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Using immune genetic algorithm based hybrid techniques for short-term unit commitment problem 总被引:2,自引:0,他引:2
G.-C. Liao 《Electrical Engineering (Archiv fur Elektrotechnik)》2005,87(5):267-279
This paper presents a hybrid chaos search (CS), immune algorithm (IA)/genetic algorithm (GA), and fuzzy system (FS) method (CIGAFS) for solving short-term thermal generating unit commitment (UC) problems. The UC problem involves determining the start-up and shut-down schedules for generating units to meet the forecasted demand at the minimum cost. The commitment schedule must satisfy other constraints such as the generating limits per unit, reserve, and individual units. First, we combined the IA and GA, then we added the CS and the FS approach. This hybrid system was then used to solve the UC problems. Numerical simulations were carried out using three cases: 10, 20, and 30 thermal unit power systems over a 24 h period. The produced schedule was compared with several other methods, such as dynamic programming (DP), Lagrangian relaxation (LR), standard genetic algorithm (SGA), traditional simulated annealing (TSA), and traditional Tabu search (TTS). A comparison with an immune genetic algorithm (IGA) combined with the CS and FS was carried out. The results show that the CS and FS all make substantial contributions to the IGA. The result demonstrated the accuracy of the proposed CIGAFS approach. 相似文献
45.
We design and investigate the performance of fuzzy logic-controlled (FLC) active suspensions on a nonlinear vehicle model
with four degrees of freedom, without causing any degeneration in suspension working limits. Force actuators were mounted
parallel to the suspensions. In this new approach, linear combinations of the vertical velocities of the suspension ends and
accelerations of the points of connection of the suspension to the body have been used as input variables. The study clearly
demonstrates the effectiveness of the fuzzy logic controller for active suspension systems. Suspension working space degeneration
is the most important problem in various applications. Decreasing the amplitudes of vehicle body vibrations improves ride
comfort. Body bounce and pitch motion of the vehicle are presented both in time domain when travelling over a ramp-step road
profile and in frequency domain. The results are compared with those of uncontrolled systems. At the end of this study, the
performance and the advantage of the suggested approach and the improvement in ride comfort are discussed. 相似文献
46.
关赫强 《沈阳工程学院学报(自然科学版)》2003,5(4):4-5
利用S7 200可编程控制器(PLC)对汽轮机组原有同步器控制部分进行了改造,取得了满意的控制效果。目前该产品已经在多台汽轮机组上获得成功应用。 相似文献
47.
U. Rajendra AcharyaAuthor VitaeP. Subbanna BhatAuthor Vitae S.S. IyengarAuthor Vitae Ashok RaoAuthor VitaeSumeet DuaAuthor Vitae 《Pattern recognition》2003,36(1):61-68
The electrocardiogram is a representative signal containing information about the condition of the heart. The shape and size of the P-QRS-T wave, the time intervals between its various peaks, etc. may contain useful information about the nature of disease afflicting the heart. However, these subtle details cannot be directly monitored by the human observer. Besides, since bio-signals are highly subjective, the symptoms may appear at random in the time scale. Therefore, the signal parameters, extracted and analysed using computers, are highly useful in diagnostics. This paper deals with the classification of certain diseases using artificial neural network (ANN) and fuzzy equivalence relations. The heart rate variability is used as the base signal from which certain parameters are extracted and presented to the ANN for classification. The same data is also used for fuzzy equivalence classifier. The feedforward architecture ANN classifier is seen to be correct in about 85% of the test cases, and the fuzzy classifier yields correct classification in over 90% of the cases. 相似文献
48.
锅炉燃烧器模糊-PID复合控制器的设计 总被引:3,自引:0,他引:3
将模糊-PID复合控制器应用于锅炉燃烧器控制器的设计中,许用C8051F020 MCU及其外部接口电路来实现控制。从仿真结果表明,使用这种模糊-PID复合控制器可以获得很好的控制效果。 相似文献
49.
L. Gilbert G. de Cooman E. E. Kerre 《Soft Computing - A Fusion of Foundations, Methodologies and Applications》2003,7(5):304-309
Probability assessments of events are often linguistic in nature. We model them by means of possibilistic probabilities (a
version of Zadeh's fuzzy probabilities with a behavioural interpretation) with a suitable shape for practical implementation
(on a computer). Employing the tools of interval analysis and the theory of imprecise probabilities we argue that the verification
of coherence for these possibilistic probabilities, the corrections of non-coherent to coherent possibilistic probabilities
and their extension to other events and gambles can be performed by finite and exact algorithms. The model can furthermore
be transformed into an imprecise first-order model, useful for decision making and statistical inference. 相似文献
50.