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| 1 | A systematic approach to ON-OFF event detection and clustering analysis of non-intrusive appliance load monitoring显示文摘非恼人的器具负担监视的目的(NIALM ) 是从利用非恼人的方法的全部的电源消费的单个电的器具的精力消费到使崩溃。在这份报纸,为 NIALM 的开关事件察觉和聚类的分析的一条系统的途径被介绍。从总数电源消费数据集合,数据被通过减少噪音的中部的过滤并且为事件察觉算法准备了。事件察觉算法是决定切换断断续续地电的器具的地位。goodness-of-fit (GOF ) 方法论是实现的事件察觉算法。在事件察觉以后,检测的事件被配对进配对器具的开关。从配对算法的开关的结果进一步在利用聚类分析的 K 工具的组被聚类。聚类的 K 工具为聚类的分析作为无指导的学习方法论被实现。这份报纸的新奇是时间持续时间的决心一个电的器具通过事件察觉,开关配对并且 K 工具聚类的联合被打开。算法实现的结果被讨论,未来工作上的想法也被建议。 | Chuan Choong YANG Chit Siang SOH Vooi Voon YAP | 2015 | Frontiers in Energy2015，9，2： | 8 |
| 2 | A systematic approach in load disaggregation utilizing a multi-stage classification algorithm for consumer electrical appliances classification显示文摘The potential to save energy in existing consumer electrical appliances is very high. One of the ways to achieve energy saving and improve energy use awareness is to recognize the energy consumption of individual electrical appliances. To recognize the energy consumption of consumer electrical appliances, the load disaggregation methodology is utilized. Non-intrusive appliance load monitoring (NIALM) is a load disaggrega-tion methodology that disaggregates the sum of power consumption in a single point into the power consumption of individual electrical appliances. In this study, load disaggregation is performed through voltage and current waveform, known as the V-I trajectory. The classification algorithm performs cropping and image pyramid reduction of the V-I trajectory plot template images before utilizing the principal component analysis (PCA) and the k-nearest neighbor (k-NN) algorithm. The novelty of this paper is to establish a systematic approach of load disaggregation through V-I trajectory-based load signature images by utilizing a multi-stage classification algorithm methodol-ogy. The contribution of this paper is in utilizing the “k- value,” the number of closest data points to the nearest neighbor, in the k-NN algorithm to be effective in classification of electrical appliances. The results of the multi-stage classification algorithm implementation have been discussed and the idea on future work has also been proposed. | Chuan Choong YANG Chit Siang SOH Vooi Voon YAP | 2019 | Frontiers in Energy2019，13，2： | 3 |
| 3 | The role of adsorbents in the electrochemical oxidation of ammonia on noble and transition metal electrodes 显示文摘 | De Vooys A C A Koper M T M Van Santen R A | 2001 | J Electroanal Chem2001，506，2： | 1 |
| 4 | Eleetro- eatalytie reduction of NO3- on palladium/copper electrodes 显示文摘 | de Vooys A C A van Santen R A van Veen J A R | 2000 | Journal of Molecular Catalysis A : Chemical2000，154，12： | 1 |
| 5 | The role of adsorbates in the electrochemical oxidation of ammonia on noble and transition metal electrodes显示文摘 | de Vooys A C A Koper M T M van Santen R A | 2001 | J Electroanal Chem2001，506，： | 1 |
| 6 | Electrocatalytic reduction of nitrate at low concentration on coinage and transition-metal electrodes in acid solutions显示文摘 | G.E Dima A.C.A de Vooys M.T.M Koper | 2002 | Journal of Electroanalytical Chemistry2002，，： | 1 |
| 7 | The Role of Adsorbates in the Electrochemical Oxidation of Ammonia on Noble and Transition Metal Electrodes显示文摘 | De Vooys A Koper M Van Santen R | 2001 | J Electroanal Chem2001，06，2： | 1 |
| 8 | Investigating cracks and crazes on coated steel with simultaneous SVET and EIS显示文摘 | Arnoud de Vooys Hans van der Weijde | 2011 | Progress in Organic Coatings2011，，3： | 1 |
| 9 | Electrocatalytic reduction of nitrate at low concentration on coinage and transition-metal electrodes in acid solutions 显示文摘 | Dima G E de Vooys A C A Koper M T M | 2003 | Journal of Electroanalytical Chemistry2003，554，： | 1 |
| 10 | The role of adsorbates in the electrochemical oxidation of ammonia on noble and transition metal electrodes 显示文摘 | De Vooys A C A Koper M T M van Santen R A | 2001 | Journal of Electroanalytical Chemistry2001，506，： | 1 |
| 11 | Mechanistic study of the nitric oxide reduction on a polycrystalline platinum electrode 显示文摘 | De Vooys A C A Koper M T M van Santen R A | 2001 | Electrochimica Acta2001，46，： | 1 |
| 12 | Electrocatalytic reduction of nitrate at low concentration on coinage and transition-metal electrodes in acid solutions显示文摘 | Dima G E De Vooys A C A Koper M T M | | 0，，： | 1 |
| 13 | Mechanisms of electrochemical reduction and oxidation of nitric oxide 显示文摘 | De Vooys A C A Beltrarno G L van Riet B | 2004 | Electrochimica Acta2004，49，： | 1 |
| 14 | Electrocatalytic reduction of NO-3 on palladium/copper electrodes显示文摘 | Santen R A Veen J A R | 2000 | J Mol Catal A:Chem2000，154，12： | 1 |
| 15 | Electrocatalytic reduction of nitrate at low concentration on coinage and transition-metal electrodes in acid solutions显示文摘 | Vooys A C A Koper M T M | 2003 | J Electroanal Chem2003，，554555： | 1 |
| 16 | Selective Catalytic Oxidation of Ammonia Over Copper-cerium Composite Catalyst 显示文摘 | De Vooys A C A Koper M T M Van Santen R A | 2001 | J Electroanal Chem2001，506，2： | 1 |
| 17 | The effect of decision delay in finite-length decision feedback equalization 显示文摘 | Voois P A Lee I Cioffi J M | 1996 | IEEE Transactions on Information Theory1996，42，2： | 1 |
| 18 | Electroeatalytic reduction of NO3- on palladium/copper electrodes 显示文摘 | de Vooys A C A van Santen R A van Veen J A R | 2000 | J Mol Catal A : Chem2000，154，12： | 1 |
| 19 | The role of adsorbates in the electrochemical oxidation of ammonia on noble and transition metal electrodes 显示文摘 | de Vooys A C A Koper M T M van Santen R A | 2001 | J Electroanal Chem2001，506，2： | 1 |
| 20 | Notch/gamma-secretase inhibition turns proliferative cells in intestinal crypts and adenomas into goblet cells显示文摘 | van Es J H van Gi jn M E Riccio O van der Born M Vooi js M | 2005 | Nature2005，435，： | 1 |
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