• Title/Summary/Keyword: Dynamic Economic Load Dispatch

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An efficient dynamic load dispatch algorithm with Lagrange multipliers adjustment (라그랑지승수 수정에 의한 효율적인 동적부하배분 알고리즘)

  • 송길영;오광희;김용하
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.45 no.4
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    • pp.467-473
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    • 1996
  • This Paper presents a new algorithm to solve Dynamic Economic Dispatch problem. Proposed algorithm is composed of two computational modules; one is dispatch, the other adjusting module. In the dispatch module based on the traditional Static Economic Dispatch method, the power dispatch of each unit is calculated. And in case the results of dispatch module violate ramp rate constraints, Lagrange multipliers are adjusted in the adjusting module. Tests and computer results on test systems are given to show the efficiency of the proposed algorithm. (author). 11 refs., 6 figs., 4 tabs.

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Dynamic Economic Dispatch for Microgrid Based on the Chance-Constrained Programming

  • Huang, Daizheng;Xie, Lingling;Wu, Zhihui
    • Journal of Electrical Engineering and Technology
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    • v.12 no.3
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    • pp.1064-1072
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    • 2017
  • The power of controlled generators in microgrids randomly fluctuate because of the stochastic volatility of the outputs of photovoltaic systems and wind turbines as well as the load demands. To address and dispatch these stochastic factors for daily operations, a dynamic economic dispatch model with the goal of minimizing the generation cost is established via chance-constrained programming. A Monte Carlo simulation combined with particle swarm optimization algorithm is employed to optimize the model. The simulation results show that both the objective function and constraint condition have been tightened and that the operation costs have increased. A higher stability of the system corresponds to the higher operation costs of controlled generators. These operation costs also increase along with the confidence levels for the objective function and constraints.

Economic Profit Analysis for Centralized Operation of Economic Load Dispatch Problem (경제급전문제의 통합운영에 관한 경제적 이득 분석)

  • Lee, Sang-Un
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.2
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    • pp.181-188
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    • 2016
  • This paper demonstrates that centralized economic load dispatch optimization is much more economical than independent optimization carried out by individual power generating companies. The algorithm applied here optimizes by balancing the generation power at the valve-point, then readjusting generation power by comparing incremental operating cost incurred by marginal increase in the generation power and decremental operating cost likewise incurred by marginal decrease in the generation power. Upon comparing 3 individual optimization cases of 10, 13, and 40 generators respectively with centralized optimization of 63 generators, centralized operation for economic load dispatch optimization has proven to maximize economic benefits by markedly reducing operation costs of individual optimization.

Opposition Based Differential Evolution Algorithm for Dynamic Economic Emission Load Dispatch (EELD) with Emission Constraints and Valve Point Effects

  • Thenmalar, K.;Ramesh, S.;Thiruvenkadam, S.
    • Journal of Electrical Engineering and Technology
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    • v.10 no.4
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    • pp.1508-1517
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    • 2015
  • Optimal Power dispatch is the short-term decision of the optimal output of a number of power generation facilities, to meet the system demand, with the objective of Power dispatching at the lowest possible cost, subject to transmission lines power loss and operational constraints. The operational constraint includes power balance constraint, generator limit constraint, and emission dispatch constraint and valve point effects. In this paper, Opposition based Differential Evolution Algorithm (ODEA) has been proposed to handle the objective function and the operational constraints simultaneously. Furthermore, the valve point loading effects and transmission lines power loss are also considered for the efficient and effective Power dispatch. The ODEA has unique features such as self tuning of its control parameters, self acceleration and migration for searching. As a result, it requires very minimum executions compared with other searching strategies. The effectiveness of the algorithm has been validated through four standard test cases and compared with previous studies. The proposed method out performs the previous methods.

DYNAMIC ECONOMIC DISPATCH USING OBJECT-ORIENTED PROGRAMMING (객체지향기법을 적용한 동적경계부하배분)

  • Baek, Young-Sik;Kwon, Gyu-Jin
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.790-792
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    • 1996
  • According to increase in electric power demand, the increasing rate of peak load compared with that of base load grows larger every year. Thus this paper deals with the optimal dynamic dispatch problem due to power rate limits and spinning reserve with loss or without loss. The first is adjusting module for gradual change of generator power by Object-Oriented Programming. The latter is an efficient dispatch module for the consideration of reasonable spinning reserve requirements. The proposed algorithm has been shown efficiency in real power system with loss.

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A Swap Optimization for Dynamic Economic Dispatch Problem with Non-smooth Function (비평활 발전비용함수를 가진 동적 경제급전문제의 교환 최적화)

  • Lee, Sang-Un
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.11
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    • pp.189-196
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    • 2012
  • This paper proposes Swap algorithm for solving Dynamic Economic Dispatch (DED) problem. The proposed algorithm initially balances total load demand $P_d$ with total generation ${\Sigma}P_i$ by deactivating a generator with the highest unit generation cost $C_i^{max}/P_i^{max}$. It then swaps generation level $P_i=P_i{\pm}{\Delta}$, (${\Delta}$=1.0, 0.1, 0.01, 0.001) for $P_i=P_i-{\Delta}$, $P_j=P_j+{\Delta}$ provided that $_{max}[F(P_i)-F(P_i-{\Delta})]$ > $_{min}[F(P_j+{\Delta})-F(P_j)]$, $i{\neq}j$. This new algorithm is applied and tested to the experimental data of Dynamic Economic Dispatch problem, demonstrating a considerable reduction in the prevalent heuristic algorithm's optimal generation cost and in the maximization of economic profit.

A Study on The Application of Hopfield Neural Network to Economic Load Dispatch (홉필드 신경회로망의 경제 급전에의 적용에 관한 연구)

  • Park, Young-Moon;Bang, Hoon-Jin;Lee, S.C.
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.832-834
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    • 1996
  • This paper presents the research on the application of the Hopfield Neural Network to the Economic Load Dispatch problem. The ELD problem has convex cost functions as the objective functions, power balance equation and real power lower/upper limits as the constraints. So we have shown that the possibility of the application of the Hopfield Neural Network to the ELD problem. Through the case study, the simulation results are very close to the numerical method and the dynamic programming method.

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A study on the Algorithm for the Economic Dispatch of Thermal Units Considering Dynamic Characteristics of Load (부하의 동특성을 고려한 화력발전기의 경제부하배분 앨고리즘에 관한 연구)

  • Song, Kil-Yeong;Park, Kyeng-Soo;Choi, Jae-Suck;Park, Hyun-Sin
    • Proceedings of the KIEE Conference
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    • 1988.11a
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    • pp.92-94
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    • 1988
  • One of the recurring problems facing energy control center dispatchers each day is how to operate the system during the periods of high load pick up and fluctuation. This method reduces the problem to a forward - revised by backward - sequence of dispatch problem, with the generator Limits being carefully adjusted between each time interval in the total intervals to be optimized. It is applied to system of 31 units. It is observed that the method presented here achieves that generation fellows the load changes without any mismatch.

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Development of CHP Heat Exchange Mechanism (CHP의 열거래 매커니즘 개발)

  • Kim, Yong-Ha;Lee, Bum;Shin, Hyung-Chul;Yeon, Joon-Hui;Park, Jung-Ho;Lim, Hyun-Sung
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.125-126
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    • 2007
  • This paper presents a CHP Heat Exchange Mechanism considering Economic Load Dispatch with Dynamic Programming. It calculates CHP heat generation cost and Heat load pattern. Also It presents CHP optimal operation through appliance of Heat Exchange Mechanism and investigates CHP optimal operation effects about connected two regions.

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