multi-objective combinatorial optimization model was developed, using the improved grey relation Analysis (GRA), in which the analytic hierarchy process (AHP) was used to determine the weights of the evaluating indices. It considered the connections within the indices, reflecting the objective nature of things, and also considered the subjective interests of ship owners and the needs of designers. The evaluation index system and evaluation method can be used in the selection of an optimal scheme and advanced assessment. A case study shows the index system and evaluation method are scientific, reasonable, and easy to put into practice. At the same time, such an evaluation index system and evaluation method will be helpful for making decisions for other mobile platforms. 展开更多
关键词 self-elevating drilling unit evaluation index system evaluation method grey relation analysis (GRA) analytic hierarchy process ahp
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An Evaluation of the Effects of Human Factors on Pilotage Operations Safety 被引量:2
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作者 Hassan Oraith Eddie Blanco‑Davis +1 位作者 Zaili Yang Ben Matellini 《Journal of Marine Science and Application》 CSCD 2021年第3期393-409,共17页
In recent years,marine pilotage accidents occurring on a worldwide basis as a result of human error have not been ceased to transpire,despite advances in technology and a significant set of international conventions,r... In recent years,marine pilotage accidents occurring on a worldwide basis as a result of human error have not been ceased to transpire,despite advances in technology and a significant set of international conventions,regulations,and recommendations to reduce them.This paper aims to investigate the effect of human factors on the safety of maritime pilotage operations.The human factors that affect the operators who are performing ships’berthing operations have also been examined in detail.In this study,in order to determine the causes of human-related errors occurred in maritime pilotage accidents,a comprehensive literature review is carried out,and a considerable number of real past case examples and an analysis of the maritime accident investigation reports regarding pilotage operations events that occurred between 1995 and 2015 have been reviewed.To validate the identified humanrelated risk factors(HCFs)and explore other contributory factors,survey questionnaires and semi-structured interviews with domain experts have been conducted.A structural hierarchy diagram for the identified risk factors(HCFs)has been developed and validated through experienced experts belonging to the maritime sector.A questionnaire for pair-wise comparison is carried out and analysed using the analytic hierarchy process(AHP)approach to evaluate the weight and rank the importance of the identified human causal factors.The findings of this study will benefit the maritime industry,by identifying a new database on causal factors that are contributing to the occurrence of maritime pilotage disasters.The database can be used as a stand-alone reference or help implement effective risk reduction strategies to reduce the human error,that might occur during pilotage operations. 展开更多
关键词 Pilotage accidents Human factor Pilotage operations Maritime safety analytic hierarchy process(ahp)
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A model of supplying poplar wood for Iranian paper & wood factories 被引量:1
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作者 Majid Azizi 《Journal of Forestry Research》 SCIE CAS CSCD 2008年第4期323-328,共6页
The objective of this research is to design a method for an appropriate alternative to supply poplar wood as raw material for wood and paper factories in Iran. Due to the destruction of the forests and lack of proper ... The objective of this research is to design a method for an appropriate alternative to supply poplar wood as raw material for wood and paper factories in Iran. Due to the destruction of the forests and lack of proper plantation, replacement of the forest wood by the fast growing wood is vital to satisfy all requirements of these factories. A hierarchy was used to prioritize benefits, opportunities, costs and risks (BOCR) using the Analytic Hierarchy Process (AHP) ratings approach. To evaluate the "control criteria" of the system, a control hierarchy was also created and prioritized by applying the Analytic Network Process (ANP). A total of four major control criteria in the system are prioritized where each one controls a network structure evaluated by using ANE The final synthesis results of the system showed that internal poplar tree farming supplied by the forest product factories was the best choice among three potential alternatives (factory procurement, external procurement and mix procurement). 展开更多
关键词 Poplar wood wood and paper industries BOCR (Benefits Opportunities Costs and Risks) ANP analytic Network process ahp analytic hierarchy process
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Enabling a Viable Technique for the Optimization of LNG Carrier Cargo Operations 被引量:1
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作者 Onakoya Rasheed Alaba T. C. Nwaoha M. O. Okwu 《Journal of Marine Science and Application》 CSCD 2016年第3期242-249,共8页
In this study, we optimize the loading and discharging operations of the Liquefied Natural Gas(LNG) carrier. First, we identify the required precautions for LNG carrier cargo operations. Next, we prioritize these prec... In this study, we optimize the loading and discharging operations of the Liquefied Natural Gas(LNG) carrier. First, we identify the required precautions for LNG carrier cargo operations. Next, we prioritize these precautions using the analytic hierarchy process(AHP) and experts' judgments, in order to optimize the operational loading and discharging exercises of the LNG carrier, prevent system failure and human error, and reduce the risk of marine accidents. Thus, the objective of our study is to increase the level of safety during cargo operations. 展开更多
关键词 analytic hierarchy process(ahp) OPTIMIZATION LNG carrier cargo precautions SAFETY
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Improved Group Fuzzy Preference Programming Method Based on Fuzzy Random Theory
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作者 黄礼健 吴祈宗 《Journal of Beijing Institute of Technology》 EI CAS 2007年第2期237-242,共6页
A new prioritization method in the analytic hierarchy process (AHP), which improves the group fuzzy preference programming (GFPP) method, is proposed. The fuzzy random theory is applied in the new prioritization m... A new prioritization method in the analytic hierarchy process (AHP), which improves the group fuzzy preference programming (GFPP) method, is proposed. The fuzzy random theory is applied in the new prioritization method. By modifying the principle of decision making implied in the GFPP method, the improved group fuzzy preference programming (IGFPP) method is formulated as a fuzzy linear programming problem to maximize the average degree of the group satisfaction with all possible group priority vectors. The IGFPP method inherits the advantages of the GFPP method, and solves the weighting trouble existed in the GFPP method. Numerical tests indicate that the IGFPP method performs more effectively than the GFPP method in the case of very contradictive comparison judgments from decision makers. 展开更多
关键词 group decision-making analytic hierarchy process ahp fuzzy linear programming fuzzy random variable
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A preliminary study on criteria weights for a library's digital resource selection:From the viewpoints of both users and librarians
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作者 Qiong TANG Gang WU +2 位作者 Danni LIANG Yingliang ZHANG Mingjun TAN 《Chinese Journal of Library and Information Science》 2011年第Z1期82-96,共15页
Through investigating both users' and librarians' perceptions of the relative importance of the major criteria governing the selection of digital resources, we attempted to develop a criterion weight framework... Through investigating both users' and librarians' perceptions of the relative importance of the major criteria governing the selection of digital resources, we attempted to develop a criterion weight framework for a library's selection of digital resources, which can meet both the users' requirements and the library's goal of developing digital collections. The respective weight of each specific criterion is decided through the Analytic Hierarchy Process(AHP) Method. The findings of this study indicate that, when assigning weights to the selection criteria, it is important to consult the opinions of a wide crosssection of people, especially the views of different users. As a result, the digital resource selection system characterized by the criteria weights can reflect more comprehensively the users' requirements, and meanwhile it enables librarians' more rational selection of digital resources. 展开更多
关键词 Library digital resources Selection criteria Criteria weights analytic hierarchy process(ahp)
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