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Price Learning Based Load Distribution Strategies for Demand Response Management in Smart Grid
Qiang Tang,Ming-zhong Xie,Kun Yang,Yuan-sheng Luo,Ping Li 보안공학연구지원센터 2016 International Journal of Smart Home Vol.10 No.11
In this paper, a Price learning based Load Distribution Strategy (PLDS) is proposed at first. In PLDS model, Smart Power Service, Utility Company and History Load Curves are included, and by considering both the average electricity consumption cost and the average electricity consumption habit, we proposed a convex optimization model to solve the model. In order to accelerate the convergence of PLDS, a price learning mechanism is proposed, which learns a price curve according to the history price data, and predicts price as a learned price for the next iteration. The optimization cycle of PLDS is one day or 24 hours, and in order to further improve the peak shaving performance, an extended version of PLDS named PLRS (Price learning based Load Redistribution Strategy) is proposed, whose optimization cycle length is 1 hour. The optimization models of PLDS and PLRS are the same, and the differences between them are the optimization cycle and the constraint conditions. In the simulation, we compared the convergence performance, peaking shaving performance and total cost among PLDS, PLRS and other strategy ODC in reference [11], and we found that the convergence performances of PLDS and PLRS are both better than that of ODC. The peak shaving performance of PLRS is better than that of ODC in the long term, and the total cost of PLRS is very close to that of ODC.
Chen Xu,Zheng-Qiang Yang,Sheng Liu,Wei Yang,Hai-Bin Shi,Wei-Zhong Zhou 소화기인터벤션의학회 2021 International journal of gastrointestinal interven Vol.10 No.2
Background: Percutaneous radiologic gastrostomy (PRG) was considered as an alternative technique for long-term enteral nutrition, and the current study is aimed to evaluate the feasibility and safety of this technique in patients with amyotrophic lateral sclerosis (ALS) at a single medical center. Methods: From July 2017 to October 2020, a total of 14 patients underwent PRG with ALS were included in this retrospective study with a median age of 64.0 years, and 78.6% were male. The procedure comprised a dilation of the stomach via a nasogastric catheter, followed by puncture and gastrostomy tube placement under fluoroscopic guidance. The technical success rate and clinical outcomes were recorded over 3 months following the procedure. Results: The technical success rate was 100%. During the follow-up period, minor complications were reported in 2 of patients (14.3%) including superficial skin infection and early tube block. Neither major complications nor mortality were observed. Body mass index of the patients increased significantly from 16.4 ± 2.1 kg/m2 to 17.1 ± 2.0 kg/m2 (t = –13.77; P < 0.001), and the albumin level increased significantly from 37.5 ± 2.3 g/L to 41.8 ± 1.6 g/L (t = –8.82, P < 0.001). Conclusion: PRG is a relatively safe and effective method for ALS patients, and deserves widespread clinical acceptance.
Chen Xu,Zheng-Qiang Yang,Sheng Liu,Wei Yang,Hai-Bin Shi,Wei-Zhong Zhou 소화기인터벤션의학회 2021 Gastrointestinal Intervention Vol.10 No.2
Background: Percutaneous radiologic gastrostomy (PRG) was considered as an alternative technique for long-term enteral nutrition, and the current study is aimed to evaluate the feasibility and safety of this technique in patients with amyotrophic lateral sclerosis (ALS) at a single medical center. Methods: From July 2017 to October 2020, a total of 14 patients underwent PRG with ALS were included in this retrospective study with a median age of 64.0 years, and 78.6% were male. The procedure comprised a dilation of the stomach via a nasogastric catheter, followed by puncture and gastrostomy tube placement under fluoroscopic guidance. The technical success rate and clinical outcomes were recorded over 3 months following the procedure. Results: The technical success rate was 100%. During the follow-up period, minor complications were reported in 2 of patients (14.3%) including superficial skin infection and early tube block. Neither major complications nor mortality were observed. Body mass index of the patients increased significantly from 16.4 ± 2.1 kg/m2 to 17.1 ± 2.0 kg/m2 (t = –13.77; P < 0.001), and the albumin level increased significantly from 37.5 ± 2.3 g/L to 41.8 ± 1.6 g/L (t = –8.82, P < 0.001). Conclusion: PRG is a relatively safe and effective method for ALS patients, and deserves widespread clinical acceptance.
Ai-Hong Yu,Yang-Yang Duan-Mu,Yong Zhang,Ling Wang,Zhe Guo,Yong-Qiang Yu,Yu-Sheng Wang,Xiao-Guang Cheng 대한영상의학회 2018 Korean Journal of Radiology Vol.19 No.5
Objective: To investigate the correlation between non-alcoholic fatty liver disease and visceral adipose tissue in non-obese Chinese adults using computed tomography (CT). Materials and Methods: The study included 454 subjects undergoing abdominal CT scan. Degree of CT attenuation in liver and spleen, and the degree of fat infiltration in liver were evaluated according to three indices: the attenuation value of liver parenchyma (CTLP), the attenuation ratio of liver and spleen (LSratio) and the attenuation difference between liver and spleen (LSdif). Visceral fat area (VFA) and total fat area (TFA) at L2/3 and L4/5 levels were measured, and the abdominal subcutaneous fat area (SFA) was calculated. Bivariate correlation analysis was carried out to determine the correlation among these factors. Results: In men, VFA, SFA and TFA at L2/3 and L4/5 levels showed significant differences in terms of the three indices to distinguish fatty liver from non-fatty liver (all, p < 0.001). In men, all the three indices showed negative correlation with TFA, SFA and VFA (all, p < 0.001). The negative correlation between the three indices and VFA at the L2/3 level was higher than at L4/5 level (r = -0.476 vs. r = -0.340 for CTLP, r = -0.502 vs. r = -0.413 for LSratio, r = -0.543 vs. r = -0.422 for LSdif, p < 0.001, respectively). The negative correlation between LSratio, LSdif and VFA at L2/3 and L4/5 levels was higher than SFA at the corresponding level. In women, all the three indices showed negative correlation with VFA and TFA at L2/3 and L4/5 levels, and the negative correlation between CTLP and VFA was higher at L2/3 level than at L4/5 level (r = -0.294 vs. r = -0.254, p < 0.001). Conclusion: In non-obese Chinese adults, the degree of hepatic fatty infiltration showed a strong correlation with abdominal fat on CT. VFA at L2/3 level was more closely related to fatty liver compared with VFA at L4/5 level.
Balloon dilation of epidermolysis bullosa-related esophageal strictures: A report of two cases
Wei-Zhong Zhou,Jing-Guo Xia,Zheng-Qiang Yang,Chun-Gao Zhou,Lin-Bo Zhao,Sheng Liu,Hai Bin Shi 소화기인터벤션의학회 2018 International journal of gastrointestinal interven Vol.7 No.3
Epidermolysis bullosa (EB) is a very rare inherited disease featured with skin blistering resulting from minor trauma. Sometimes the esophageal mucosa could also be involved, which leads to esophageal strictures. Here we report two cases of EB-related esophageal strictures who were successfully treated with esophageal balloon dilations. The two cases with EB had severe dysphagia. Clinical examination showed signs of malnutrition, skin blisters and loss of toenails due to EB. They underwent careful fluoroscopic balloon dilation with 10- and 16-mm-sized balloon catheters, respectively. They could ingest soft and some solid foods after the procedure and maintained during the 20 months and 16 months follow-up periods.
Rui Liu,Ching-Shieh Hsieh,Wein-Duo Yang,Liang-Sheng Qiang,Jian-Fu Wu 한국물리학회 2011 Current Applied Physics Vol.11 No.6
Vertically oriented TiO_2 nanotube arrays were successfully produced by the anodization technique in NH_4F/H_3PO_4 electrolyte. The structure and morphology were characterized by X-ray diffraction (XRD)and field emission scanning electron microscopy (FE-SEM). It is found that TiO_2 nanotube arrays annealed at 500 ℃ containing 100% anatase phase and entirely converted into rutile at 800 ℃. The response surface methodology (RSM) and Box-Behnken design were applied to find the optimal factor conditions in production of TiO_2 nanotube arrays. Based on the results in preliminary experiments, we selected anodization time, anodization voltage and NH4F concentration as the key factors to investigate their effects on responses. The regression models were built by fitting the experimental results with a second-order polynomial. By using the regression models, the optimal factor conditions were obtained as follows: anodization time of 300 min; anodization voltage of 15.39 V; NH_4F concentration of 0.50 M. Corresponding to the optimal factor conditions, the predicted average length and diameter of nanotube array were 1429 nm and 33 nm, respectively. Confirmation experiments using the optimized conditions were performed: TiO_2 nanotube arrays were obtained with an average tube length of 1420 nm and average tube diameter of 36 nm. The experimental results are in good agreement with the predicted results.
Balloon dilation of epidermolysis bullosa-related esophageal strictures: A report of two cases
Wei-Zhong Zhou,Jing-Guo Xia,Zheng-Qiang Yang,Chun-Gao Zhou,Lin-Bo Zhao,Sheng Liu,Hai Bin Shi 소화기인터벤션의학회 2018 Gastrointestinal Intervention Vol.7 No.3
Epidermolysis bullosa (EB) is a very rare inherited disease featured with skin blistering resulting from minor trauma. Sometimes the esophageal mucosa could also be involved, which leads to esophageal strictures. Here we report two cases of EB-related esophageal strictures who were successfully treated with esophageal balloon dilations. The two cases with EB had severe dysphagia. Clinical examination showed signs of malnutrition, skin blisters and loss of toenails due to EB. They underwent careful fluoroscopic balloon dilation with 10- and 16-mm-sized balloon catheters, respectively. They could ingest soft and some solid foods after the procedure and maintained during the 20 months and 16 months follow-up periods.