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    A Solution Approach for Routing of Carriers of Hazardous Materials Problem Based on Risk and Time

    , M.Sc. Thesis Sharif University of Technology Kazemi Ashtiani, Mohammad Reza (Author) ; Kianfar, Farhad (Supervisor)
    Abstract
    Due to the importance of hazardous materials (hazmat) transportation, this problem should be programmed and solved appropriately. Hazardous materials are substances that may endanger the health of humans, animals and the environment. One of the most important parameters in hazmat transportation problem is risk, since other routing researches don’t involve risk as an influencing parameter. In the scientific literature of the transport of hazardous materials, the risk is defined by the calculation of the probability and severity of damage to the endangered recipient through unwanted warnings from hazardous substances. In the model of this research, the accident rate is considered as the... 

    Using Machine Learning Methods in Financial Market for Fundamental or Technical Analysis Based on Hybrid Models

    , M.Sc. Thesis Sharif University of Technology Sabbaghi Lalimi, Amir Hossein (Author) ; Kianfar, Farhad (Supervisor)
    Abstract
    Forex prediction is one of the inresting topics for researchers and traders. They are always trying to improve their accuracy. Recently machine learning technichs especially deep neural networks has shown great success and high accuracy for market prediction.In this paper we propose several multi-input deep neural networks to predict the direction and amount of change for euro/usd rate. Our models are based on scalping strategy fitting high frequency trading. Our first model is based on deep Long Short Term Memory layers which is our best model. Our second model is based on deep 1D- Convolutional layers. The last model is our simplest model which is based on MultiLayer Perceptron. Also we... 

    An Analysis of Oil Revenues and Monetary and Financial Policies on Iran's Long-term Economic Growth

    , M.Sc. Thesis Sharif University of Technology Mir Jafari, Faezeh Sadat (Author) ; Kianfar, Farhad (Supervisor)
    Abstract
    In many papers, GDP is used as a measure of economic growth, which is shown to possess a nonlinear structure. The study focuses on the nonlinear Granger causality between liquidity, government spending, oil revenues and economic growth by markov-switching vector autoregressive and markov- switching Granger causality approach for the period of 1369-1397 for Iran. The empirical results from MSAI(2)-VAR(4) suggest that Oil revenues and government spending have a significant impact on economic growth in both regimes. Also, markov- switching Granger causality results are quite different from the traditional Granger causality results, that suggests the nonlinear Granger causality has more... 

    Movie Success Prediction using Machine Learning Algorithms

    , M.Sc. Thesis Sharif University of Technology Talei Farkhondeh, Mohammad Jafar (Author) ; Kianfar, Farhad (Supervisor)
    Abstract
    Briefly, the accomplishment of movies is based on their sales at the box office or gaining an achievement at the film festivals. Utilizing AI calculations and machine learning algorithms, various models have been proposed for the prediction of these achievements in the literature such as predicting the success of movies using regression models or the success of movies using discrete decision models is anticipated, and in another study the effect of social media data on sales investigated. The methods which are used to tackle these problems can be referred to as machine learning algorithms including neural networks, regression models, discrete decision-making models, public and experts... 

    Plant Function Deployment Via Reliability- Centered Maintenance

    , M.Sc. Thesis Sharif University of Technology Kianfar, Azadeh (Author) ; Kianfar, Fereydoon (Supervisor)
    Abstract
    Reliability Centered maintenance (RCM) is a systematic approach for designing preventive maintenance program for plants. Quality Function Deployment (QFD), which is a well known tool of Total Quality Management, is also a systematic and disciplined approach for designing products and services. In QFD the objective is to satisfy the requirements of the customers of the product or service with limited resources. Now if we consider the preventive maintenance program that RCM specifies for a plant as a service and define the customer requirements for this service to be preserving the functions of the plant we can use QFD for maintenance via RCM. By doing this all the proven advantages of QFD... 

    A comparison of two estimators for solutions to greedy algorithm in scheduling depletable sources

    , Article International Conference on Risk Management and Engineering Management, Toronto, ON, 18 April 2008 through 18 April 2008 ; 2008 , Pages 80-85 ; 9780978348458 (ISBN) Kianfar, S ; Azizi, E ; Kianfar, F ; Sharif University of Technology
    2008
    Abstract
    There are many depletable resource planning problems associated with convex cost function. The Greedy algorithm has been used to find the optimal solution for such problems. But exploiting that algorithm requires a large bulk of computations to find the optimal solution. Thus, in this paper we have established two piecewise linear estimators for the convex cost function: an inner intersection of the function values and an outer tangent. A practical experiment was conducted to compare the performance of the two presented estimators and it was observed that the outer tangent performs more efficiently than the inner intersection. The execution time of the Greedy Algorithm and the estimation... 

    A numerical method to approximate optimal production and maintenance plan in a flexible manufacturing system

    , Article Applied Mathematics and Computation ; Volume 170, Issue 2 , 2005 , Pages 924-940 ; 00963003 (ISSN) Kianfar, F ; Sharif University of Technology
    2005
    Abstract
    The simultaneous planning of the production and the maintenance in a flexible manufacturing system is considered in this paper. The manufacturing system is composed of one machine that produces a single product. There is a preventive maintenance plan to reduce the failure rate of the machine. This paper is different from the previous researches in this area in two separate ways. First, the failure rate of the machine is supposed to be a function of its age. Second, we assume that the demand of the manufacturing product is time dependent and its rate depends on the level of advertisement on that product. The objective is to maximize the expected discounted total profit of the firm over an... 

    Optimal production and maintenance control under a time variant demand

    , Article Scientia Iranica ; Volume 12, Issue 1 , 2005 , Pages 26-33 ; 10263098 (ISSN) Kianfar, F ; Sharif University of Technology
    Sharif University of Technology  2005
    Abstract
    In this paper, optimal production and maintenance planning of a flexible manufacturing system under a time variant demand is considered. There is a preventive maintenance plan to reduce the failure rate of the machine. It is assumed that the failure rate of the machine is a function of its age and its maintenance rate. It is, also, assumed that the demand of the manufacturing product is time dependent and its rate depends on the level of the advertisement on that product, The objective is to maximize the expected discounted total profit of the firm over an infinite time horizon. To solve this optimization problem, first, an optimal control is characterized by a set of Hamilton-Jacobi-Bellman... 

    Optimal planning of equipment maintenance and replacement on a variable horizon

    , Article Scientia Iranica ; Volume 11, Issue 3 , 2004 , Pages 185-192 ; 10263098 (ISSN) Kianfar, F ; Sharif University of Technology
    Sharif University of Technology  2004
    Abstract
    In maintenance and replacement planning of an industry, the purchasing of new equipment on the market with some kind of technological improvement over existing equipment should be taken into account. Because of operating cost, ordinary and preventive maintenance expenses may be lower, production rate may be higher and the quality of output may be better, etc. The industry to be considered in this paper is the mining industry and the replaced equipment is the mine shovel. It is assumed that, at most, one new shovel can be purchased before the mine is exhausted. It is possible that the mine is given up before exhausted, because of the disadvantage of the expense and loss of the salvage value... 

    Iranian Professional Football League’s Scheduling

    , M.Sc. Thesis Sharif University of Technology Madadi, Mahdi (Author) ; Kianfar, Ferydoon (Supervisor)
    Abstract
    Finding a proper and fair schedule for sport competitions has been an important issue, especially these days which professional sports has became a large scale business and profitability of sport competitions depends on the quality of the schedule.
    Hence in the last three decades sport scheduling has been considered by computer science and operation research scientists.
    Professional soccer league consists of many teams which compete in one round or double round robin tournament every year. In round robin tournaments each team has two matches, one at their own place and the other one at the competitors place. The main issues of the sport scheduling are the round and the host of... 

    A Set of Indicators, Based on EFQM Model, for Key Results and Customer Results for Project Oriented Processes of MAPNA Group

    , M.Sc. Thesis Sharif University of Technology Geilari, Zahra (Author) ; Kianfar, Ferydoon (Supervisor)
    Abstract
    MAPNA is a leading project oriented company in the field of power, water, oil and transportation in Iran. MAPNA has the policy of using quality management principles and tools to improve the company and in this regard has chosen EFQM excellence model as a tool to move towards excellence. EFQM requires a set of indicators to measure performances of the processes and their results. These indicators should be tailor made for the company.
    The subject of this thesis is to evaluate the present indicators used in implementing EFQM in MAPNA and considering MAPNA’s characteristics propose any changes required. The study is limited to indicators for key results and customer results for certain... 

    A Model for Public Project Evaluation and Selection Based on Citizen Satisfaction

    , Ph.D. Dissertation Sharif University of Technology Alizadeh, Alireza (Author) ; Kianfar, Fereydoon (Supervisor)
    Abstract
    Public projects are those projects that are run by public financial resources such as tax or other national governmental incomes. Selection of these projects is relatively difficult due to their importance, long life-time, and high costs. In most models developed in previous studies to select public projects, financial matters and risks are the only factors which were considered. However, the public projects should naturally be selected in a way that citizens’ benefits are maximized (in both short- and long-term) and citizens’ living level increases. In other words, public projects should be selected to increase citizens’ satisfaction. In this thesis, a model for public projects is presented... 

    A Closed-loop Green Supply Chain Network Design Using Robust Optimization

    , M.Sc. Thesis Sharif University of Technology Jafarnejad, Nasim (Author) ; Fereydoon, Kianfar (Supervisor)
    Abstract
    Network design is one of the major strategic decisions of a supply chain which leads to the whole sustainability of the chain. Besides, due to an increase in carbon dioxide emissions and its harmful effects, recently there has been an growing interest in green supply chain network design. In this thesis, a mixed integer linear programming is developed to formulate a closed-loop supply chain with forward and reverse logistics. Moreover, social cost rate of carbon dioxide is used to consider environmental impact. Considering uncertainty in closed-loop supply chains is crucial. To do so, three robust optimization methods including Soyster, Ben-tal and Nemirovski and Bertsimas and Sim approaches... 

    Reliability analysis of rammed earth structures

    , Article Construction and Building Materials ; Volume 127 , 2016 , Pages 884-895 ; 09500618 (ISSN) Kianfar, E ; Toufigh, V ; Sharif University of Technology
    Elsevier Ltd  2016
    Abstract
    Rammed earth (RE) structures are widely used for more sustainable and environment-friendly buildings. Due to lack of design standards, the engineering decisions often rely on rule-of-thumb method which may lead to quite conservative or unsafe designs. In this study, load and resistance parameters were treated as random variables in reliability analysis. The reliability index and failure probability of RE structures were evaluated using First-Order-Reliability-Method (FORM) and then compared with Second-Order-Reliability-Method (SORM) and Monte Carlo Sampling method. The analysis was performed based on the different a) load combinations, b) wall geometry, c) material type (unstabilized or... 

    Methodology and theory: plant function deployment via RCM and QFD

    , Article Journal of Quality in Maintenance Engineering ; Volume 16, Issue 4 , 2010 , Pages 354-366 ; 13552511 (ISSN) Kianfar, A ; Kianfar, F ; Sharif University of Technology
    2010
    Abstract
    Purpose - This paper aims to address the capability of reliability-centered maintenance (RCM), which is a preventive maintenance design tool. Design/methodology/approach - A model named Plant Function Deployment (PFD) is developed, in which the methodology of quality function deployment (QFD) is added to RCM to improve RCM capability in preserving the functions of the plants. Findings - The objective of preserving the plant functions with least resources, in RCM, is attained more efficiently if the methodology of QFD is added to RCM. Practical implications - PFD is a model for designing a preventive maintenance program which uses RCM and QFD methodologies. PFD organizes all the important... 

    Lot sizing and lead time quotations in assembly systems

    , Article Scientia Iranica ; Volume 16, Issue 2 E , 2009 , Pages 100-113 ; 10263098 (ISSN) Kianfar, F ; Mokhtari, G ; Sharif University of Technology
    2009
    Abstract
    In this paper, a simultaneous lead time quotation and lot sizing problem in an assembly system is investigated. We address a production system with a product that has deterministic demand over a T-period planning horizon and is produced in lots because of the economy of scale. If a lot is completed before the demand period, inventory carrying cost is incurred. On shortages, a lead time is quoted to customers and a lead time quotation cost is incurred. Finally, if the order is delivered later than its due date period, a tardiness cost is charged. The components supply lead time is stochastic, which follows a discrete distribution. The problem is to decide on the lot size of products and... 

    Investigation on the Structural Behavior of Rammed Earth Structures

    , Ph.D. Dissertation Sharif University of Technology Kianfar, Ehsan (Author) ; Toufigh, Vahab (Supervisor)
    Abstract
    Nowadays, construction with earthen materials has become more widespread due to their advantages: low construction cost, low embodied energy, application of green materials, and recyclability. Rammed earth (RE) as a sustainable construction has been used worldwide for decades. They are built in many countries such as Australia, China, India, and many parts of Africa and Europe. The rammed earth materials are cheap, accessible, and green and provide good thermal buffering. Stabilizers such as cement and lime with high embodied energy are frequently used in rammed earth construction to enhance materials' mechanical properties and durability. Stabilizers in RE materials could affect the energy... 

    Implementation of Project Based Organizations Excellence Model in a Petrochemical Projects Contractor

    , M.Sc. Thesis Sharif University of Technology Sadeghzadeh, Keivan (Author) ; Fereydoon, Kianfar (Supervisor)
    Abstract
    According to a novel approach of National Petrochemical Company to deployment of quality concepts on petrochemical projects and effort to develop the excellence models & paragons in various fields like managing contractors of petrochemical project and plans, “Project Based Organizations Excellence Model” presented by Project Management Research and Development Center of National Petrochemical Company as a new pattern of performance improvement in this companies. Implementation of this model in organization also required many infrastructures as knowledge and wisdom, managerial concept, dynamic and process vision that appear gradually. The purpose of this thesis is the development and also... 

    A Model for Optimal Selection of Internet Bandwidth with Desired Quality of Service, and Applying it for Iran

    , M.Sc. Thesis Sharif University of Technology Ahoopai, Hossein (Author) ; Kianfar, Ferydoon (Supervisor)
    Abstract
    This thesis intends to provide a decision model to determine the best amount of bandwidth that must be rented from each of the broadband Internet service providers. Each internet service provider has a proposal. Each proposal consists of a path and a cost and the values of performance indicators for the path. The aim is to achieve an acceptable range for overall network key performance indicators with minimum total cost . Network performance key indicators are availability , packet loss and packet delay. Internet service providers have several pops throughout the world and there are several path to these pops. A link is a combination of origin point , local path , exit point ,... 

    Periodic Train Timetabling In Double-Way Railways By Considering The Praying Constraint

    , M.Sc. Thesis Sharif University of Technology Shekarchian, Sajjad (Author) ; Kianfar, Freydoon (Supervisor)
    Abstract
    Train timetabling is one of the most important problems in the railway scheduling field. It concerns with determining the trians’ arrival and departure times to/from each station so that some constraints are satisfied and some objectives are met. The objective in this thesis is to minimize the summation of dwell times of all trains. The timetables which are offered in this thesis are periodic. It means that each event repeats after a period time. The events are arrivals and departures of trains to/ from stations. In this timetable, the praying constraint is considered as wellso that after Azan time, the train has to dwell in the first station which has enough place for praying. So an integer...