Loading...
Search for: optimal-control
0.01 seconds

    Robust Optimal Control of Drug Delivery in Cancer Chemotherapy based on a New Realistic Dynamic Model of the Process

    , M.Sc. Thesis Sharif University of Technology Rafiei, Behrooz (Author) ; Moradi, Hamed (Supervisor)
    Abstract
    Today, cancer mortality is one of the most important problems, even considering the scientific advances that offer more effective solutions to treat some diseases, providing a way to prevent and treat this disease is one of the most important issues that engineers have considered. This is achieved by designing a controller to minimize the size of the cancer tumor population, increase healthy cells, optimize treatment time, and drug dose.To achieve this goal, pharmacokinetic, pharmacodynamic, tumor growth, and healthy cell growth models, and mathematical models for subsystems that affect tumor growth, such as the angiogenic system, have been studied to develop a single mathematical model. In... 

    Development of Optimal Model of Water, Materials, Energy and Environment in Greenhouse Cultivation with Emphasis on Water, Materials and Energy Recovery

    , M.Sc. Thesis Sharif University of Technology Izanloo, Nahid (Author) ; Saboohi, Yadollah (Supervisor)
    Abstract
    The purpose of this study is to develop a new optimal solution method for controlling the greenhouse climate and minimizing energy demand for heating and cooling the greenhouse. As greenhouses move towards more advanced structures and technologies, the need for advanced control will be more important in order to reduce energy consumption. More comprehensive and accurate mathematical models are needed for complex systems, multiple inputs and multiple outputs to make system behavior perform better and more efficiently. In this research, a new method has been developed for optimal control of the greenhouse and a specific greenhouse climate model is used which is based on optimal closed loop... 

    Development of Simulation Model and Optimal Design of Water and Energy Recirculation System in Residential Towers

    , M.Sc. Thesis Sharif University of Technology Javadinia, Maryam (Author) ; Saboohi, Yadollah (Supervisor) ; Fathi, Amir Hossein (Supervisor)
    Abstract
    nowadays, due to population growth, unconventional use of water resources and on the other hand, climate change, limited renewable water resources, reduction of groundwater cavities, the need for water for agricultural use and energy production are increasing. Due to the fact that each cubic meter of dirty water pollutes 40 to 60 cubic meters of clean water and the entry of polluted effluent into the receiving sources of environmental degradation leads to a lot of wastewater treatment, water consumption management and The development of wastewater treatment processes is also becoming increasingly important. At present, wastewater treatment plants face the challenges of high energy... 

    Distributed Design of Structured Optimal Controllers Using Chordal Decomposition

    , M.Sc. Thesis Sharif University of Technology Belbasi, Mohammad Reza (Author) ; Babazadeh, Maryam (Supervisor)
    Abstract
    This thesis addresses the distributed optimal control problem. In order to solve this problem a suboptimal distributed design approach has been developed using tools from graph theory and optimization theory. The first objective of this thesis is overcoming the non-scalability of distributed control problems for larges -scale systems. The second objective is using minimum information of other subsystems in the design layer. First, the problems of designing a structured controller minimizing the H_2 and H_∞ norms of the closed-loop system have been formulized and stated as semidefinite optimization problems. Then in order to use the fundamental results that links the chordal graphs and... 

    Optimal Multi-agent Formation Control of Quadcopters

    , M.Sc. Thesis Sharif University of Technology Hosseini, Mohammad (Author) ; Rezaeizadeh, Amin (Supervisor)
    Abstract
    In today's world, mobile robots have many applications in defense, transportation and industry. A robot may not be able to handle a mission alone or there may be different roles to perform a mission that a robot alone cannot perform, so the need to work with team robots is felt to the Necessary that by development Robot Technology and Advances in Communication, Microelectronics, Computing Technology, and Multi - Factor Expansion, robotic systems are widely used in theoretical research due to their flexibility, robustness, and scalability. In this research, robots are controlled in a coordinated manner as a team. In this research, algorithms were developed so that in a two and... 

    Safe Data-driven Reinforcement Learning Control Using Set-theoretic Approach

    , M.Sc. Thesis Sharif University of Technology Modares, Amir (Author) ; Sadati, Naser (Supervisor)
    Abstract
    Successful deployment of the next-generation safety-critical systems (e.g., self-driving cars or assistive robots) requires certifying their safety during their operation. Therefore, there is an urgent need for developing safe controllers that respect the system’s constraints all the time. Safety, however, is the bare minimum requirement for any safety-critical system, and it is desired to design safe controllers that achieve as much performance as possible. Most existing results in the literature consider either optimal control design without safety specifications or safe control design with only short-sighted optimality. However, long-term optimality based on long-horizon optimization is... 

    Formation Flight with In-flight Routing and Flexible Leader-Follower Arrangement

    , M.Sc. Thesis Sharif University of Technology Khoshnam, Shiva (Author) ; MalaeK, Mohammad Bagher (Supervisor)
    Abstract
    To better facilitate the implementation of the so-called "Formation Flights," this work investigates the possibility of pair-wise switching of the leading aircraft so both aircraft benefit equivalently during a two-aircraft formation flight. The procedure allows all members of a formation group to fly in the wing vortex of one another in turns. A multiple-phase trajectory optimization framework has been developed using GPOPS algorithm, in which the switching point will be found thru minimizing total fuel consumption and flight time. A drag estimation model has been used to approximate the drag reduction factor as a function of lateral and longitudinal distances of two airplanes in an... 

    Simultaneous Coverage and Capacity Optimization and Load Balancing in Cellular Self-Organizing Networks

    , M.Sc. Thesis Sharif University of Technology Azarbahram, Amir Hossein (Author) ; Hossein Khalaj, Babak (Supervisor)
    Abstract
    Network dynamics, environmental changes, increasing number of users and their demand have made it necessary to continuously evaluate and optimize the network performance. Self organizing networks (SON) were introduced to add this capability to cellular networks. Among the SON functions, Coverage and Capacity Optimization (CCO) and Load Balancing (LB) are the most important ones. These two functions working collaboratively allows the operator to improve the network performance in terms of coverage and capacity while minimizing cell saturation and user dissatisfaction across the network. In this Thesis, a Two-Stage Optimization Approach has been proposed that enables the network to consider... 

    Optimal Control of a Quadcopter in Fast Descending Maneuvers Based on Reinforcement Learning

    , M.Sc. Thesis Sharif University of Technology Azadi, Majid (Author) ; Fallah Rajabzadeh, Famida (Supervisor) ; Zohoor, Hassan (Supervisor) ; Nejat Pishkenari, Hossein (Co-Supervisor)
    Abstract
    Quadrotors have limitation in performing fast descent maneuvers due to Vortex Ring State (VRS) region which make quadrotor unstable. In order to avoid entering VRS, a velocity constraint considered which it should be satisfied during this maneuver to guarantee a safe and stable fast descending maneuver by quadrotor. The purpose of this thesis is to overcome limitation in speed space of quadrotor in order to reduce the time of fast descending maneuvers by using Reinforcement Learning Techniques. A new cascade controller proposed which using PID in inner loop as a low level controller and DDPG as one of reinforcement learning techniques in outer loop as high level controller in order to... 

    Localization and Control of a Continuum Robot

    , Ph.D. Dissertation Sharif University of Technology Yousefi, Masoud (Author) ; Nejat Pishkenari, Hossein (Supervisor) ; Alasty, Aria (Supervisor)
    Abstract
    Magnetic steering of continuum robots is a promising technology that uses a magnetic field to control the robot without contact and can improve the accessibility, safety, and accuracy of the robot. On the other hand, magnetic localization can also be used as a positioning method without direct line of sight in various applications. Common magnetic localization methods face the challenge of dependence on initial guess, divergence, and high computational cost. In this research, by eliminating the unknowns related to the orientation and rewriting the equations, a new method for magnetic localization has been presented. The advantage of the new method in convergence and increasing the speed of... 

    Robust decentralized voltage control of an islanded microgrid under unbalanced and nonlinear load conditions

    , Article Proceedings of the IEEE International Conference on Industrial Technology, Cape Town, South Africa ; Feb , 2013 , Pages 1825-1830 ; 9781467345699 (ISBN) Emamian, S ; Hamzeh, M ; Paridari, K ; Karimi, H ; Bakhshai, A ; Sharif University of Technology
    2013
    Abstract
    This paper presents a new decentralized control strategy for the islanded operation of a microgrid under unknown load conditions. In the islanded mode of operation, the microgrid should provide the load with a set of regulated balanced three-phase voltages. The load which is parametrically and topologically uncertain can also be unbalanced and/or nonlinear. Thus, the use of conventional control strategies results in the poor performance and even instability of the microgrid system. The proposed method assumes that the load current is a measurable disturbance signal. The robust optimal control approaches are used to design a controller to overcome the disturbances resulting from the unknown... 

    Minimum time trajectory optimization of a tail-sitter aerial vehicle using nonlinear programming

    , Article 2012 International Conference onAdvanced Mechatronic Systems, ICAMechS 2012 ; 2012 , Pages 275-280 ; 9780955529382 (ISBN) Banazadeh, A ; Assadian, N ; Saghafi, F ; Sharif University of Technology
    2012
    Abstract
    Aerial tail-sitters have drawn many attentions in recent years. The main challenge of employing these vehicles is to ensure safe and efficient takeoff and landing. The aim of the current study is to develop a gradient-base optimization algorithm for a jet aerial tail-sitter in order to obtain minimum time trajectories in transition flight phases. The vehicle is supposed to utilize thrust vectoring system instead of conventional control surfaces that will pose minimal drawbacks in terms of low speed efficiency and complexity. The time-optimal trajectories are computed using the nonlinear dynamic equations of motion of the vehicle in order to make sure that the vehicle can follow the optimum... 

    Optimized fuzzy control strategy for a spa hybrid truck

    , Article International Journal of Automotive Technology ; Volume 13, Issue 5 , August , 2012 , Pages 817-824 ; 12299138 (ISSN) Taghavipour, A ; Foumani, M. S ; Sharif University of Technology
    2012
    Abstract
    In this paper, an optimized control strategy is proposed for a split parallel hydraulic hybrid truck. The model of the vehicle was simulated in Simulink. According to a global optimization technique, a fuzzy control strategy is developed for the vehicle. This strategy shows flexibility for different drive cycles and a desirable fuel consumption reduction, especially for a low speed drive cycle, which is extracted according to an urban utility vehicle mission  

    Hierarchical optimal robust load-frequency control for power systems

    , Article IET Generation, Transmission and Distribution ; Volume 6, Issue 4 , 2012 , Pages 303-312 ; 17518687 (ISSN) Rahmani, M ; Sadati, N ; Sharif University of Technology
    Abstract
    In this study, a hierarchical optimal robust controller is presented for the power system load-frequency control problem. In this approach, the multi-area power system is first decomposed into several sub-systems (areas). Then by using a two-level control strategy, the overall optimal solution is obtained. At the first level, the optimal control of each area is obtained with respect to local information and also considering interactions coming from other areas. At the second level, by using a coordination strategy, the local controllers will converge to global solution and optimal robust controller is achieved. This approach is applicable to both single-area and multi-area interconnected... 

    A novel LQR based optimal tuning method for IMP-based linear controllers of power electronics/power systems

    , Article Proceedings of the IEEE Conference on Decision and Control, 12 December 2011 through 15 December 2011 ; 2011 , Pages 7711-7716 ; 01912216 (ISSN) ; 9781612848006 (ISBN) Hasanzadeh, A ; Edrington, C. S ; Mokhtari, H ; Sharif University of Technology
    2011
    Abstract
    This paper presents a new method for tuning linear controllers such as Proportional-Integrating (PI) and Proportional-Resonant (PR) structures which are frequently used in different power electronic and power system applications. Those controllers are placed within a general structure offered by the Internal Model Principle (IMP) of control theory. In this paper, the first perspective uses the well-known concept of Linear Quadratic Regulator (LQR) to address the problem as a regulation problem. Matrix Q of the LQR design is then finely adjusted in order to assure desired transient response for the system. The second perspective is based on redefining the LQR problem in order to make it... 

    Efficient photo-dissociation of CH4 and H2CO molecules with optimized ultra-short laser pulses

    , Article AIP Advances ; Volume 5, Issue 11 , 2015 ; 21583226 (ISSN) Rasti, S ; Irani, E ; Sadighi Bonabi, R ; Sharif University of Technology
    American Institute of Physics Inc  2015
    Abstract
    The fragmentation dynamics of CH4 and H2CO molecules have been studied with ultra-short pulses at laser intensityof up to 1015Wcm-2. Three dimensional molecular dynamics calculations for finding the optimized laser pulses are presented based on time-dependent density functional theory and quantum optimal control theory. A comparison of the results for orientation dependence in the ionization process shows that the electron distribution for CH4 is more isotropic than H2CO molecule. Total conversion yields of up to 70% at an orientation angle of 30o for CH4 and 65% at 900 for H2CO are achieved which lead to enhancement of dissociation probability  

    Design of electrostatic actuators for suppressing vertical disturbances of CMOS-MEMS capacitive force sensors in bio applications

    , Article Mechanics and Industry ; Volume 16, Issue 3 , 2015 ; 22577777 (ISSN) Jalil Mozhdehi, R ; Selk Ghafari, A ; Khayyat, A. A ; Sharif University of Technology
    EDP Sciences  2015
    Abstract
    The objective of this work is to design electrostatic actuators for a CMOS-MEMS nano-newton capacitive force sensor to suppress vertical vibrations disturbances. Electrostatic actuators are selected because the movable part of this force sensor is anchored to the fixed parts. In the first step, we propose a framework for simulation of the force sensor based on finite element method. The proposed model is modified utilizing comparison between the simulation and experimental models to improve the performance of the model. Then, 14 pairs of electrostatic actuators are designed for applying the control algorithm and their pull-in voltage is calculated. In next step, Modal Analysis is applied to... 

    Design, simulation, and implementation of an Electric Hybrid Motorcycle

    , Article Proceedings of the ASME Design Engineering Technical Conference, 15 August 2010 through 18 August 2010 ; Volume 4 , August , 2010 , Pages 163-171 ; 9780791844120 (ISBN) Asaei, B ; Seyed Mohammadi, S. H ; Yousefi Koma, A ; Habibidoost, M ; Aghnoot, R ; Karimi, B ; Pourhosseini, S. M ; Jalali, H ; Sharif University of Technology
    2010
    Abstract
    This paper presents a general integrated procedure of fabricating a Hybrid Electric Motorcycle (HEM). Firstly, a simple model designed and simulated using ADVISOR2002 and the proposed model is exported to MATLAB/SIMULINK. Secondly, the controller schematic and its optimized control strategy are described. In addition, the ratings of the components including the batteries, electric motor, and internal combustion engine (ICE) are calculated based on the design. A 125 cc ICE motorcycle is selected for conversion to HEM. A brushless DC (BLDC) motor assembled in front wheel as accessory propellant. The nominal powers are 8.2 kW at 8500 rpm and 500 W for the ICE and BLDC respectively. The original... 

    A study on vertical motions of high-speed planing boats with automatically controlled stern interceptors in calm water and head waves

    , Article Ships and Offshore Structures ; Volume 10, Issue 3 , 2015 , Pages 335-348 ; 17445302 (ISSN) Karimi, M. H ; Seif, M. S ; Abbaspoor, M ; Sharif University of Technology
    Abstract
    The controllable flaps and interceptors in planing crafts not only may reduce the resistance, but also could be designed to make a boat run at or near optimum attitude in various environments, which results in a reduction in both resistance and vertical motion in waves. Planing vessels suffer from porpoising instability and violent vertical motion at high forward speeds. The controllable flaps and interceptors can be used to control and reduce the vertical motion of planing crafts. In the present study, the impact of controlled interceptors on a planing craft seakeeping quality is investigated through application of experimental and theoretical methods. In the experimental part of the study,... 

    Optimal control of gains in a linear accelerator: a supervisory method for vector-sum control

    , Article IEEE Transactions on Control Systems Technology ; Volume 25, Issue 5 , 2017 , Pages 1800-1806 ; 10636536 (ISSN) Rezaeizadeh, A ; Smith, R. S ; Sharif University of Technology
    Abstract
    In a linear accelerator, driven by radio frequency (RF) amplifier stations, one must precisely control the energy gain of the accelerating beam. The RF stations can be viewed as amplifiers placed sequentially to accelerate the beam. This brief presents two control schemes within which the RF stations act as actuators, and a centralized control unit controls the beam energy by acting either on the RF amplitudes or on the RF phases. The control algorithms are based on convex optimization problems with different objectives. The two approaches are successfully tested at the SwissFEL injector test facility using three full-scale RF stations. The two methods are compared from both performance and...