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厨房电器设备非侵入式粒子群搜索辨识及参数优化方法研究 被引量:2
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作者 张云翔 赵少东 +2 位作者 饶竹一 秦毅 吴恒 《电器与能效管理技术》 2019年第2期25-31,37,共8页
为了挖掘居民负荷参与需求侧响应的潜力,避免侵入式量测在居民负荷采集难以推广的问题,提出基于非侵入量测通过粒子群算法对非侵入量测关口的电气量稳态特征进行搜索辨识的方法。为解决多特征量中以单一特征量辨识准确率低,而多特征量... 为了挖掘居民负荷参与需求侧响应的潜力,避免侵入式量测在居民负荷采集难以推广的问题,提出基于非侵入量测通过粒子群算法对非侵入量测关口的电气量稳态特征进行搜索辨识的方法。为解决多特征量中以单一特征量辨识准确率低,而多特征量综合辨识的系数难以确定的问题,提出了综合特征量适应度函数和辨识系数优化方法。最后,基于一组算例验证了所提方法的有效性,能够有效提高通过稳态量进行厨房设备辨识的准确率。 展开更多
关键词 需求侧响应 非侵入量测 粒子群算法 参数优化
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基于细粒度分项电量数据的需求侧响应模型研究 被引量:4
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作者 朱明杰 吴恒 +1 位作者 李敏蕾 徐涛 《电子测量技术》 2019年第21期48-52,共5页
针对负荷水平急剧增加带来的供需不平衡问题,利用非侵入量测技术具备的细粒度分项电量数据识别能力,提出了基于细粒度分项电量数据的需求侧响应模型。模型通过细粒度的用户分项数据获取调控潜力、拟合用户激励响应能力曲线;以激励补偿... 针对负荷水平急剧增加带来的供需不平衡问题,利用非侵入量测技术具备的细粒度分项电量数据识别能力,提出了基于细粒度分项电量数据的需求侧响应模型。模型通过细粒度的用户分项数据获取调控潜力、拟合用户激励响应能力曲线;以激励补偿成本最小为目标,满足用户调控潜力、用户电量响应能力和电压的约束,基于粒子群优化算法计算配电线路各节点的最优需求侧响应激励定价序列,以实现最经济的需求侧响应调控。最后应用所提模型,基于MATLAB验证了模型的有效性。 展开更多
关键词 非侵入量测 需求侧响应 粒子群算法 激励
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Non-invasive glucose measuring apparatus based on conservation of energy method 被引量:1
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作者 陈真诚 金星亮 +2 位作者 朱健铭 王弟亚 张婷婷 《Journal of Central South University》 SCIE EI CAS 2009年第6期982-986,共5页
A new non-invasive blood glucose measuring apparatus (NBGMA) made up of MSP430F149 SCM (single chip micyoco) was developed,which can measure blood glucose level (BGL) frequently,conveniently and painlessly. The hardwa... A new non-invasive blood glucose measuring apparatus (NBGMA) made up of MSP430F149 SCM (single chip micyoco) was developed,which can measure blood glucose level (BGL) frequently,conveniently and painlessly. The hardware and software of this apparatus were designed,and detecting algorithms based on conservation of energy method (COEM) were presented. According to the law of conservation of energy that the energy derived by human body equals energy consumed by metabolism,and the relationship between convection,evaporation,radiation and the BGL was established. The sensor module was designed. 20 healthy volunteers were involved in the clinical experiment. The BGL measured by an automatic biochemical analyzer (ABA) was set as the reference. Regression analysis was performed to compare the conservation of energy method with the biochemical method,using the 20 data points with blood glucose concentrations ranging from 680 to 1 100 mg/L. Reproducibility was measured for healthy fasting volunteers. The results show that the means of BGL detected by NBGMA and ANA are very close to each other,and the difference of standard deviation (SD) is 24.7 mg/L. The correlative coefficient is 0.807. The coefficient of variation (CV) is 4% at 921.6 mg/L. The resultant regression is evaluated by the Clarke error grid analysis (EGA) and all data points are included in the clinically acceptable regions (region A:100%,region B:0%). Accordingly,it is feasible to measure BGL with COEM. 展开更多
关键词 single chip non-invasive measurement blood glucose conservation of energy method
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Partial Discharge Simulations Used for the Design of a Non-Intrusive Cable Condition Monitoring Technique
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作者 Heino van Jaarsveldt Rupert Gouws 《Journal of Energy and Power Engineering》 2013年第11期2193-2201,共9页
The purpose of this paper is to investigate the effect of PD (partial discharge) activity within medium voltage XLPE (cross-linked polyethylene) cables. The effect of partial discharge was studied by means of a nu... The purpose of this paper is to investigate the effect of PD (partial discharge) activity within medium voltage XLPE (cross-linked polyethylene) cables. The effect of partial discharge was studied by means of a number of simulations. The simulations were based on the well-known three capacitor model for partial discharge. An equivalent circuit was derived for partial discharge due to a single void in the insulation material of a power cable. The results obtained from the simulations will form the basis of the design proses of a non-intrusive condition monitoring technique. The technique is based on the classification of discharge activity according to five levels of PD. Future work will include the improvement of the simulation model by investigating the high frequency model of a power cable as well as the statistical nature of PD activity. This will improve the accuracy of the simulation results when compared to actual measurements. The work discussed in this paper will be used to construct and calibrate a practical model which will make use of PD measurements for non-intrusive condition monitoring of medium voltage electrical cables. 展开更多
关键词 Condition monitoring non-intrusive PD (partial discharge) XLPE (cross-linked polyethylene) void size apparentcharge.
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