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    Temperature-aware Power Dissipation Analysis in Hyperscale Data Centers

    , Ph.D. Dissertation Sharif University of Technology Rezaei Mayahi Nejad, Mehdi (Author) ; Sarbazi-Azad, Hamid (Supervisor)
    Abstract
    Hyperscale cloud data center (HCDC) (a.k.a., hyperscale data center) is the backbone of a wide variety of Internet services such as web-hosting, ecommerce, social networking, software as a service (SaaS), platform as a service (PaaS), application as a service (AaaS), and cloud computing.HCDC platforms consist of massive parallel processing, high utilization rate, and high volume storage that cost hundreds of million dollars.The increased demand for various Internet services and the subsequent dramatic growth in HCDC platforms, have caused an exponential increase in utilization of energy. With energy costs on the rise and global attention focused on carbon footprints, organizations are... 

    The Application of Acceptance Sampling Plans on the Reliability of k-out-of-m Systems

    , M.Sc. Thesis Sharif University of Technology Adibfar, Saeed (Author) ; Eshraghniaye Jahromi, Abdolhamid (Supervisor)
    Abstract
    Modern engineered products from individual parts to large systems shall be designed and produced to meet the required reliability at the time of the mission. A well-known type of systems in reliability issues is called k-out-of-m system. There are two common ways to enhance the reliability of these systems. These are: (1) increasing component reliability through more stringent acceptance sampling, and (2) improving system reliability through increases in component redundancy. The objective of this study is to determine the optimal plan in k-out-of-m systems. In fact, we seek to find an optimal plan for a decision maker considering his or her limitations such as cost and reliability. An... 

    Evaluating Availability of Data Storage Systems and Its Impact on Total Cost of Ownership

    , Ph.D. Dissertation Sharif University of Technology Kishani Farahani, Mostafa (Author) ; Asadi, Hossein (Supervisor)
    Abstract
    From small businesses to large organizations and corporations, data is the most valuable and most vulnerable asset. The exponential explosion of digital data, known as Big Data, has evolved data storage industry and mandates new solutions for handling dependability and performance demands. Now Exa-scale datacenters employ millions of storage media that translates to multiple failures per hour. The storage design problem gets more dimensions by the emerge of Non-Volatile Memories (NVMs) and Solid-State Drives (SSDs) that have limited endurance. Both industry and academy continuously struggle to evaluate and improve the dependability of data storage systems and minimize the chance of data... 

    Thermodynamic modeling and optimization of cogeneration heat and power system using Evolutionary algorithm (Genetic Algorithm)

    , Article Proceedings of the ASME Turbo Expo, 14 June 2010 through 18 June 2010 ; Volume 3 , 2010 , Pages 745-752 ; 9780791843987 (ISBN) Ebrahimi, P ; Karrabi, H ; Ghadami, S ; Barzegar, H ; Rasoulipour, S ; Kebriyaie, M ; Sharif University of Technology
    Abstract
    A gas-turbine cogeneration system with a regenerative air preheater and a single-pressure exhaust gas boiler serves as an example for application of CHP Plant. This CHP plant which can provide 30 MW of electric power and 14kg/s saturated steam at 20 bars. The plant is comprised of a gas turbine, air compressor, combustion chamber, and air pre-heater as well as a heat recovery steam generator (HRSG). The design Parameters of the plant, were chosen as: compressor pressure ratio (rc), compressor isentropic efficiency (ηac), gas turbine isentropic efficiency (ηgt), combustion chamber inlet temperature (T3), and turbine inlet temperature (T4). In order to optimally find the design parameters a... 

    Simultaneous implementation of optimal demand response and security constrained unit commitment

    , Article 16th Electrical Power Distribution Conference, EPDC 2011, 19 April 2011 through 20 April 2011 ; April , 2011 , Page(s): 1 - 5 ; 9789644631498 (ISBN) Kia, M ; Reza Sahebi, M. M ; Abedini Duki, E ; Hamid Hosseini, S ; Sharif University of Technology
    2011
    Abstract
    Unit Commitment is the optimization process for minimizing the total cost of real power generation meeting the generating units and the system constraints. With the restructuring in power systems, the matter of great concern is the fuel cost and consequently electricity price increase in some hours of the day. Accordingly, the optimum performance of Demand Side Management (DSM) has been gaining great attention recently. In this paper, the effect of the optimum performance of Emergency Demand Response Program (EDRP) on the cost of the unit commitment problem considering the line flow constrains is scrutinized. Due to the fact that the simultaneous adoption of the unit commitment and demand... 

    Simultaneous Due date assignment and lot sizing with uncertain flow times

    , Article International Journal of Engineering, Transactions A: Basics ; Volume 20, Issue 3 , 2007 , Pages 263-280 ; 17281431 (ISSN) Mokhtari, G ; Kianfar, F ; Sharif University of Technology
    Materials and Energy Research Center  2007
    Abstract
    Due date assignment for customer orders has been studied in various production environments using different modeling approaches. In this paper the researchers consider a production system in which the orders of several customers are produced in a single batch because of the economy of scale. If a batch is completed before receiving customer orders, inventory carrying cost is incurred but if it is completed after receiving customer orders, shortage cost is incurred and finally if the order is delivered after its due date, tardiness cost is charged. The problem is to decide on batch size, due date of batch (imposed on supply process) and lead time (to be quoted to the next coming customers) so... 

    Random rework rate: Obtaining economic batch quantity

    , Article 38th International Conference on Computers and Industrial Engineering 2008 ; Volume 3 , 2008 , Pages 3030-3033 ; 9781627486828 (ISBN) Haji, R ; Haji, A ; Sharif University of Technology
    2008
    Abstract
    In this paper we intend to obtain the economic batch quantity (EBQ) for an imperfect production system in which defective items are produced in each cycle of production. In the litrature of inventory control when the rework is done on defective items it is assumed that the production rate of the rework process is constant and the setup time for rework is ignored. Here we assume that due to the nature of the rework process its production rate is different from the normal production rate and is stochastic. We also assume that after each production run the rework process starts immediately after a non-zero setup time for the rework. Further we assume that the inspection costs during the normal... 

    Probabilistic dynamic multi-objective model for renewable and non-renewable distributed generation planning

    , Article IET Generation, Transmission and Distribution ; Volume 5, Issue 11 , 2011 , Pages 1173-1182 ; 17518687 (ISSN) Soroudi, A ; Caire, R ; Hadjsaid, N ; Ehsan, M ; Sharif University of Technology
    2011
    Abstract
    This study proposes a probabilistic dynamic model for multi-objective distributed generation (DG) planning, which also considers network reinforcement at presence of uncertainties associated with the load values, generated power of wind turbines and electricity market price. Monte Carlo simulation is used to deal with the mentioned uncertainties. The planning process is considered as a two-objective problem. The first objective is the minimisation of total cost including investment and operating cost of DG units, the cost paid to purchase energy from main grid and the network reinforcement costs. The second objective is defined as the minimisation of technical risk, including the probability... 

    Optimization of tree-structured gas distribution network using ant colony optimization: A case study

    , Article International Journal of Engineering, Transactions A: Basics ; Volume 25, Issue 2 , 2012 , Pages 141-158 ; 17281431 (ISSN) Mohajeri, A ; Mahdavi, I ; Mahdavi Amiri, N ; Tafazzoli, R ; Sharif University of Technology
    Materials and Energy Research Center  2012
    Abstract
    An Ant Colony Optimization (ACO) algorithm is proposed for optimal tree-structured natural gas distribution network. Design of pipelines, facilities, and equipment systems are necessary tasks to configure an optimal natural gas network. A mixed integer programming model is formulated to minimize the total cost in the network. The aim is to optimize pipe diameter sizes so that the location-allocation cost is minimized. Pipeline systems in natural gas network must be designed based on gas flow rate, length of pipe, gas maximum pressure drop allowance, and gas maximum velocity allowance. We use the information regarding gas flow rates and pipe diameter sizes considering the gas pressure and... 

    Optimal RTU placement in power distribution systems using a novel method based on analytical hierarchical process (AHP)

    , Article 2011 10th International Conference on Environment and Electrical Engineering, EEEIC.EU 2011 - Conference Proceedings ; 2011 Dehghanian, P ; Kazemi, A. R ; Fotuhi-Firuzabad, M ; Sharif University of Technology
    Abstract
    In a practical power system, automating all the substations is neither affordable nor economically justifiable. On the other hand, the trend for electric power subsidies elimination in some regions, such as Iran, aggravates this situation. To enhance the cost effectiveness of distribution automation system, this paper proposes a novel applicable qualitative-quantitative method using analytical hierarchical process (AHP) to find the optimum placement of remote terminal units (RTU). Entire attempt is to contribute all the crucial technical and practical parameters related to this problem in order to find the most reliable solution. Optimum number of RTUs is determined using the concepts of... 

    Optimal RTU placement in power distribution systems using a novel method based on analytical hierarchical process (AHP)

    , Article 2011 10th International Conference on Environment and Electrical Engineering, EEEIC.EU 2011 - Conference Proceedings, 8 May 2011 through 11 May 2011 ; May , 2011 , Page(s): 1 - 4 ; 9781424487820 (ISBN) Dehghanian, P ; Kazemi, A. R ; Fotuhi Firuzabad, M ; Sharif University of Technology
    2011
    Abstract
    In a practical power system, automating all the substations is neither affordable nor economically justifiable. On the other hand, the trend for electric power subsidies elimination in some regions, such as Iran, aggravates this situation. To enhance the cost effectiveness of distribution automation system, this paper proposes a novel applicable qualitative-quantitative method using analytical hierarchical process (AHP) to find the optimum placement of remote terminal units (RTU). Entire attempt is to contribute all the crucial technical and practical parameters related to this problem in order to find the most reliable solution. Optimum number of RTUs is determined using the concepts of... 

    Optimal pipe diameter sizing in a tree-structured gas network: A case study

    , Article International Journal of Industrial and Systems Engineering ; Volume 12, Issue 3 , 2012 , Pages 346-368 ; 17485037 (ISSN) Mohajeri, A ; Mahdavi, I ; Mahdavi Amiri, N ; Sharif University of Technology
    2012
    Abstract
    We design an optimal pipe diameter sizing in a tree-structured natural gas network. Design of pipeline, facility and equipment systems are necessary tasks to configure an optimal natural gas network. A mixed-integer programming model is formulated to minimise the total cost in the network. The aim is to optimise pipe diameter sizes so that the location-allocation cost is minimised. Pipeline systems in natural gas network must be designed based on gas flow rate, length of pipe, gas maximum drop pressure allowance and gas maximum velocity allowance. We use information based on relationship among gas flow rates and pipe diameter sizes considering gas pressure and velocity restrictions. We apply... 

    Optimal batch production with rework and non-zero setup cost for rework

    , Article 2009 International Conference on Computers and Industrial Engineering, 6 July 2009 through 9 July 2009 ; 2009 , Pages 857-862 ; 9781424441365 (ISBN) Haji, B ; Haji, R ; Haji, A ; Sharif University of Technology
    Abstract
    This paper attempts to develop the optimal solution for an inventoryproblem consisting of a single machine which produces items some of which may bedefective. We assume that no shortages are allowed and all defective items areto be reworked. Setup cost for rework and waiting time of defectives areconsidered. We consider two different policies where in the first policy in eachcycle after the regular production the machine is setup for the rework ofdefectives of the same cycle. In the second policy several cycles constitute aperiod. All the defectives produced in the period are reworked in the last cycleof that period. At the end of the rework cycle the whole process starts allover again. One... 

    Optimal batch production with minimum rework cycles and constraint on accumulated defective units

    , Article 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics, SOLI 2009, Chicago, IL, 22 July 2009 through 24 July 2009 ; 2009 , Pages 633-638 ; 9781424435418 (ISBN) Haji, B ; Haji, A. R ; Haji, R ; Sharif University of Technology
    2009
    Abstract
    This paper deals with the issue of economic batch quantity (EBQ) in a single machine system in which defective items are produced in each cycle of production. The accumulated defective items produced in a period, consisting of several equal cycles, are all reworked in the last cycle of this period called the rework cycle. At the end of each period the whole process will start all over again. We assume that there is a limitation on the total defective items. We also do not adopt the restriction that the rework process rate be equal to the normal production rate. In addition we assume that there is a set up time for rework process. Further we assume that the number of rework cycles be as small... 

    One-for-one period policy in a two-echelon inventory system with poisson demand and constraint on total lost sales

    , Article 2009 IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics, SOLI 2009, Chicago, IL, 22 July 2009 through 24 July 2009 ; 2009 , Pages 74-77 ; 9781424435418 (ISBN) Haji, R ; Haji, B ; Sharif University of Technology
    2009
    Abstract
    In this paper we consider a two- echelon inventory system consisting of one supplier and a number of retailers with independent Poisson demand. Unsatisfied demands in retailers are lost and it is assumed that there is a constraint on total lost sales for the system. Each retailer applies a new ordering policy called one-fer-one-peried ordering policy for its inventory control. In this ordering policy the order size is equal to one and the time interval between any two consecutive orders is fixed. Thus, the supplier faces a uniform and deterministic demand originated from each retailer and applies one for one ordering policy in response to orders received from all retailers. For this system... 

    One-for-one period policy in a two-echelon inventory system with commoncycle and poisson demand rate for retailers

    , Article 2009 International Conference on Computers and Industrial Engineering, CIE 2009 ; 2009 , Pages 831-834 ; 9781424441365 (ISBN) Haji, R ; Tayebi, H ; Haji, B ; Sharif University of Technology
    Abstract
    This paper deals with a two-echelon inventory system consisting of onesupplier and N retailers. Each retailer faces an independent Poisson demand withthe same rate and applies a new ordering policy called one-for-one- periodordering policy for its inventory control. In this ordering policy the ordersize is equal to one and the time interval between any two consecutive ordersforms a common fixed cycle. Thus, the supplier faces a deterministic demand andadopts a deterministic inventory policy. At each cycle he orders a batch of sizeN to his own supplier. Upon receipt of each batch he sends 1 unit of theproduct to each retailer with a transportation cost. In this paper, for theabove system we... 

    One for one period policy for perishable inventory

    , Article Computers and Industrial Engineering ; Volume 79 , January , 2015 , Pages 10-17 ; 03608352 (ISSN) Mahmoodi, A ; Haji, A ; Haji, R ; Sharif University of Technology
    Elsevier Ltd  2015
    Abstract
    Recently, for zero ordering cost a new ordering policy named (1, T), in which the time interval between two consecutive orders and the value of the order size are both constant, have been developed for nonperishable products. In this paper, the (1, T) policy is developed for perishable products. Using an analogy among this inventory model, a queueing model with impatient customers, and a finite dam model, the long-run average total cost function of the inventory system is derived. It is observed that the total cost rate is independent from the lead time as is for nonperishable products. Since analyzing the convexity of the model is extremely complicated, a proposition is proved to define a... 

    One-for-one period policy and a series of suppliers

    , Article 2009 International Conference on Computers and Industrial Engineering, CIE 2009, 6 July 2009 through 9 July 2009, Troyes ; 2009 , Pages 902-906 ; 9781424441365 (ISBN) Haji, R ; Pirayesh Neghab, M ; Haji, A ; Sharif University of Technology
    Abstract
    The purpose of this paper is to adopt and analyze a new ordering policycalled one-for-one-period policy in a multi-echelon supply chain consisting ofone retailer and a series of TV suppliers. The main advantage of adopting theone-for-one-period (7,7) ordering policy for retailers is the elimination ofuncertainty for supplier which leads to total elimination of the safety stocksat all suppliers. This in turn leads to the reduction of the total system costsand in case any supplier's ordering cost is negligible it can even eliminate theneed for him to carry any inventory. In addition to this advantage, thenumerical results show that the application of this new policy for the retailerleads to... 

    Multiproduct single-machine production system with stochastic scrapped production rate, partial backordering and service level constraint

    , Article Journal of Computational and Applied Mathematics ; Volume 233, Issue 8 , 2010 , Pages 1834-1849 ; 03770427 (ISSN) Taleizadeh, A. A ; Akhavan Niaki, S. T ; Najafi, A. A ; Sharif University of Technology
    Abstract
    In this paper, a multiproduct single-machine production system under economic production quantity (EPQ) model is studied in which the existence of only one machine causes a limited production capacity for the common cycle length of all products, the production defective rates are random variables, shortages are allowed and take a combination of backorder and lost sale, and there is a service rate constraint for the company. The aim of this research is to determine the optimal production quantity, the allowable shortage level, and the period length of each product such that the expected total cost, including holding, shortage, production, setup and defective items costs, is minimized. The... 

    Multiproduct multiple-buyer single-vendor supply chain problem with stochastic demand, variable lead-time, and multi-chance constraint

    , Article Expert Systems with Applications ; Volume 39, Issue 5 , 2012 , Pages 5338-5348 ; 09574174 (ISSN) Taleizadeh, A. A ; Niaki, S. T. A ; Makui, A ; Sharif University of Technology
    2012
    Abstract
    In this paper, a multi-product multi-chance constraint joint single-vendor multi-buyers inventory problem is considered in which the demand follows a uniform distribution, the lead-time is assumed to vary linearly with respect to the lot size, and the shortage in combination of backorder and lost-sale is assumed. Furthermore, the orders are placed in multiple of packets, there is a limited space available for the vendor, there are chance constraints on the vendor service rate to supply the products, and there is a limited budget for each buyer to purchase the products. While the elements of the buyers' cost function are holding, shortage, order and transportation costs, the set up and...