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Failure analysis of IoT-based smart agriculture system: towards sustainable food securityRahman, Md M., Abdulhamid, Alhassan, Kabir, Sohag, Gope, P. 16 December 2023 (has links)
Yes / Internet of Things (IoT)-based smart agriculture
systems are increasingly being used to improve agricultural yield.
IoT devices used for agricultural monitoring are often deployed
in outdoor environments in remote areas. Due to the exposure
to harsh environments and the nature of deployment, sensors
and other devices are susceptible to an increased rate of failure,
which can take a system to unsafe and dangerous states. Failure
of a smart agriculture system can cause significant harm to
nature and people and reduce agricultural production. To address
the concerns associated with the failure of the system, it is
necessary to understand how the failures of the components of
a system can contribute to causing the overall system failure.
This paper adopts Fault Tree Analysis, a widely used framework
for failure behaviour analysis in other safety-critical domains, to
demonstrate the qualitative failure analysis of smart irrigation
systems based on the components’ failure. / The full-text of this article will be released for public view at the end of the publisher embargo on 10 Dec 2024.
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Development of an integrated framework for satisfaction assessment of construction project teamsNzekwe-Excel, Chinyere January 2010 (has links)
With increasing competitive pressures in today‟s market, it has become critical for businesses to recognise the significance of satisfying their customers so as to ensure their economic stability. Various studies have emphasised on the need for customer focus and project satisfaction in the construction industry sector. The industry, however, has not fully embraced the practice of project satisfaction, which is grounded on meeting the needs of the customer. Though most research on project satisfaction has focussed on the client, it is essential that the satisfaction of the project delivery team and in the wider context, the stakeholders be considered. In this case, the client is the centre of gravity of the project team. In order to satisfy the project team, there are challenges in assessing their requirements. This necessitates the need to develop a unique and robust method for capturing and analysing the level of integrated project team satisfaction. In this research, the project delivery team and the stakeholders have been lumped together as an integrated project team. Therefore, integrated project team satisfaction entails recognising the client and project participants‟ requirements that guarantees project successful completion and acceptance by the team. In view of this, this research presents a framework, which has been developed to plug these needs and challenges. The framework, known as the Satisfaction Assessment Integrated Framework (SAIF) involves an integrated approach that considers the participants of a construction project as a tree structure, and each member of that tree as an intermediate or top element. Relationships and interactions of the elements, and how these affect the overall satisfaction levels of a single project, are analysed based on understanding their requirements and invoking modern satisfaction attainment theory. The framework includes a method for understanding and identifying the satisfaction attributes; multi-attribute analysis for prioritising the satisfaction attributes of the clients and project participants; fault tree analysis strategy for defining the satisfaction relationship in a particular project team; and an assessment scoring system (a combination of multi-attribute analysis, and failure mode and effects analysis methodical approach) that evaluates how much each member of the project team meets the requirements or satisfaction attributes of other participants. Hence, SAIF, a novel assessment methodology, investigates and identifies possible links and the influence of integrating the construction project team and their satisfaction attributes with the aim of improving their satisfaction levels as a team. Through the findings of this research, recommendations are made to further explore the implications of satisfying a given participant against dissatisfying the participant; and subsequently improve the satisfaction assessment process.
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應用錯誤樹分析方法獲取組織資訊安全需求之研究 / A Study of Appling Fault Tree Analysis to Acquire the Security Requirements of An Information System顏小娟, Hsiao Chuan Yen Unknown Date (has links)
根據研究報告調查發現,即使組織已經使用了安全機制仍無法完全阻止危害組織資訊安全事件的發生,這是因為組織的資訊安全管理是一個不斷改善的過程,並不是使用了安全防護措施之後,就可以高枕無憂,除了架構安全防護機制外,還需要去分析資訊的機密性、完整性或可得性等是否真能夠受到保護?所使用的安全機制是否真能解決組織的資訊安全問題?或是所提供的安全程度是否能接受等?
為了解決上述等問題,本研究希望從管理的角度切入,應用錯誤樹分析方法在資訊安全管理的領域上,希望藉由此方法幫助管理者獲知組織的資訊安全需求,然後透過資訊安全管理不斷改善的過程,改善組織資訊安全的弱點,提高組織安全的可靠度。
依據研究架構,結合BS7799此資訊安全管理標準,並應用錯誤樹分析方法,將資訊安全政策轉換為資訊安全模型,由此資訊安全模型作進一步的定性與定量分析;本研究利用錯誤樹分析方法的六個步驟,實際模擬組織資訊安全需求獲得的過程,並透過分析的結果,幫助組織從中獲取資訊安全的需求,找出資訊安全的弱點,作為組織資訊安全改進的參考與依據。 / As the investigate report dictated, the degree of security of an information system does not only depend on the security mechanism installed by the organization. It is a continuous and recursive procedure. Most researches are technique-oriented currently. In order to adjust this bias, this research propose a new approach, which is from the management perspective.
BS7799 is used for the information security policy reference. FTA is used to build up the information security model and acquire the requirements of an information system and verify its effectiveness. The result can promote the reliability of the information system and reduce the vulnerability of the system too.
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SPEA2-based safety system multi-objective optimizationRiauke, Jelena January 2009 (has links)
Safety systems are designed to prevent the occurrence of certain conditions and their future development into a hazardous situation. The consequence of the failure of a safety system of a potentially hazardous industrial system or process varies from minor inconvenience and cost to personal injury, significant economic loss and death. To minimise the likelihood of a hazardous situation, safety systems must be designed to maximise their availability. Therefore, the purpose of this thesis is to propose an effective safety system design optimization scheme. A multi-objective genetic algorithm has been adopted, where the criteria catered for includes unavailability, cost, spurious trip and maintenance down time. Analyses of individual system designs are carried out using the latest advantages of the fault tree analysis technique and the binary decision diagram approach (BDD). The improved strength Pareto evolutionary approach (SPEA2) is chosen to perform the system optimization resulting in the final design specifications. The practicality of the developed approach is demonstrated initially through application to a High Integrity Protection System (HIPS) and subsequently to test scalability using the more complex Firewater Deluge System (FDS). Computer code has been developed to carry out the analysis. The results for both systems are compared to those using a single objective optimization approach (GASSOP) and exhaustive search. The overall conclusions show a number of benefits of the SPEA2 based technique application to the safety system design optimization. It is common for safety systems to feature dependency relationships between its components. To enable the use of the fault tree analysis technique and the BDD approach for such systems, the Markov method is incorporated into the optimization process. The main types of dependency which can exist between the safety system component failures are identified. The Markov model generation algorithms are suggested for each type of dependency. The modified optimization tool is tested on the HIPS and FDS. Results comparison shows the benefit of using the modified technique for safety system optimization. Finally the effectiveness and application to general safety systems is discussed.
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A melhoria da disponibilidade do compensador estático da SE FTZ/CHESF através da análise da sua árvore de falhasda Costa Rocha, José 31 January 2008 (has links)
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Previous issue date: 2008 / Companhia Hidro Elétrica do São Francisco / Nos Sistemas Elétricos de Potência, os Compensadores Estáticos CE são
equipamentos de elevada importância na regulação de tensão, tanto em regime permanente
como em transitório, principalmente em sistemas onde os centros de carga estão
localizados a grandes distâncias da geração. Esta dissertação, apresenta uma análise das
causas de falha do Compensador Estático instalado na Subestação - SE de Fortaleza da
Companhia Hidro Elétrica do São Francisco - CHESF, estado do Ceará, Brasil, com ênfase
nas origens das falhas e em suas soluções, utilizando como ferramenta de análise a Árvore
de Falhas deste Equipamento. Neste trabalho, encontramos a Árvore de Falhas do CE,
composta por 62 eventos básicos, dos quais 20 apresentaram histórico suficiente para a
análise paramétrica em um banco de dados de 22 anos. A partir das curvas de
probabilidade de falha dos eventos básicos, elaborou-se um plano de ação com melhorias
nos processos de manutenção, para viabilizar a elevação da disponibilidade do CE, com o
objetivo de maximizar a remuneração da empresa Transmissora, no caso, a CHESF, e a
confiabilidade do sistema de transmissão
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An Investigation into Reliability Based Methods to Include Risk of Failure in Life Cycle Cost Analysis of Reinforced Concrete Bridge RehabilitationZhu, Weiqi, ycqq929@gmail.com January 2008 (has links)
Reliability based life cycle cost analysis is becoming an important consideration for decision-making in relation to bridge design, maintenance and rehabilitation. An optimal solution should ensure reliability during service life while minimizing the life cycle cost. Risk of failure is an important component in whole of life cycle cost for both new and existing structures. Research work presented here aimed to develop a methodology for evaluation of the risk of failure of reinforced concrete bridges to assist in decision making on rehabilitation. Methodology proposed here combines fault tree analysis and probabilistic time-dependent reliability analysis to achieve qualitative and quantitative assessment of the risk of failure. Various uncertainties are considered including the degradation of resistance due to initiation of a particular distress mechanism, increasing load effects, changes in resistance as a result of rehabilitation, environmental variables, material properties and model errors. It was shown that the proposed methodology has the ability to provide users two alternative approaches for qualitative or quantitative assessment of the risk of failure depending on availability of detailed data. This work will assist the managers of bridge infrastructures in making decisions in relation to optimization of rehabilitation options for aging bridges.
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Fault Isolation in Distributed Embedded SystemsBiteus, Jonas January 2007 (has links)
To improve safety, reliability, and efficiency of automotive vehicles and other technical applications, embedded systems commonly use fault diagnosis consisting of fault detection and isolation. Since many systems are constructed as distributed embedded systems including multiple control units, it is necessary to perform global fault isolation using for example a central unit. However, the drawbacks with such a centralized method are the need of a powerful diagnostic unit and the sensitivity against disconnections of this unit. Two alternative methods to centralized fault isolation are presented in this thesis. The first method performs global fault isolation by a istributed sequential computation. For a set of studied systems, themethod gives, compared to a centralizedmethod, amean reduction inmaximumprocessor load on any unitwith 40 and 70%for systems consisting of four and eight units respectively. The second method instead extends the result of the local fault isolation performed in each unit such that the results are globally correct. By only considering the components affecting each specific unit, the extended result in each agent is kept small. For a studied automotive vehicle, the second method gives, compared to a centralized method, a mean reduction in the sizes of the results and the maximum processor load on any unit with 85 and 90% respectively. To perform fault diagnosis, diagnostic tests are commonly used. If the additional evaluation of tests can not improve the fault isolation of a component then the component is ready. Since the evaluation of a test comes with a cost in for example computational resources, it is valuable to minimize the number of tests that have to be evaluated before readiness is achieved for all components. A strategy is presented that decides in which order to evaluate tests such that readiness is achieved with as few evaluations of tests as possible. Besides knowing how fault diagnosis is performed, it is also interesting to assess the effect that fault diagnosis has on for example safety. Since fault tree analysis often is used to evaluate safety, this thesis contributes with a systematic method that includes the effect of fault diagnosis in fault trees. The safety enhancement due to the use of fault diagnosis can thereby be analyzed and quantified.
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Development of a computer-aided fault tree synthesis methodology for quantitative risk analysis in the chemical process industryWang, Yanjun 17 February 2005 (has links)
There has been growing public concern regarding the threat to people and
environment from industrial activities, thus more rigorous regulations. The investigation
of almost all the major accidents shows that we could have avoided those tragedies with
effective risk analysis and safety management programs. High-quality risk analysis is
absolutely necessary for sustainable development.
As a powerful and systematic tool, fault tree analysis (FTA) has been adapted to
the particular need of chemical process quantitative risk analysis (CPQRA) and found
great applications. However, the application of FTA in the chemical process industry
(CPI) is limited. One major barrier is the manual synthesis of fault trees. It requires a
thorough understanding of the process and is vulnerable to individual subjectivity. The
quality of FTA can be highly subjective and variable.
The availability of a computer-based FTA methodology will greatly benefit the
CPI. The primary objective of this research is to develop a computer-aided fault tree
synthesis methodology for CPQRA. The central idea is to capture the cause-and-effect
logic around each item of equipment directly into mini fault trees. Special fault tree
models have been developed to manage special features. Fault trees created by this
method are expected to be concise. A prototype computer program is provided to
illustrate the methodology. Ideally, FTA can be standardized through a computer
package that reads information contained in process block diagrams and provides
automatic aids to assist engineers in generating and analyzing fault trees.
Another important issue with regard to QRA is the large uncertainty associated
with available failure rate data. In the CPI, the ranges of failure rates observed could be
quite wide. Traditional reliability studies using point values of failure rates may result in
misleading conclusions. This dissertation discusses the uncertainty with failure rate data
and proposes a procedure to deal with data uncertainty in determining safety integrity
level (SIL) for a safety instrumented system (SIS). Efforts must be carried out to obtain
more accurate values of those data that might actually impact the estimation of SIL. This
procedure guides process hazard analysts toward a more accurate SIL estimation and
avoids misleading results due to data uncertainty.
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Analise da confiabilidade do sistema de suprimento de energia eletrica de emergencia de um reator nuclear de pequeno porteBONFIETTI, GERSON 09 October 2014 (has links)
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09246.pdf: 5265828 bytes, checksum: 4d1524b4005b3c1696584a11c7c97252 (MD5) / Dissertacao (Mestrado) / IPEN/D / Instituto de Pesquisas Energeticas e Nucleares - IPEN/CNEN-SP
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Calculo das probabilidades de falha de suprimento de energia eletrica dos barramentos de classe IE da usina de Angra 1BORBA, P.R. 09 October 2014 (has links)
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00048.pdf: 1060879 bytes, checksum: fa889f74fac825b31f349ea5fafec184 (MD5) / Dissertacao (Mestrado) / IEA/D / Escola Politecnica, Universidade de Sao Paulo - POLI/USP
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