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Fault reconstruction observer design for continuous-time systems with measurement disturbances via descriptor system approach 被引量:1
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作者 Qingxian Jia Yingchun Zhang +1 位作者 Chengliang Li Xueqin Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期877-885,共9页
This paper addresses a problem of observer-based sensor fault reconstruction for continuous-time systems subject to sensor faults and measurement disturbances via a descriptor system approach. An augmented descriptor ... This paper addresses a problem of observer-based sensor fault reconstruction for continuous-time systems subject to sensor faults and measurement disturbances via a descriptor system approach. An augmented descriptor plant is first formulated, by assembling measurement disturbances and sensor faults into an auxiliary state vector. Then a novel descriptor state observer for the augmented plant is constructed such that simultaneous reconstruction of original system states, sensor faults and measurement disturbances are obtained readily. Sufficient conditions for the existence of the proposed observer are explicitly provided, and the application scope of the observer is further discussed. In addition, an extension of the proposed linear approach to a class of nonlinear systems with Lipschitz constraints is investigated. Finally, two numerical examples are simulated to illustrate the effectiveness of the proposed fault-reconstructing approaches. 展开更多
关键词 fault reconstruction descriptor system approach ob- server design measurement disturbance.
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System Approach to the Integration of Military and Civilian Productions in China 被引量:1
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作者 Chai Benliang China Defense Science & Technology Information Center, P.O. Box 190, Beijing 100036, China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1992年第3期1-10,共10页
The author uses system analysis to provide system thinkings of the deepening reform of the management of defence science, technology and industry (DSTI) and investigate the system definition of DSTI, the system reform... The author uses system analysis to provide system thinkings of the deepening reform of the management of defence science, technology and industry (DSTI) and investigate the system definition of DSTI, the system reform target, system operational mechanism, institutional structure, coordination and control functions and the orientation of conversion in China. 展开更多
关键词 Economic conversion Military production management system approach
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“Instruction-Category” Approach of Test Suite Construction for Oven Embedded System
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作者 Mengqing Tanli Jiyi Xiao Ying Zhang 《Journal of Software Engineering and Applications》 2024年第9期713-730,共18页
Being different from testing for popular GUI software, the “instruction-category” approach is proposed for testing embedded system. This approach is constructed by three steps including refining items, drawing instr... Being different from testing for popular GUI software, the “instruction-category” approach is proposed for testing embedded system. This approach is constructed by three steps including refining items, drawing instruction-brief and instruction-category, and constructing test suite. Consequently, this approach is adopted to test oven embedded system, and detail process is deeply discussed. As a result, the factual result indicates that the “instruction-category” approach can be effectively applied in embedded system testing as a black-box method for conformity testing. 展开更多
关键词 “Instruction-Category” approach Test Suite Construction Embedded system
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Open quantum system approach for heavy quark thermalization
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作者 谢卓瑄 陈保义 《Chinese Physics C》 SCIE CAS CSCD 2023年第5期160-164,共5页
We treat heavy quark as an open quantum system in a hot medium and rederive the stochastic Schrodinger equation(SSE)from the full Schrodinger equation for both heavy quarks and the medium.We apply the SSE to the dynam... We treat heavy quark as an open quantum system in a hot medium and rederive the stochastic Schrodinger equation(SSE)from the full Schrodinger equation for both heavy quarks and the medium.We apply the SSE to the dynamical evolutions of a heavy quark(as a system)in the static hot medium(as an environment).Heavy quarks interact with the medium via random scatterings,which exchange the momentum and phase factor randomly between two wave functions of the system and the environment.The exchange of momentum and phase factor results in the transition between different eigenstates of the system.These are included via an external stochastic potential in the Hamiltonian of SSE.Stochastic wave functions of a heavy quark are evolved with the stochastic external potential.The mean wave functions and corresponding momentum distributions of heavy quarks are obtained after the ensemble average over a large set of stochastic wave functions.We present the thermalization of heavy quarks in the static medium with different coupling strengths. 展开更多
关键词 quark gluon plasma relativistic heavy-ion collisions open quantum system approach heavy quark
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Optimal Cooperative Secondary Control for Islanded DC Microgrids via a Fully Actuated Approach
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作者 Yi Yu Guo-Ping Liu +1 位作者 Yi Huang Peng Shi 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第2期405-417,共13页
DC-DC converter-based multi-bus DC microgrids(MGs) in series have received much attention, where the conflict between voltage recovery and current balancing has been a hot topic. The lack of models that accurately por... DC-DC converter-based multi-bus DC microgrids(MGs) in series have received much attention, where the conflict between voltage recovery and current balancing has been a hot topic. The lack of models that accurately portray the electrical characteristics of actual MGs while is controller design-friendly has kept the issue active. To this end, this paper establishes a large-signal model containing the comprehensive dynamical behavior of the DC MGs based on the theory of high-order fully actuated systems, and proposes distributed optimal control based on this. The proposed secondary control method can achieve the two goals of voltage recovery and current sharing for multi-bus DC MGs. Additionally, the simple structure of the proposed approach is similar to one based on droop control, which allows this control technique to be easily implemented in a variety of modern microgrids with different configurations. In contrast to existing studies, the process of controller design in this paper is closely tied to the actual dynamics of the MGs. It is a prominent feature that enables engineers to customize the performance metrics of the system. In addition, the analysis of the stability of the closed-loop DC microgrid system, as well as the optimality and consensus of current sharing are given. Finally, a scaled-down solar and battery-based microgrid prototype with maximum power point tracking controller is developed in the laboratory to experimentally test the efficacy of the proposed control method. 展开更多
关键词 DC microgrids distributed control high-order fully actuated system approach linear quadratic regulator microgrid modeling secondary control
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Analysis of the Energy and Environmental Sustainability of a Built Space System: The Case of Patte d’Oie University Campus in Ouagadougou
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作者 Daouda Sawadogo Ousmane Coulibaly +1 位作者 Xavier Chesneau Belkacem Zeghmati 《Energy and Power Engineering》 2024年第5期197-215,共19页
The aim of this study was to carry out a dynamic simulation of the energy and environmental performance of a built space system, with a view to assessing its energy and environmental class. The use of a simulation and... The aim of this study was to carry out a dynamic simulation of the energy and environmental performance of a built space system, with a view to assessing its energy and environmental class. The use of a simulation and modeling tool, supported by various methodological references, formed the basis of our approach. Adopting a systemic perspective, we described the structural and functional aspects of the systems making up built spaces, as well as the associated energy flows. Our approach was also based on a typology, taking into account typical days, structural and functional configurations at different scales and angles of observation. The analysis tool we developed in Java was applied to the built space system of the Patte d’Oie university campus in Ouagadougou. Annual electricity consumption was measured at 124387.34 kWh, closely aligned with the average annual electricity bill (125224.31 kWh), with a maximum relative deviation of 1%, followed by a carbon emission balance of 58337.66 kg eq CO<sub>2</sub> per year. This validation confirmed the effectiveness of our tool. In addition, following the analysis of electricity consumption using our tool, the university campus was classified in energy class B and environmental class C. These results will be based on the emission factors of the energy mix of the West African Economic and Monetary Union (WAEMU) territory, with particular emphasis on Burkina Faso. 展开更多
关键词 Energy Function Energy Class Carbon Footprint Built Space Consumption Item systemic approach Typological approach
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Fully-Actuated System Approach Based Optimal Attitude Tracking Control of Rigid Spacecraft with Actuator Saturation 被引量:4
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作者 LIU Gaoqi ZHANG Kai LI Bin 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2022年第2期688-702,共15页
In this paper,a fully-actuated system approach(FASA)based control method is proposed for rigid spacecraft attitude tracking with actuator saturation.First,a second-order fully-actuated form of spacecraft attitude erro... In this paper,a fully-actuated system approach(FASA)based control method is proposed for rigid spacecraft attitude tracking with actuator saturation.First,a second-order fully-actuated form of spacecraft attitude error model is established by modified Rodrigues parameters(MRPs).The unknown total disturbance caused by inertial uncertainty and external disturbance is estimated by using extended state observer,then an FASA based controller is developed.Further,a control parameterization method is adopted to optimize the parameter matrices of FASA based controller with the actuator saturation.Finally,a numerical example is carried out to validate the effectiveness of the proposed scheme. 展开更多
关键词 Full-actuated system approach modified Rodrigues parameters parameter optimization spacecraft attitude tracking
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Fully Actuated System Approach for 6DOF Spacecraft Control Based on Extended State Observer 被引量:4
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作者 ZHAO Qin DUAN Guang-Ren 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2022年第2期604-622,共19页
This paper deals with the problem of position and attitude tracking control for a rigid spacecraft.A fully actuated system(FAS)model for the six degree-of-freedom(6DOF)spacecraft motion is derived first from the state... This paper deals with the problem of position and attitude tracking control for a rigid spacecraft.A fully actuated system(FAS)model for the six degree-of-freedom(6DOF)spacecraft motion is derived first from the state-space model by variable elimination.Considering the uncertainties from external disturbance,unknown motion information,and uncertain inertia properties,an extended state observer(ESO)is designed to estimate the total disturbance.Then,a tracking controller based on FAS approach is designed,and this makes the closed-loop system a constant linear one with an arbitrarily assignable eigenstructure.The solution to the parameter matrices of the observer and controller is given subsequently.It is proved via the Lyapunov stability theory that the observer errors and tracking errors both converge into the neighborhood of the origin.Finally,numerical simulation demonstrates the effectiveness of the proposed controller. 展开更多
关键词 Constant linear closed-loop system extended state observer fully actuated system approach relative position and attitude control
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Stabilization via Fully Actuated System Approach:A Case Study 被引量:3
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作者 DUAN Guang-Ren 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2022年第3期731-747,共17页
In this note,a benchmark example system which is not stabilizable by a smooth state feedback controller is considered with the fully actuated system(FAS)approach.It is shown that a smooth controller exists which drive... In this note,a benchmark example system which is not stabilizable by a smooth state feedback controller is considered with the fully actuated system(FAS)approach.It is shown that a smooth controller exists which drives the trajectories starting from a large domain in the initial value space to the origin exponentially.Such a result brings about a generalization of Lyapunov asymptotical stability,which is termed as global exponential sub-stability.The region of attraction is allowed to be an unbounded open set of the initial values with closure containing the origin.This sub-stability result may be viewed to be superior to some local stability results in the Lyapunov sense because the region of attraction is much larger than any finite ball containing the origin and meanwhile the feasible trajectories are always driven to the origin exponentially.Based on this sub-stabilization result,globally asymptotically stabilizing controllers for the system can be provided in two general ways,one is through combination with existing globally stabilizing controllers,and the other is by using a pre-controller to first move an initial point which is not within the region of attraction into the region of attraction. 展开更多
关键词 Feedback stabilization fully actuated system approach nonlinear systems region of attraction singularity sets
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A Fully Actuated System Approach for Stabilization of Discrete-Time Multiple-Input Nonlinear Systems with Distinct Input Delays 被引量:1
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作者 WU Ai-Guo ZHANG Jie JI Youzhou 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2022年第2期670-687,共18页
In this paper,the problem of stabilization is considered for discrete-time multiple-input nonlinear systems with distinct input delays law based on the fully actuated system approach.In order to compensate the input d... In this paper,the problem of stabilization is considered for discrete-time multiple-input nonlinear systems with distinct input delays law based on the fully actuated system approach.In order to compensate the input delays,a prediction scheme is presented to predict future states based on the closed-loop linear system.Then,a stabilizing law is constructed for nonlinear delayed systems by replacing the future states in the control law for the corresponding delay-free systems with their prediction.Finally,numerical examples are given to verify the effectiveness of the proposed approach. 展开更多
关键词 Fully actuated system approach input delays nonlinear systems prediction scheme
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A Systemic Approach to Integrated E-maintenance of Large Engineering Plants 被引量:3
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作者 Ajit Kumar Verma A.Srividya P.G.Ramesh 《International Journal of Automation and computing》 EI 2010年第2期173-179,共7页
Large engineering plants (LEPs) have certain unique features that necessitate a maintenance strategy that is a combination of both time and condition based maintenance. Although this requirement is appreciated to va... Large engineering plants (LEPs) have certain unique features that necessitate a maintenance strategy that is a combination of both time and condition based maintenance. Although this requirement is appreciated to varying degrees by asset owners, applied research leading to a systematic development of such a maintenance strategy is the need of the day. Such a strategy should also adopt a wholesome "systemic" approach so that the realization of the overall objectives of maintenance is maximized. E-maintenance has several potential benefits for large engineering plants. In this paper, a three pronged strategy is suggested for the successful implementation of e-maintenance for LEPs. Firstly, an integrated condition and time based maintenance framework is proposed for LEPs. Secondly, reference is drawn to models for condition and time based maintenance at systemic levels. As a part of the ab initio development of a condition monitoring system for a LEP, one of the characteristics of the condition monitoring system, namely, predictability, is discussed in detail as a sample for a systemic study. Thirdly, emphasis is laid on the information and expertise available in the domain of plant design, operation and maintenance and the same is tapped for incorporation in maintenance decision making. 展开更多
关键词 systemic approach E-MAINTENANCE reliability availability large engineering plants.
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Feedback iterative learning control for time-delay systems based on 2D analysis approach 被引量:3
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作者 Deyuan MENG Yingmin JIA +1 位作者 Junping DU Shiying YUAN 《控制理论与应用(英文版)》 EI 2010年第4期457-463,共7页
This paper deals with the iterative learning control (ILC) design for multiple-input multiple-output (MIMO),time-delay systems (TDS).Two feedback ILC schemes are considered using the so-called two-dimensional ... This paper deals with the iterative learning control (ILC) design for multiple-input multiple-output (MIMO),time-delay systems (TDS).Two feedback ILC schemes are considered using the so-called two-dimensional (2D) analysis approach.It shows that continuous-discrete 2D Roesser systems can be developed to describe the entire learning dynamics of both ILC schemes,based on which necessary and sufficient conditions for their stability can be provided.A numerical example is included to validate the theoretical analysis. 展开更多
关键词 Iterative learning control Time-delay systems 2D analysis approach
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SOME DEVELOPMENTS IN THE STUDIES OF META-SYNTHESIS SYSTEM APPROACH 被引量:6
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作者 JifaGU Xijin TANGInstitute of Systems Science, Academy of Mathematics and System Sciences Chinese Academy of Sciences, Beijing 100080 P. R. China 《Systems Science and Systems Engineering》 CSCD 2003年第2期171-189,共19页
In the early 1990s, Professor Qian Xuesen (Tsien HsueShen) and his colleagues proposed the Metasynthesis system approach for solving the open complex giant system problems. The method emphasizes the synthesis of colle... In the early 1990s, Professor Qian Xuesen (Tsien HsueShen) and his colleagues proposed the Metasynthesis system approach for solving the open complex giant system problems. The method emphasizes the synthesis of collected information and knowledge of various kinds of experts, and combining quantitative methods with qualitative knowledge. Later it is evolved into Hall of Workshop for Meta-Synthetic Engineering (HWMSE) which emphasizes to make use of breaking advances in information technologies. Then continuous endeavors have been taken to put those ideas into practice. With tremendous advances in networking and distributed computing technologies, past difficulties in implementation are disappearing together with farther understandings of HWMSE and fruitful results achieved in similar or relevant research fields in recent years in China. In this paper some of those development are introduced, together with some parallel research work abroad. 展开更多
关键词 Meta-synthesis approach complex system modeling decision support systems
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Systematic evaluation of the clinical nursing pathway with the GRADE approach applied to functional exercise in patients with hip replacements before and after surgery 被引量:3
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作者 Lin Yang Xin-Man Wang +2 位作者 Xiao-Lin Zuo Shang-Qun Gong Fan-Jie Meng 《Chinese Nursing Research》 CAS 2016年第4期185-193,共9页
Objective: To evaluate the effect of the clinical nursing pathway applied to functional exercise in patients with hip replacements before and after the operation. Methods: The China National Knowledge Infrastructure... Objective: To evaluate the effect of the clinical nursing pathway applied to functional exercise in patients with hip replacements before and after the operation. Methods: The China National Knowledge Infrastructure (CNKI), WanFang Data, Chinese science and technology journal database (VIP), PubMed, Web of Science, EMBASE, CBM and the Cochrane Library (2015-5) were searched for randomized controlled trials (RCTs) on clinical nursing pathways for func- tional exercise in patients with hip replacements before and after surgery from June 2015 to January 2010. The references included in the literature were also retrieved. To meet the literature standard, 2 reviewers independently selected and extracted data according to the inclusion criteria and assessed the risks of bias. RevMan 5.3 software was used in this meta-analysis. The quality of evidence was evaluated using grade profiler3.6 software, the level recommended for grading. Results: A total of 15 RCTs and 1248 patients were included. The meta-analysis showed that, in the clinical nursing path group, the Harris score of hip function [SMD = 3.35, 95%CI (2.53, 4.16), P 〈 0.00001 ] and incidence of thrombosis embolism [RR - 0.28, 95%0 (0.15, 0.53), P 〈 0.0001 ], pulmonary infection [RR = 0.33, 95%CI (0.14, 0.82), P = 0.02], urinary retention [RR - 0.22, 95%CI (0.09, 0.52), P = 0.0005], constipation [RR = 0.20, 95%0 (0.10, 0.40), P 〈 0.00001 ], patients' satisfaction for nursing care [RR -- 1.26, 95%0 (1.17, 1.36), P 〈 0.00001 ] and shortened hospitalization times [5MD = -1.91, 95%C! ( 2.39, -1.43), P 〈 0.0001 ]were statistically significantly better than those in the control group. However, in reducing joint dislocations [Rig = 0.25, 95%C1 (0.05, 1.15), P - 0.08], pressure ulcers [RR = 0.25, 95%0 (0.03, 2.19), P = 0.21], and incidence of complications [RR = 0.42, 95%0 (0.15, 1.12), P = 0.08], there was no statis- tically significant difference between the two groups. Funnel plot analysis of the average length of stay showed that there might be some publication bias in the literature. The GRADE evaluation results showed that the level of Harris scores for hip function was moderate and the incidence of thrombosis, urinary retention and satisfaction of patients regarding nursing were low, and the rest of the factors analyzed were very low. Conclusions: The effect of the clinical nursing pathway applied to functional exercises in patients with hip replacements before and after surgery was significantly better than that of routine nursing. However, it was restricted by the evaluation grade of the research results and the standardization and uniformity of the research. The results of the above study need to be verified by more high-quality RCTs. 展开更多
关键词 Hip replacementFunctional exerciseClinical nursing pathwayRandomized controlled trial (RCT)system evaluationGRADE approach
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A Systemic Approach to Evaluate the Flood Vulnerability for an Urban Study Case in Southern Italy
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作者 Raffaele Albano Aurelia Sole +3 位作者 Francesco Sdao Luciana Giosa Andrea Cantisani Stefania Pascale 《Journal of Water Resource and Protection》 2014年第4期351-362,共12页
Currently, the urban flooding is one of the most concerning problems in hydraulic protection, both for the enormous number of people and the different elements (buildings, roads, vehicles, and so on) potentially expos... Currently, the urban flooding is one of the most concerning problems in hydraulic protection, both for the enormous number of people and the different elements (buildings, roads, vehicles, and so on) potentially exposed to risk, as well as the complexity of the territory at issue. At the practical level, vulnerability indicators are often predictably too narrow in their coverage of aspects of vulnerability. An important need remains to produce more conceptually informed vulnerability indicators or parameters and more satisfactory operational tools to assess weaknesses and resilience in coping with natural risks. In this paper, we present an innovative methodology that adopts a systemic approach to evaluate the vulnerability due to a flood scenario. The operative efficiency of the proposed GIS tool is validated in pilot application site, i.e. an urban area in Puglia Region, Southern Italy, on the basis of, studies surveys and damages carried out from a recent flood event occurred in the area. The model evaluates the direct structural damages and explores the potential operating conditions of the road network in case of the flood event. The resulting vulnerability assessment tool can guide evaluators towards a comprehensive understanding of strengths and fragilities of a territory and community where a flood occurs embedding and integrating as much as possible the multifaceted and articulated nature of an urban system. 展开更多
关键词 URBAN FLOODING VULNERABILITY GIS systemIC approach
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Systems Approach to Mitotic Chromosome Motions
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作者 Lucian John Gagliardi 《Open Journal of Biophysics》 2013年第2期133-147,共15页
Recent experiments revealing possible nanoscale electrostatic interactions in force generation at kinetochores for chromosome motions have prompted speculation regarding possible models for interactions between positi... Recent experiments revealing possible nanoscale electrostatic interactions in force generation at kinetochores for chromosome motions have prompted speculation regarding possible models for interactions between positively charged molecules in kinetochores and negative charge on C-termini near the plus ends of microtubules. A clear picture of how kinetochores establish and maintain a dynamic coupling to microtubules for force generation during the complex motions of mitosis remains elusive. The molecular cell biology paradigm requires that specific molecules, or molecular geometries, for force generation be identified. However, it is possible to account for mitotic chromosome motions within a systems approach in terms of experimentally known cellular electric charge distributions interacting over nanometer distances. 展开更多
关键词 MITOTIC CHROMOSOME MOTIONS systemS approach Ndc80/Hec1 ELECTROSTATIC Force
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A Systemic Approach Integrating Genetic, Mining and Management Visions: The Geologic and Mining Knowledge System
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作者 Nassareddine Azzouzi 《Journal of Geographic Information System》 2017年第3期390-401,共12页
Following the example of other industrial activities, mining evaluation is now exposed to socio-economical and technological constraints which are unstable in quick evolution. The keys to its success are increasingly ... Following the example of other industrial activities, mining evaluation is now exposed to socio-economical and technological constraints which are unstable in quick evolution. The keys to its success are increasingly related to a methodology of work more scientific than ever. The Systemic Approach has broadly showed its effectiveness in numerous disciplinary fields, both scientific and engineering ones: Biology, Economy, Social and Management Sciences, Quality Management, Information Systems… Helped by technological progress, this approach has especially excelled in the management of spatial information (e.g. GIS). It constitutes therefore an excellent solution to the problems of mining evaluation by the integration of genetic, mining and managerial data within an Information System, thus optimizing scientific and economic valuation of mineral resources. 展开更多
关键词 MINING Evaluation Scientific approach systemIC approach GEOLOGIC and MINING Knowledge system MOROCCAN Context
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Road User Charging for Urban Freight Vehicles: A Systems Approach
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作者 Loshaka Perera Russell G. Thompson 《Journal of Transportation Technologies》 2020年第3期214-243,共30页
Road user charging (RUC) has a long history as a mechanism to recover<span style="font-family:""><span style="font-family:Verdana;"> infrastructure maintenance and capital costs. T... Road user charging (RUC) has a long history as a mechanism to recover<span style="font-family:""><span style="font-family:Verdana;"> infrastructure maintenance and capital costs. The present RUC systems are facing issues such as transparency, cross-subsidization, environmental concerns and </span><span style="font-family:Verdana;">reducing revenue due to the likes of lessening fuel tax as vehicles become more </span><span style="font-family:Verdana;">efficient. Therefore, this paper reviews the strengths and weaknesses of </span><span style="font-family:Verdana;">the present RUC mechanisms implemented in the world with respect to stakeholder problems and demands of the freight industry and to describe the need</span><span style="font-family:Verdana;"> for a more appropriate, practical and sustainable approach that can be used in the future. Finally, a model is proposed that is transparent and considers us</span><span style="font-family:Verdana;">age-based charging addressing most of the weaknesses highlighted in the models reviewed. Further, it considers externalities produced by heavy vehicles into a</span><span style="font-family:Verdana;">ccount. The model has the potential to provide answers to key stakeholder </span><span style="font-family:Verdana;">issues and will lead to a sustainable freight transport system in the future. Encourag</span><span style="font-family:Verdana;">ing fuel-efficient modes, optimization of loading, routing and logistics systems, and long term land use planning are a few of them.</span></span> 展开更多
关键词 Road User Charge Heavy Vehicles Externalities City Logistics systems approach
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An Innovative Soft Design Science Methodology for Improving Development of a Secure Information System in Tanzania Using Multi-Layered Approach 被引量:2
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作者 Maduhu Mshangi Edephonce Ngemera Nfuka Camilius Sanga 《Journal of Information Security》 2017年第3期141-165,共25页
This paper presents an innovative Soft Design Science Methodology for improving information systems security using multi-layered security approach. The study applied Soft Design Science Methodology to address the prob... This paper presents an innovative Soft Design Science Methodology for improving information systems security using multi-layered security approach. The study applied Soft Design Science Methodology to address the problematic situation on how information systems security can be improved. In addition, Soft Design Science Methodology was compounded with mixed research methodology. This holistic approach helped for research methodology triangulation. The study assessed security requirements and developed a framework for improving information systems security. The study carried out maturity level assessment to determine security status quo in the education sector in Tanzania. The study identified security requirements gap (IT security controls, IT security measures) using ISO/IEC 21827: Systems Security Engineering-Capability Maturity Model (SSE-CMM) with a rating scale of 0 - 5. The results of this study show that maturity level across security domain is 0.44 out of 5. The finding shows that the implementation of IT security controls and security measures for ensuring security goals are lacking or conducted in ad-hoc. Thus, for improving the security of information systems, organisations should implement security controls and security measures in each security domain (multi-layer security). This research provides a framework for enhancing information systems security during capturing, processing, storage and transmission of information. This research has several practical contributions. Firstly, it contributes to the body of knowledge of information systems security by providing a set of security requirements for ensuring information systems security. Secondly, it contributes empirical evidence on how information systems security can be improved. Thirdly, it contributes on the applicability of Soft Design Science Methodology on addressing the problematic situation in information systems security. The research findings can be used by decision makers and lawmakers to improve existing cyber security laws, and enact laws for data privacy and sharing of open data. 展开更多
关键词 SOFT DESIGN SCIENCE Information systemS Security DESIGN SCIENCE Research SOFT systemS METHODOLOGY Multi-Layered approach
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A direct probabilistic approach to solve state equations for nonlinear systems under random excitation 被引量:1
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作者 Zheng Lv Zhiping Qiu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2016年第5期941-958,共18页
In this paper, a direct probabilistic approach(DPA) is presented to formulate and solve moment equations for nonlinear systems excited by environmental loads that can be either a stationary or nonstationary random p... In this paper, a direct probabilistic approach(DPA) is presented to formulate and solve moment equations for nonlinear systems excited by environmental loads that can be either a stationary or nonstationary random process.The proposed method has the advantage of obtaining the response's moments directly from the initial conditions and statistical characteristics of the corresponding external excitations. First, the response's moment equations are directly derived based on a DPA, which is completely independent of the It?/filtering approach since no specific assumptions regarding the correlation structure of excitation are made.By solving them under Gaussian closure, the response's moments can be obtained. Subsequently, a multiscale algorithm for the numerical solution of moment equations is exploited to improve computational efficiency and avoid much wall-clock time. Finally, a comparison of the results with Monte Carlo(MC) simulation gives good agreement.Furthermore, the advantage of the multiscale algorithm in terms of efficiency is also demonstrated by an engineering example. 展开更多
关键词 Direct probabilistic approach Nonlinear dynamic system Nonstationary random process Response’s moments Multiscale algorithm
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