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Risk Analysis of Tilapia Recirculating Aquaculture Systems: A Monte Carlo Simulation ApproachKodra, Bledar 12 June 2007 (has links)
The purpose of this study is to modify an existing static analytical model developed for a Re-circulating Aquaculture Systems through incorporation of risk considerations to evaluate the economic viability of the system. In addition the objective of this analysis is to provide a well documented risk based analytical system so that individuals (investors/lenders) can use it to tailor the analysis to their own investment decisions—that is to collect the input data, run the model, and interpret the results. The Aquaculture Economic Cost Model (AECM) was developed by Dr. Charles Coale, Jr. and others from the department of Agricultural and Applied Economics at Virginia Tech. The AECM is a spreadsheet model that was developed to help re-circulating aquaculture producers make strategic business decisions. The model can be used by potential producers interested in investing in re-circulating aquaculture through development of a financial analysis that in turn will help them obtain funding for the enterprise. The model is also useful for current producers who want to isolate inefficient aspects of their operation. AECM model consists of three major sections which include the Data Entry, Calculations and Analysis. The first section requires that the producer conducts background research about their operation to ensure accurate calculation and analysis. The calculation section provides a great deal of information about the operation's finances, while the analysis section provides information about the operation's financial stability. While the AECM is a powerful model, it is based on single, usually mean, values for prices, costs, and input and output quantities. However, market, financial and production uncertainties result in fluctuating prices, costs and yields. An individual who is making management decisions for a re-circulating aquaculture system will be faced with some or all of these uncertainties. By adding simulation to the AECM model to account for these uncertainties individuals will be able to make better management decisions. Information of the varying likelihoods or probabilities of achieving profits will be of crucial interest to individuals who plan on entering into or modifying an existing aquaculture system. Risks associated with six variables were examined in this paper: feed cost, feed conversion, mortality rate, capital interest rate, final weight, and output price. Data for the Interest Rate and output price were obtained from the Federal Reserve System and NMFS website respectively. Expert opinion was the source of data for the other variables. After probability distributions were applied to the random variables to account for the uncertainty the model was simulated for ten thousand iterations to obtain expected returns for three years in advance that the model calculates an income statement. In addition to that, sensitivity analyses were carried out in order to inform the producer which factors are contributing the most to the profitability of the operation. In this way the producer will have a better idea as to which aspects of the operation to monitor closely and consider modifying. The analysis shows that the mean income for the three years will be negative and thus the business would be losing money. The simulated mean net incomes were: -$216,905, -$53,689, -$53,111 for year1 through year3 respectively. Sensitivity analysis confirmed that output price is by far the most significant input that makes the overall bottom line to fluctuate most. Output price was on top of the list for all the three years analyzed in this study. Feed cost and Feed conversion were the next most significant inputs. The other inputs were also significant in explaining the fluctuation of the bottom line; however both their regression and correlation coefficients were small. / Master of Science
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Evaluation of the impact of risk reduction indicators and epistemic uncertainty in dam safety governanceMorales Torres, Adrián 18 April 2017 (has links)
Tesis por compendio / Large dams are critical infrastructures whose failure could produce high economic and social consequences. For this reason, in recent years, the application of quantitative risk analysis to inform dam safety governance has risen significantly worldwide.
This thesis is focused in how computed quantitative risk results can be useful to inform dam safety management. It proposes different methods and metrics to deal with the two key issues identified in this process: how risk results can be managed to prioritize potential investments and how uncertainty should be considered in quantitative risk models to inform decision making.
Firstly, it is demonstrated that risk reduction indicators are a useful tool to obtain prioritization sequences of potential safety investments, especially in portfolios with a high number of dams. Different indicators for dam safety are assessed, analyzing their relation with equity and efficiency principles.
Secondly, it is proposed to consider explicitly and independently natural and epistemic uncertainty in quantitative risk models for dams, following the recommendations developed by other industries. Specifically, a procedure is developed to separate both types of uncertainty in the fragility analysis for the sliding failure mode of gravity dams.
Finally, both issues are combined to propose different metrics that analyze the effect of epistemic uncertainty in the prioritization of investments based on risk results. These metrics allow considering the convenience of conducting additional uncertainty reduction actions, like site tests, surveys or more detailed analysis. / Las grandes presas son infraestructuras críticas cuyo fallo puede producir importantes consecuencias económicas y sociales. Por este motivo, en los últimos años la aplicación de técnicas de análisis de riesgos para informar a la gobernanza de la seguridad de presas se ha extendido por todo el mundo.
La presente tesis se centra en analizar cómo los resultados calculados de riesgo pueden ser útiles para la toma de decisiones en seguridad de presas. Para ello, se proponen diferentes métodos e indicadores que tratan los dos principales problemas identificados en este proceso: cómo gestionar los resultados de riesgo para priorizar potenciales inversiones en seguridad y cómo debe ser considerada la incertidumbre en los modelos de riesgo para orientar a la toma de decisiones.
En primer lugar, se muestra como los indicadores de reducción de riesgo son una herramienta útil y eficaz para obtener secuencias de priorización de potenciales medidas de reducción de riesgo, especialmente en la gestión conjunta de grandes grupos de presas. Por ello, los diferentes indicadores para la gestión de la seguridad de presas son evaluados, analizando su relación con los principios de eficiencia y equidad.
En segundo lugar, se propone considerar la incertidumbre epistémica y la incertidumbre natural de forma independiente dentro de los modelos de riesgo cuantitativos para presas, siguiendo las recomendaciones de otras industrias. En particular, se propone un procedimiento para separar ambos tipos de incertidumbre en el análisis del modo de fallo por deslizamiento en presas de gravedad.
Finalmente, ambos puntos se combinan para proponer diferentes índices que analicen la influencia de la incertidumbre epistémica sobre las secuencias de priorización obtenidas mediante indicadores de reducción de riesgo, y por lo tanto, sobre la toma de decisiones. De esta forma, estos índices permiten analizar la necesidad de realizar acciones adicionales para reducir la incertidumbre epistémica, como ensayos, sondeos o estudios detallados. / Les grans preses son infraestructures crítiques que si fallen poden produir importants conseqüències econòmiques i socials. Per aquest motiu, en el últims anys la aplicació de tècniques d'anàlisis de rics per a informar a la governança de seguretat de preses s'ha estès per tot el món.
Aquesta tesi es centra en analitzar com els resultats calculats de risc poden ser útils per a prendre decisions en seguretat de preses. Per a això, es proposen diferents mètodes i indicadors que tracten el dos principals problemes identificats en aquest procés: com gestionar els resultats de risc per a prioritzar potencials inversions en seguretat i com el models de risc han de considerar la incertesa per a orientar a la presa de decisions.
En primer lloc, es mostra com el indicadors de reducció de riscs son una ferramenta útil i eficaç per a obtindré seqüències de priorització de potencials mesures de reducció de risc, especialment en la gestió conjunta de grans grups de preses. Per això, els diferents indicadors per a la gestió de la seguretat de preses son avaluats, analitzant la seua relació amb els principis d'eficiència i equitat.
En segon lloc, es proposa considerar la incertesa natural i la incertesa epistèmica de forma independent dintre del models quantitatius de risc per a preses, seguint les recomanacions d'altres industries. En particular, es proposa un procediment per a separar el dos tipus d'incertesa en el anàlisis del fall per lliscament en preses de gravetat.
Finalment, el dos punts es combinen per a proposar índexs que analitzen la influència de la incertesa epistèmica sobre les seqüencies de priorització de mesures obtingudes amb els indicadors de reducció de risc, y per tant, sobre la presa de decisions. D'aquesta forma, aquests índexs permeten analitzar la necessitat de realitzar acciones per a reduir la incertesa, como assajos, sondejos geotècnics o estudis de detall. / Morales Torres, A. (2017). Evaluation of the impact of risk reduction indicators and epistemic uncertainty in dam safety governance [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/79739 / Compendio
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A sociotechnical framework for the integration of human and organizational factors in project management and risk analysisDelmotte, Fabrice 18 May 2004 (has links)
By definition, a system is comprised of hardware, software and "liveware". It also interacts with other systems composed themselves of those elements. However, the "human" element tends to be neglected in many projects, leading to unsafe or inefficient systems. Although some studies have shown that sociotechnical approaches to project management can generate economic gains of 20%, not to mention social gains, in practice, few projects integrate human factors correctly.
Many reasons can explain this lack of integration. Humans alone are much more difficult to model and understand than technology. When considering groups or organizations, the problem increases exponentially. Hence, traditional engineering and risk management methods cannot be used to address the human side of a system. There exist approaches and methods to use our current understanding of human behavior, however these tend to be understood and used only by a small number of specialists. Most project managers, designers and engineers have insufficient knowledge of their existence or do not understand how to make good use of them.
There are two major challenges in the integration of human factors. The first one is to justify an interest in such an approach. Given the educational background and experience of many engineers, this is no easy task. The SNCF (French Railways) has chosen to face this challenge and achieved quite good results. However, this does not solve the problem, as project managers and engineers then request tools and methods. Fulfilling this need represents the second challenge. This is the subject of this study: to make a shift from technology-centered approaches to design and risk management to a more sociotechnical approach thanks to a macroergonomics project framework.
Human factors engineering and ergonomics is a multi-disciplinary domain. It goes from human resources management to physical ergonomics and integrates such subjects as psychology, sociology and human reliability. To improve the reliability or efficiency of systems, one approach is to develop a single tool addressing one aspect of human factors or integrating it with one kind of activities. However, many of those tools already exist, even if they have remained at the state of research results yet or been applied only in some very specific sectors.
Hence, for this research, it was decided to develop a method that covers the whole process of a project and contains the different considerations related to human factors as well as the activities required to ensure the safety of the system.
Recent research led by the US Army and adapted by the UK and Canadian Armies as well as Eurocontrol have lead to the emergence of a new discipline called Human Factors Integration (HFI). This discipline proposes a project management process that covers different domains of human factors: manpower, personnel, training, ergonomics, safety, health and hazards, survivability. HFI is a good starting point but it responds only partly to our expressed need. Indeed, the SNCF requires a more general approach, easily accessible, with a greater emphasis on organization and risk management.
During this study, the HFI method was extended based on recent research results, especially in human and organizational reliability. The main improvements made are the addition of the "organization" domain and the development of safety-related activities. Many other principles were also integrated including barriers, prescribed vs. real tasks, redundancy, recovery, degraded situation, system dynamics and measurement. Some interests of this method are its inheritance from systems engineering, its capacity to be utilized by users from different cultures and experience, and its independence from specific models of human behavior or task processing. The main output of the study is a documentation of this method defining the activities and tasks for each phase of the project as well as the composition of the team.
The method was evaluated based on its application on the "Sécurité des Travaux Organisation Réalisation Préparation" (STORP) project. This project aims at redesigning the infrastructure maintenance system of the SNCF, modifying the concepts, principles, guidelines and documentations, in order to improve its efficiency and safety. This application enabled to test the coherence and usability of the method, as well as highlight its main advantages, while underlining and improving the human factors integration in STORP. Through this evaluation, this study constitutes one of the first attempts to apply HFI to a non-military domain and to non-specific projects. / Master of Science
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Development of a Framework for Preliminary Risk Analysis in Transportation ProjectsGuo, Wei 25 December 2004 (has links)
"Over the years, risk analysis methodologies have been developed and implemented by many industries. NASA has implemented a cost efficient Continuous Risk Analysis methodology with good results. The U. S. Department of Transportation also states that a continuous risk analysis is the key in identifying, addressing, and handling risks before they become threats to success. However, current practices seldom incorporate this concept into real transportation projects. In general, risk is simply disregarded in feasibility studies. One of primary reasons is the lack of a feasible and effective risk analysis approach to guide efficient implementation in real projects. This thesis reviews current risk analysis practices used in public transportation projects. Using a case study, it also explores potential obstacles encountered in the implementation of systematic risk analysis. Finally, this thesis presents a preliminary risk analysis framework developed through the case study and enriched subsequently by incorporating material documented in the literature. The proposed risk analysis approach is to help achieve continuous risk analysis in transportation projects by enabling early start, frequent implementation, extensive application and flexible adoption."
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Hodnocení přístupů k analýze bezpečnostních rizik / Assessment of approaches to security risk analysisKoudela, Radek January 2010 (has links)
Risk management is a process through which organizations are methodically devoted to the risks associated with their activities in order to get the biggest benefit from their business. It is also a rapidly developing field, where there is a variety of different approaches, methods, methodologies and standards in which may be little confusing. Therefore, this work offers a comprehensive and systematic view on the issue of risk analysis and management. Risk analysis is a cornerstone for effective security management of each company used for identification, description and quantification of risks, which should lead to acceptance of suitable measures for risk treatment. That is the reason why it requires a careful and methodical procedure described in this work. The main objective of this work is to analyse different approaches to risk analysis and management and thus highlight the importance of information security and protection of corporate assets. This approaches need to be understood as a different levels of detail of conducted risk analysis which will depend on initial maturity level (according to the CMM -- Capability Maturity Model) of information security process. The theoretical part of this thesis will explain relevant methodologies, techniques and procedure of risk analysis based on the ISO 27005 standard. From this part reader should learn what risk analysis is, what is it used for, how can it be carried out and what standards and methods can be used. The practical part will solve a real risk analysis project, which will demonstrate application of information obtained in the theoretical part.
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Exigencias de analise de risco de acidentes, para fins de licenciamento, em instalações que manipulam substancias perigosas, e proposição de abordagem para atendimento / Accident risk analysis requirements for licensing of facilities that handle hazardous materials, and proposition of a framework to comply themReis, Helio Gervasio 15 December 2006 (has links)
Orientadores: Elizabete Jordão, Vanderley de Vasconcelos / Dissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Quimica / Made available in DSpace on 2018-08-08T02:59:27Z (GMT). No. of bitstreams: 1
Reis_HelioGervasio_M.pdf: 779503 bytes, checksum: c8238dcf1afddbfefe23a43639dff543 (MD5)
Previous issue date: 2007 / Resumo: A partir da Resolução CONAMA n° 001/86, para o licenciamento de
atividades modificadoras do meio ambiente, o Estudo de Análise de Riscos ¿ EAR
passou a ser um dos documentos técnicos exigidos de forma que, além dos
aspectos relacionados com a poluição, também a prevenção dos acidentes
operacionais fosse contemplada no processo. São exemplos de atividades sujeitas
a exigências de Estudos de Análise de Riscos: extração e beneficiamento de
minérios; indústrias químicas e petroquímicas; produção e distribuição de energia
elétrica; transporte, terminais e depósitos de materiais perigosos.
Os requisitos mínimos para os EARs são normalmente definidos pelos
órgãos ambientais competentes, dos diferentes estados da Federação, através do
estabelecimento dos Termos de Referência. No caso do licenciamento de
instalações nucleares e radiativas a CNEN (Comissão Nacional de Energia
Nuclear) é partícipe no processo de licenciamento ambiental. Dentro dos
Relatórios de Análise de Segurança de tais instalações a CNEN exige a
apresentação de uma análise de risco de acidentes. No entanto, o escopo, a
abrangência e os critérios para isenção da obrigatoriedade de realização de
avaliações de risco não são claramente definidos por estes órgãos.
O objetivo deste trabalho é avaliar as exigências legais em relação a
análises de risco, bem como propor uma abordagem para o seu atendimento.
Foram analisados dois Termos de Referência, de órgãos ambientais de dois
estados da Federação ? CETESB (SP) e FEPAM (RS). Seus critérios foram
comparados usando diferentes cenários de acidentes, envolvendo diferentes
substâncias perigosas, quantidades e distância da população. Foi avaliado sob
quais condições um dos critérios se torna mais conservativo que o outro. A
abordagem proposta considera os aspectos determinístico e probabilístico da
avaliação de risco e sugere o uso do Princípio da Precaução para auxiliar o
processo de tomada de decisões envolvendo a análise e o gerenciamento de risco
realizados / Abstract: According to CONAMA nr. 001/86 it is required, for licensing purposes, a
Risk Analysis Study ? RAS of the activities that can harm the environment. Thus,
not only the pollution questions should be considered in licensing process, but also
the accident prevention and mitigation. Milling and mining, chemical and
petrochemical industries, electric power generation and distribution, and handling,
storage and transport of hazardous materials are examples of activities that should
provide RAS to the environmental bodies.
The minimal requirements of RAS are normally defined in different
Reference Terms by the regulatory bodies of the states of Federation. In the case
of nuclear and radioactive facilities both the environmental bodies and CNEN
(Brazilian Nuclear Energy Commission) conduct the licensing process. Inside
Safety Analysis Reports of such facilities it is required by CNEN the presentation of
an accident risk analysis. However, neither the scope nor the exemption criteria for
risk analysis are clearly defined.
The purpose of this present work is to evaluate the legal requirements for
accident risk analysis and propose an approach to comply them. Two different
Reference Terms, from environmental bodies of São Paulo and Rio Grande do Sul
(CETESB and FEPAM, respectively), were analyzed. They were compared using
different accident scenarios, including different hazardous materials, quantities and
population distances. It was verified the conditions that make one more
conservative than the other. The deterministic and probabilistic approaches are
considered and it is proposed the use of the Precaution Principle in order to help
the decisions about the scope and completeness of the risk analysis and
management / Mestrado / Sistemas de Processos Quimicos e Informatica / Mestre em Engenharia Química
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Hodnocení environmentálních rizik v průmyslovém podniku / Environmental risk assessment in industrial enterpriseMarada, Vojtěch January 2014 (has links)
Environmental risk assessment in industrial enterprise is important part of safety documentation required by legislation of the Czech Republic and of the EU. Despite that, there is given less attention to this part of risk analysis in the Czech Republic, than in the other countries of EU. Importance of this part is evident for a number of significant industrial accidents with impact to the environment. This Master’s thesis deals with the methods used in safety engineering for the environmental risk assessment, according to Act No. 59/2006 Coll., on the prevention of major accidents, as amended by later regulations. The thesis is divided into theoretical and practical part. Theoretical part includes the legislative summary of Act No. 59/2006 Coll. on the prevention of major accidents, as amended by later regulations and requirements for owners, which result from this law. Further, the frameworks for environmental risk assessment in the EU and USA were evaluated and compared. Main part deals with the characteristics of selected (most commonly used in practice) methods for environmental risk assessment, evaluation of its usability and creation of compact process for environmental risk assessment in industrial enterprise in accordance to legislative requirements. In the final part, there is performed application of suggested process for environmental risk assessment in the concrete industrial enterprise.
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Rozšíření analýzy rizik v systému RTC / Risk Analysis Extension in RTC SystemFiličko, Dávid January 2016 (has links)
This thesis is about the risks, what is the risk and what methods exist for risk analysis with the focus on HAZOP, FMEA, ETA and FTA. At the end of the thesis is described RTC system, design and inpmelentation of extesion for the system.
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Qualitative risk analysis on wave energy technologiesBliss, Nice Sam January 2020 (has links)
Wave energy as an industry is yet to emerge as a reliable energy technology. As of now, no wave energy device is said to be a commercial success. Survival in the harsh ocean environment, the low frequency of waves and the variability of wave resources are the basic challenges that a wave power concept or a developer has to overcome. In addition to these challenges, there are number of other barriers such as economic and regulatory risks which hinder the development. A number of concepts or devices have failed one after another, to be commercially successful. Many of the failures were due to economic reasons and others were due to technical or environmental factors. Mistakes or failures can be repeated if they are not shared within the industry. This thesis attempts to identify the barriers to wave energy concepts and to analyse them qualitatively. Efforts have been taken to include the previous instances of failures and their causes so as to avoid them in future. The data was collected through literature review of published papers, reports, news articles and through a survey which was distributed among experts in the industry and academia. It can be seen that one barrier can trigger others and that they are interconnected. In the same way, solving one barrier can clear the others too. The risks faced by wave energy technologies are identified, analysed and some mitigation methods are discussed.
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TRANSIENT-BASED RISK ANALYSIS OF WATER DISTRIBUTION SYSTEMSHoagland, Steven 01 January 2016 (has links)
Water distribution system utilities must be able to maintain a system’s assets (i.e., pumps, tanks, water mains, etc.) in good working condition in order to provide adequate water quantity and quality to its customers. Various asset management approaches are employed by utilities in order to make optimal decisions regarding the renewal of system components. Part of a good asset management approach is performing a comprehensive risk analysis which consists of considering all potential ways in which the system may fail, the likelihood failure of for each scenario, and the consequences of said failure. This study investigates a water distribution system’s risk of failure due to both acute transient events (e.g., pump trip) and standard pressure fluctuations due to daily system operations. Such an analysis may be useful in optimal decision making such as asset monitoring, scheduling of condition assessments or system renewal projects, policy implementation, and investment priorities in order to keep the utility’s total costs at a minimum. It may also be useful as a precautionary measure to help prevent catastrophic failures such as large main blowouts for which the utility would incur substantial costs, both direct and indirect.
As part of this thesis, a database of water distribution system models is used to analyze the effects of an acute transient event for different system configurations. The database was created at the University of Kentucky and has been made available to the research community to test newly developed algorithms for various studies including optimal system operations and optimal system design.
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