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    Imperialist competitive algorithm for solving non-convex dynamic economic power dispatch

    , Article Energy ; Volume 44, Issue 1 , 2012 , Pages 228-240 ; 03605442 (ISSN) Mohammadi Ivatloo, B ; Rabiee, A ; Soroudi, A ; Ehsan, M ; Sharif University of Technology
    Abstract
    Dynamic economic dispatch (DED) aims to schedule the committed generating units' output active power economically over a certain period of time, satisfying operating constraints and load demand in each interval. Valve-point effect, the ramp rate limits, prohibited operation zones (POZs), and transmission losses make the DED a complicated, non-linear constrained problem. Hence, in this paper, imperialist competitive algorithm (ICA) is proposed to solve such complicated problem. The feasibility of the proposed method is validated on five and ten units test system for a 24 h time interval. The results obtained by the ICA are compared with other techniques of the literature. These results... 

    Optimal power flow problem considering multiple-fuel options and disjoint operating zones: A solver-friendly MINLP model

    , Article International Journal of Electrical Power and Energy Systems ; Volume 113 , 2019 , Pages 45-55 ; 01420615 (ISSN) Pourakbari Kasmaei, M ; Lehtonen, M ; Fotuhi Firuzabad, M ; Marzband, M ; Mantovani, J. R. S ; Sharif University of Technology
    Elsevier Ltd  2019
    Abstract
    This paper proposes a solver-friendly model for disjoint, non-smooth, and nonconvex optimal power flow (OPF) problems. The conventional OPF problem is considered as a nonconvex and highly nonlinear problem for which finding a high-quality solution is a big challenge. However, considering practical logic-based constraints, namely multiple-fuel options (MFOs) and prohibited operating zones (POZs), jointly with the non-smooth terms such as valve point effect (VPE) results in even more difficulties in finding a near-optimal solution. In complex problems, the nonlinearity itself is not a big issue in finding the optimal solution, but the nonconvexity does matter and considering MFO, POZ, and VPE... 

    A novel unit commitment technique considering prohibited operating zones

    , Article Journal of Applied Sciences ; Volume 9, Issue 16 , 2009 , Pages 2962-2968 ; 18125654 (ISSN) Pourakbari Kasmaei, M ; Rashidi Nejad, M ; Abdollahi, A ; Sharif University of Technology
    2009
    Abstract
    The aim of this study is to show the effectiveness of prohibited operating zone. Generation scheduling is a crucial challenge in power systems especially under new environment of liberalization of electricity industry. This study is focused on the economical aspect of unit commitment problem. Since, the generating units may have certain ranges where operation is restricted based upon physical limitations of machine components or instability. Therefore, Prohibited Operating Zones (POZ) as a redundant constraint is considered, while the next load demand as a very important issue is deliberated. In this study generation scheduling of each hour is conducted by considering the next load demands... 

    Iteration PSO with time varying acceleration coefficients for solving non-convex economic dispatch problems

    , Article International Journal of Electrical Power and Energy Systems ; Volume 42, Issue 1 , November , 2012 , Pages 508-516 ; 01420615 (ISSN) Mohammadi Ivatloo, B ; Rabiee, A ; Soroudi, A ; Ehsan, M ; Sharif University of Technology
    2012
    Abstract
    This paper presents a novel heuristic algorithm for solving economic dispatch (ED) problems, by employing iteration particle swarm optimization with time varying acceleration coefficients (IPSO-TVAC) method. Due to the effect of valve-points and prohibited operation zones (POZs) in the generating units' cost functions, ED problem is a non-linear and non-convex optimization problem. The problem even may be more complicated if transmission losses are taken into account. The effectiveness of the proposed method is examined and validated by carrying out extensive tests on three different test systems. Valve-point effects, POZs, ramp-rate constraints and transmission losses are modeled. Numerical... 

    Time-varying acceleration coefficients IPSO for solving dynamic economic dispatch with non-smooth cost function

    , Article Energy Conversion and Management ; Volume 56 , 2012 , Pages 175-183 ; 01968904 (ISSN) Mohammadi Ivatloo, B ; Rabiee, A ; Ehsan, M ; Sharif University of Technology
    2012
    Abstract
    The objective of the dynamic economic dispatch (DED) problem is to schedule power generation for the online units for a given time horizon economically, satisfying various operational constraints. Due to the effect of valve-point effects and prohibited operating zones (POZs) in the generating units cost functions, DED problem is a highly non-linear and non-convex optimization problem. The DED problem even may be more complicated if transmission losses and ramp-rate constraints are taken into account. This paper presents a novel and heuristic algorithm to solve DED problem of generating units, by employing time varying acceleration coefficients iteration particle swarm optimization...