Loading...
Search for: sensitivity-analysis
0.01 seconds
Total 517 records

    Thermal optimization of the continuous casting process using distributed parameter identification approach—controlling the curvature of solid-liquid interface

    , Article International Journal of Advanced Manufacturing Technology ; Volume 94, Issue 1-4 , 2018 , Pages 1101-1118 ; 02683768 (ISSN) Tavakoli, R ; Sharif University of Technology
    Springer London  2018
    Abstract
    Thermal optimization of the vertical continuous casting process is considered in the present study. The goal is to find the optimal distribution of the temperature and interfacial heat transfer coefficients corresponding to the primary and secondary cooling systems, in addition to the pulling speed, such that the solidification along the main axis of strand approaches to the unidirectional solidification mode. Unlike many thermal optimization of phase change problems in which the desirable (target) temperature, temperature gradient, or interface position are assumed to be a priori known, a desirable shape feature of the freezing interface (not its explicit position) is assumed to be known in... 

    Probabilistic failure analysis of hot gas path in a heavy-duty gas turbine using Bayesian networks

    , Article International Journal of Systems Assurance Engineering and Management ; Volume 10, Issue 5 , 2019 , Pages 1173-1185 ; 09756809 (ISSN) Mirhosseini, A. M ; Adib Nazari, S ; Maghsoud Pour, A ; Etemadi Haghighi, S ; Zareh, M ; Sharif University of Technology
    Springer  2019
    Abstract
    Heavy-duty gas turbines are usually devised in power plants to generate electrical energy. Sudden failure in any of its parts or subdivisions will result in a decrement of the efficiency of the system or emergency shutdown of the system. The highest risk of failure in these turbines is subjected to the hot gas path (HGP) of the turbine. Due to the existence of uncertainty in diagnosing process or damage growth, in this research, a modified risk-based probabilistic failure analysis model using Bayesian networks (BN) was developed. First, a failure model was developed using the Fault Tree Analysis, and then it is transformed into a BN model. This model is capable of predicting and diagnosing... 

    Structural reliability approach to analysis of probabilistic seismic hazard and its sensitivities

    , Article Bulletin of Earthquake Engineering ; Volume 17, Issue 3 , 2019 , Pages 1331-1359 ; 1570761X (ISSN) Rahimi, H ; Mahsuli, M ; Sharif University of Technology
    Springer Netherlands  2019
    Abstract
    This paper presents a new probabilistic framework for seismic hazard assessment and hazard sensitivity analysis. Hazard in this context means the probability of exceeding a measure of ground shaking intensity, such as peak ground acceleration and spectral acceleration. The main components of the proposed framework include structural reliability methods to estimate exceedance probabilities and their sensitivities, and multiple probabilistic models for earthquake occurrence, magnitude, location, and ground motion. This paper presents two analysis approaches. The first approach utilizes the first- and second-order reliability methods and importance sampling. This approach efficiently yields the... 

    Vulnerability mapping of coastal aquifers to seawater intrusion: Review, development and application

    , Article Journal of Hydrology ; Volume 570 , 2019 , Pages 555-573 ; 00221694 (ISSN) Parizi, E ; Hosseini, S. M ; Ataie Ashtiani, B ; Simmons, C. T ; Sharif University of Technology
    Elsevier B.V  2019
    Abstract
    In this study, a review of the overlay/index methods served for delineation of vulnerable zones in coastal aquifers affected by SWI is provided. Then, a more realistic presentation of the vulnerability mapping of coastal aquifers to SWI through modified GALDIT index method by incorporating the influential factors on SWI is established. The modifications on GALDIT method including incorporating the seaward hydraulic gradient (i) instead of the height of groundwater level above sea level (L) (so-called GAiDIT), and considering hydraulic gradient (i) as an additional parameter to the GALDIT (so-called GALDIT-i). Three GALDIT, GAiDIT, and GALDIT-i methods were evaluated with data from three... 

    Study of the effect of thermal dispersion on internal natural convection in porous media using fourier series

    , Article Transport in Porous Media ; Volume 131, Issue 2 , 2020 , Pages 537-568 Fahs, M ; Graf, T ; Tran, T. V ; Ataie Ashtiani, B ; Simmons, C. T ; Younes, A ; Sharif University of Technology
    Springer  2020
    Abstract
    Natural convection in a porous enclosure in the presence of thermal dispersion is investigated. The Fourier–Galerkin (FG) spectral element method is adapted to solve the coupled equations of Darcy’s flow and heat transfer with a full velocity-dependent dispersion tensor, employing the stream function formulation. A sound implementation of the FG method is developed to obtain accurate solutions within affordable computational costs. In the spectral space, the stream function is expressed analytically in terms of temperature, and the spectral system is solved using temperature as the primary unknown. The FG method is compared to finite element solutions obtained using an in-house code... 

    Effect of distance-dependent dispersivity on density-driven flow in porous media

    , Article Journal of Hydrology ; Volume 589 , October , 2020 Younes, A ; Fahs, M ; Ataie Ashtiani, B ; Simmons, C. T ; Sharif University of Technology
    Elsevier B.V  2020
    Abstract
    In this study, the effect of distance-dependent dispersion coefficients on density-driven flow is investigated. The linear asymptotic model, which assumes that dispersivities increase linearly with distance from the source of contamination and reach asymptotic values at a large asymptotic distance, is employed. An in-house numerical model is adapted to handle distance-dependent dispersion. The effect of asymptotic-dispersion on aquifer contamination is analyzed for two tests: (i) a seawater intrusion problem in a coastal aquifer and (ii) a leachate transport problem from a surface deposit site. Global Sensitivity Analysis (GSA) combined with the Polynomial Chaos Expansion (PCE) surrogate... 

    A probabilistic framework for water budget estimation in low runoff regions: A case study of the central Basin of Iran

    , Article Journal of Hydrology ; Volume 586 , 2020 Soltani, S. S ; Ataie Ashtiani, B ; Danesh Yazdi, M ; Simmons, C. T ; Sharif University of Technology
    Elsevier B.V  2020
    Abstract
    Utilizing ground-based measurements to obtain water budget components, especially in large scale basins, is challenging due to the limitation in the spatiotemporal availability of in-situ data. In this paper, we propose a probabilistic framework for estimating water budgets in low runoff regions using remote sensing products. By studying water budgets in the Central Basin of Iran (CBI) over 8 years period (2009–2016), we investigate the locations and time scales at which the water budget calculated from satellite products provides most closure. To this end, we use precipitation from the Tropical Rainfall Measuring Mission (TRMM), evapotranspiration from the Water Productivity Open Access... 

    Ramifications of blind adoption of load and resistance factors in building codes: reliability-based assessment

    , Article Bulletin of Earthquake Engineering ; Volume 19, Issue 2 , 2021 , Pages 963-986 ; 1570761X (ISSN) Mahmoudkalayeh, S ; Mahsuli, M ; Sharif University of Technology
    Springer Science and Business Media B.V  2021
    Abstract
    This paper presents a probabilistic approach to reveal the negative consequences of overlooking code calibration when adopting the provisions of nonindigenous building codes in design. A taxonomy of the national building codes of various countries whose provisions are adopted from one or more original standards is first presented. Next, the reliability-based approach to quantify the lack of safety that may arise due to the absence of code calibration is presented. This approach is then applied to the case study of the National Building Code of Iran, whose load and resistance factors are directly adopted from ASCE/SEI 7. To this end, seven steel building archetypes with various structural... 

    Technical and Economical Feasibility Study of Using Flare Gas for Converting to Other Products in Iran

    , M.Sc. Thesis Sharif University of Technology Marouf Mashat, Azadeh (Author) ; Sattari, Sourena (Supervisor)
    Abstract
    The Increasing trend of gas flaring over oil fields and gas process systems in Iran not only causes several environmental problems, but makes the economical resources useless as well. Considering the high amount of flaring and old facilities, one of the best solutions is the recovery of the flare gas in Iran. It seems that collecting the flare gas is not possible in different sectors. Therefore, using a plant for converting flare gas to other products must be logical. In this project, the feasibility study of converting flare gas to other products is studied. For this reason, a methanol plant is simulated; whose input feed is the content of flare gas of the South of Iran (Marun and Siri).... 

    Sensitivity Analysis in Total Search Domain and Automatic Selection of the Most Sensitive Matching Parameters in Tuning of EOS and History Matching

    , M.Sc. Thesis Sharif University of Technology Chenani, Ahmad (Author) ; Jamshidi, Saeed (Supervisor)
    Abstract
    One of the major issues raised in the numerical models is the effects of various input parameters on the model output. Identifying the most important parameters in the output is very important in petroleum engineering, especially in tuning equation of states and history matching. Screening the most important parameters from unimportant parameters is assessable by sensitivity analysis.In this study local and global sensitivity analysis methods are used to identify the most important parameters in tuning EOS for seven different fluid samples. Global sensitivity analysis methods are more successful in correct ranking of tuning parameters. Morris method as a global method can screen the... 

    Shape Optimization of Concrete Arch Dams

    , Ph.D. Dissertation Sharif University of Technology Takalloozadeh, Meisam (Author) ; Ghaemian, Mohsen (Supervisor)
    Abstract
    Finding an initial point to start classical optimization methods is privileged to finding an algorithm. It is due to high dependency of final result to selection of initial point, which is independent of type of the algorithm. In engineering optimization where space of problem has several local extremums, this fact has higher effects. In the present study, to overcome this problem in finding optimum shape of concrete arch dams, a two-stage approach is proposed. In the first stage (discrete stage), using the developed stress-constrained topology optimization, an initial optimum shape is obtained. Afterward in the next stage (continuous stage), the optimum shape obtained from previous stage is... 

    Ekranoplan Design Survey, Determination and Enhancement of Flying Qualities characteristics Through Stability Alalysis

    , M.Sc. Thesis Sharif University of Technology Ahanzadeh, Hamid Reza (Author) ; Banazadeh, Afshin (Supervisor)
    Abstract
    During the last five decades, interest in High Speed Marine Vehicleshas been increasing for both commercial and military use, leading to newconfgurations and further development of already existing configurations to fill the gap between the low speed ships by high payload capacity to low construction cost, and high speed aircrafts by low payload capacity to high construction cost. Therfore Wing-In-Ground effect crafts (WIG)were introduced as the new marine vehicles family memberwhich have the potential for payload capacities closer to fast marine crafts and the cost of construction is much lower than aircraftswhile they are capablefly close to the water surface. On the whole, in this... 

    Uncertainty Analysis and Inverse Modeling of Seawater Intrusion in Coastal Aquifers

    , Ph.D. Dissertation Sharif University of Technology Rajabi, Mohammad Mahdi (Author) ; Ataei Ashtiani, Behzad (Supervisor)
    Abstract
    Groundwater is the primary source of freshwater in many coastal areas and small islands around the world. The most important hazard to groundwater quality in coastal aquifers is seawater intrusion (SWI) resulting from over pumping, prolonged drought conditions and sea level rise due to climate change impacts. Numerical models of SWI are an important tool in the management of coastal aquifers. However, numerical modeling of SWI is one of the most challenging problems in groundwater hydrology. One of the reasons for the challenging nature of SWI numerical modeling is the relatively large level of uncertainty associated with the estimation of the model input parameters. This study focused on... 

    Optimal Design of Functionally Graded Materials Under Thermomechanical Loadings

    , M.Sc. Thesis Sharif University of Technology Alizadeh, Saeed (Author) ; Tavakoli, Rohollah (Supervisor)
    Abstract
    A numerical algorithm for the optimal design of two components functionally graded materials under thermomechanical loadings is introduced in the present study. It is based on the topology optimization method. The objective function, to be minimized, is defined as the weighted combination of the thermal and mechanical compliance of structure. The design variables are defined as the local volume fractions of contributing phases. The set of constraints includes bound constraints on local volume fractions and a global constraint on the total volume fraction of the matrix phase. The corresponding heat and elasticity equations are solved by the finite element method. The local material properties... 

    Tolerance Analysis of Rotating Mechanical Systems in Presence of Dimensional and Geometrical Errors

    , M.Sc. Thesis Sharif University of Technology Fallahzadeh, Hamed (Author) ; Khodaygan, Saeed (Supervisor)
    Abstract
    Because of increasing demands for using of rotating systems in high accuracy and high speed applications, in addition of specific condition of rotating systems, it is necessary to analysis these rotating systems characteristics. In addition to the dimensional and geometrical errors of mechanical system parts and assembly errors, manufacturing quality directly depends on Non Repetitive Run-Out (NRRO) errors; so the results of NRRO errors as an ultra-precision characteristic should be studied in required outputs. In this paper by analyzing dimensional and geometrical tolerances as tolerance zone, the variations of system outputs because of tolerances is calculated in both static and dynamic... 

    Numerical Investigation of Stress Absorbing Membrane Interlayer

    , M.Sc. Thesis Sharif University of Technology Kazemi Zanjani, Nariman (Author) ; Motamed, Arash (Supervisor)
    Abstract
    Stress Absorbing Membrane Interlayer (SAMI) is a slightly thin layer made of bitumen and aggregate placed between a pavement with limited cracking and overlay in order to avoid reflective cracking in overlay. SAMI’s performance depends on many factors such as pavement layer’s materials and thickness and existing pavement’s condition. Numerical simulations are powerful tools to evaluate SAMI’s performance. Previous studies showed that construction of SAMI does not necessarily reduce reflective cracking. This research investigated the effect of different parameters on SAMI’s performance using numerical simulations. The focus of this study was on the performance of SAMIs used between asphalt... 

    An Appraisal of the Trends of Trade and Transportation of Food Products Among Asia, Europe and Africa

    , M.Sc. Thesis Sharif University of Technology Mirzazadeh, Babak (Author) ; Vaziri, Manouchehr (Supervisor)
    Abstract
    In this research, the trends of trade and transportation for the 10 subdivisions of food products and food products as a whole product based upon Standard International Trade Classification, SITC, have been appraised during the time period covering 1965 to 2005 among 125 countries in Asia, Europe and Africa. In this respect, the data of trade for the mentioned goods was gathered and other variables including gross domestic product, population, access to the international waters and area of countries and three transportation networks comprising two multimodal transportation networks and a unimodal network, during the cited period and for 125 countries was gathered. Then, regressions of trade... 

    Trade and Transportation Trends of Manufactured Goods in Asia-Europe-Africa

    , M.Sc. Thesis Sharif University of Technology Sohrabi, Alireza (Author) ; Vaziri, Manouchehr (Supervisor)
    Abstract
    This research aims to study the trade trends of Manufactured goods, classified chiefly by Material, identified under Code 6 in the Standard International Trade Classification, SITC, and its nine divisions. The study scope covered 125 countries throughout Asia, Europe and Africa and 9 distinct years spanning a 40-year time period between 1965 and 2005. By means of this study, determinant factors for modelling and investigation of trade flow characteristics for the mentioned items can come to be better understood. The time-series data were grouped into four categories: bilateral trade value, socio-economic, geographical and transportation variables, obtained from centralized international... 

    Sensitivity Analysis and Optimization in Network Flows

    , Ph.D. Dissertation Sharif University of Technology Aini, Asghar (Author) ; Eshghi, Kourosh (Supervisor)
    Abstract
    In today's life, we look at each other, seeing different networks, such as power networks, telecommunication networks, transportation networks (freeways, roads, streets), rail networks, air service networks, shipping networks, Logistics networks (networks of construction and distribution), computer networks, Internet networks (e-commerce, banking networks), airline reservation networks, social networks and so on. In all of these networks, an entity such as man, product, car, electricity, message, information, aircraft, etc. from one source into a destination is moved according to the network's purposes and objectives.This thesis analyzes the sensitivity analysis and optimization of... 

    Seismic Performance Improvement of Bridges Using Optimized Compound Restrainers

    , Ph.D. Dissertation Sharif University of Technology Pahlavan Yali, Ahmad (Author) ; Joghataie, Abdolreza (Supervisor)
    Abstract
    During an earthquake, if the seat width provided at the joint is less than the relative joint opening, the bridge’s superstructure becomes unseat which leads to potential collapse due to the lack of support. Because of the catastrophic consequences of loss of support and the perception that the damage could easily be prevented at relatively low cost, some retrofitting programs focus on preventing such failures involved the addition of longitudinal restrainer cables and bars to limit the relative movements at expansion joints. Noticing the weaknesses of usual restrainers including the transmission of excessive forces to substructures, weak capability of energy dissipation during severe...