全部文献期刊学位论文会议报纸专利标准年鉴图书|学者科研项目
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作者:Badar Islam , Zuhairi Baharudin , Perumal Nallagownden
来源:[J].Neural Computing and Applications(IF 1.168), 2017, Vol.28 (1), pp.877-891Springer
摘要:In this paper, a modified backpropagation neural network is combined with a chaos-search genetic algorithm and simulated annealing algorithm for very short term electrical energy demand prediction in deregulated power industry. Multiple modifications are carried out on the conven...
作者:... Perumal Nallagownden , Zuhairi Baharudin , Dieu N. Vo
来源:[J].Applied Soft Computing Journal(IF 2.14), 2019, Vol.77, pp.567-583Elsevier
摘要:Abstract(#br)This study proposes an improved version of the Symbiotic Organisms Search (SOS) algorithm called Quasi-Oppositional Chaotic Symbiotic Organisms Search (QOCSOS). This improved algorithm integrated Quasi-Opposition-Based Learning (QOBL) and Chaotic Local Search (C...
作者:Badar Islam , Zuhairi Baharudin , Perumal Nallagownden
来源:[J].IEEJ Transactions on Electrical and Electronic Engineering(IF 0.343), 2017, Vol.12, pp.S20-S32Wiley
摘要:For the assessment of 1‐h‐ahead electrical energy demand, this paper presents an improved backpropagation neural network that has been integrated with a simulated annealing algorithm and a chaos search genetic algorithm. A self‐adaptive learning rate and modified moment...
作者:Zuhairi Baharudin , Nidal Kamel
来源:[J].International Journal of Engineering, 2009, Vol.3 (3), pp.280DOAJ
摘要:Load forecast plays an important role in planning and operation of a power system. Theaccuracy of this forecasted value is necessary for economically efficient operation andalso for effective control. This paper describes a method of modified forward backwardlinear predictor (MFB...
作者:Zuhairi Baharudin , Badar-Ul-Islam Badar-Ul-Islam
来源:[J].Journal of Computers, 2014, Vol.9 (7), pp.1519-1524Academy
摘要:Load forecasting plays a very vital role for efficient and reliable operation of the power system. Often uncertainties significantly decrease the prediction accuracy of load forecasting which affect the operational cost dramatically. In this paper, comparison of Back Propagation ...
作者:... Mithulananthan Nadarajah , Duong Quoc Hung , Zuhairi Baharudin
来源:[J].Sustainable Cities and Society, 2016Elsevier
摘要:Abstract(#br)An accurate load demand forecasting is always very important for efficient planning and energy management, in buildings, distribution and power systems. Millions of dollars can be saved annually by increasing a small degree of improvement in prediction accuracy. Howe...
作者:Zuhairi Baharudin , Perumal Nallagownden
来源:[J].MATEC Web of Conferences, 2018, Vol.225EDP Sciences
摘要:In this paper, the modelling and analysis of resonant wireless power transfer (RWPT) system are carried out by using circuit theory. Equations of the efficiency and frequency are derived for basic series-series circuit topology and series-parallel-mixed circuit topology. The desi...
作者:... N. Perumal , Zuhairi Baharudin , Mohana Sundaram Muthuvalu
来源:[J].Applied Mechanics and Materials, 2015, Vol.4172, pp.549-553Trans Tech
摘要:A low power, cost effective and energy efficient microcontroller (PIC 16F877A) based transceiver model has been presented. The designed model entails a combination of programmable microcontroller and relay circuitry to control the robotic vehicle through transceiver module. The m...
作者:Narin Sovann , Perumal Nallagownden , Zuhairi Baharudin
来源:[J].Applied Mechanics and Materials, 2015, Vol.4079, pp.53-57Trans Tech
摘要:This paper presents the improvement on accuracy and reliability of the load forecast model. It is well-known that characteristics of a load series is a non-stationary data, which is a constraint for the load forecast methods to achieve accurate and robustness responses. To overco...

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