Sequential fusion <alternatives> <tex> $\mathcal {H}_\infty $ </tex> <mml:math overflow='scroll'> <mml:msub> <mml:mrow> <mml:mi mathvariant='script'> H </mml:mi> </mml:mrow> <mml:mi mathvariant='normal'> ∞ </mml:mi> </mml:msub> </mml:math></alternatives

Feng, Xiaoliang,Wen, Chenglin,Park, Ju H. IET 2017 IET CONTROL THEORY AND APPLICATIONS Vol.11 No.3

<P>In this study, the problem of sequential fusion H filtering is investigated for multi-rate multi-sensor time-varying systems based on a Krein-space approach. The considered system is with different evolving rate of the state and the estimation as well as measurement sampling rates. A novel performance index is proposed to sequentially characterise the effect of system noise on the fusion estimate errors. Based on the augmented measurement including all received measurements, a sequential fusion H filter is derived by solving a positive minimisation problem of an indefinite quadratic form, such that the new performance index is ensured. Furthermore, a recursive projection method is proposed in the Krein space to reduce the computation burden. Then, a recursive sequential fusion filter is given to ensure that the minimum value is positive. Finally, two simulation examples are given to illustrate the advantages of the proposed methods.</P>

Effects of ball milling on structural changes and hydrolysis of lignocellulosic biomass in liquid hot-water compressed carbon dioxide

Houfang Lu,Xiaoliang Yuan,Shijie Liu,Guangrong Feng,Yingying Liu,Yongdan Li,Bin Liang 한국화학공학회 2016 Korean Journal of Chemical Engineering Vol.33 No.7

Mechanical activation is an effective method for destroying the crystalline structure. Biomass, especially its hemicellulose, can be degraded in the green solvent of liquid hot-water compressed carbon dioxide. To improve the degradation of crystalline cellulose in liquid hot-water compressed carbon dioxide, pretreatment of camphorwood sawdust by mechanical activation with a stirring ball mill was studied. Ball milling parameters and their effects on structure were determined by SEM, XRD and FT-IR. The influence of milling parameters on cellulose conversion can be ranked as follows: ball milling speed>activation time>the mass ratio of ball to biomass. The optimum milling condition was obtained at ball milling speed of 450 rpm and mass ratio of 30 : 1 of ball to biomass for 2 h. In this condition, cellulose crystallinity of sawdust decreased from 60.93% to 21.40%. The cellulose conversion was 37.8%, which was nearly four times of raw material (10.2%). The glucose yield in the hydrolysate was 1.49 g·L−1, which was nearly three times of that of raw material. It showed mechanical activation can destroy the crystalline structure of cellulose to promote degradation and the damage of lignocellulosic internal structure caused by ball milling is irreversible.

Finite Horizon H∞ Filtering for Networked Measurement System

Cheng-lin Wen,Xiaoliang Feng,Lizhong Xu 제어·로봇·시스템학회 2013 International Journal of Control, Automation, and Vol.11 No.1

The networked measurements arrive at information processing center with different time delays. As a result, the filter is required for different filtration scenes. The existing filtering algorithms are mostly proposed for specific filtration scenes. This situation motivates our present research. A linear time-varying system with unknown noise statistical properties is considered in this paper, and a unified finite horizon H∞ performance criterion function is built for different filtration scenes, firstly. Secondly, the performance criterion function is expressed as an indefinite quadratic inequality. And, the projection in Krein space corresponding to the indefinite quadratic form is analyzed in different filtration scenes. Thirdly, two unified finite horizon H∞ filtering methods are deduced, according to the idea of re-filtering and updating directly. Finally, a numerical simulation with different measurement arrival scenes, illustrates the effectiveness and otherness of the proposed unified finite horizon H∞ filtering methods.

The Role of Neutrophil-to-Lymphocyte Ratio in Predicting Pathological Response for Resectable Non–Small Cell Lung Cancer Treated with Neoadjuvant Chemotherapy Combined with PD-1 Checkpoint Inhibitors

Xiaoyan Sun,Yingnan Feng,Bin Zhang,Wuhao Huang,Xiaoliang Zhao,Hua Zhang,Dongsheng Yue,Changli Wang 대한암학회 2022 Cancer Research and Treatment Vol.54 No.4

Purpose The aim of our study was to investigate the value of baseline and preoperative neutrophil-to-lymphocyte ratio (NLR) in predicting the pathological response and disease-free survival (DFS) of neoadjuvant chemotherapy alone or combined with programmed cell death-1 (PD-1) checkpoint inhibitors in patients with resectable non–small cell lung cancer (NSCLC). Materials and Methods Resectable NSCLC patients who underwent neoadjuvant chemotherapy alone or combined with PD-1 checkpoint inhibitors between January 2018 and January 2020 were included. Peripheral venous blood samples of the patients were collected within 3 days prior to the first neoadjuvant treatment and within 3 days prior to surgery. Results A total of 79 patients in neoadjuvant chemotherapy combined with PD-1 checkpoint inhibitors group and 89 patients in neoadjuvant chemotherapy alone group were included. Thirty-five point four percent of the patients achieved pathological complete response (pCR) in neoadjuvant chemotherapy combined with PD-1 checkpoint inhibitors group, whereas only 9.0% reached pCR in the group of neoadjuvant chemotherapy. High NLR level were correlated with poor pathological response and DFS in neoadjuvant chemotherapy or combined with PD-1 checkpoint inhibitors group. Multivariate analysis revealed that baseline NLR could independently predict pathological response and DFS in the neoadjuvant chemotherapy combined with PD-1 checkpoint inhibitors group. Conclusion High NLR level were correlated with poor pathological response and shorter DFS in patients with NSCLC undergoing neoadjuvant chemotherapy or combined with PD-1 checkpoint inhibitors. Meanwhile, baseline NLR could independently predict response to pathological response and DFS, revealing its potential as a screening tool in NSCLC patients who received neoadjuvant chemotherapy combined with PD-1 checkpoint inhibitors.

Purification of pickling wastewater from the steel industry using membrane filters: Performance and membrane fouling

Jinfeng Zhang,Guanyi Chen,Yanning Ma,Miao Xu,Songyan Qin,Xiaoliang Liu,Haijun Feng,Lian Hou 대한환경공학회 2022 Environmental Engineering Research Vol.27 No.1

A new technique for treating pickling wastewater discharged from the steel industry using membrane filters was developed and membrane fouling was characterized in a full scale membrane filter. The morphological and chemical properties were examined through scanning electron microscopy (SEM), X-ray diffraction (XRD), energy dispersive X-ray spectroscopy (EDS) and inductively coupled plasma optical emission spectroscopy (ICP-OES) etc. The results showed that inorganic elements such as phosphates, chlorides, and sulfates were severely blocked in membrane surfaces and pores. The porosity, permeability, hydrophilic contact angle, and surface charge capacity of fouled membranes were all lower than those of new membranes, while the optimal neutralization reaction pH region for fouled membranes shifted and narrowed. Charge neutralization is a critical reason to membrane fouling. By increasing the Zeta potential of the pickling wastewater, the membrane fouling could be controlled. This method is proven to effectively improve the separation property of precipitates after pickling wastewater was neutralized. Moreover, Neutralization helped to reduce the unit number of treatment processes. This investigation could assist in obtaining a better understanding of the fouling properties and behavior in the full-scale membrane filters in the pickling wastewater treatment.

EGFR-TKI Combined with Pemetrexed versus EGFR-TKI Monotherapy in Advanced EGFR-Mutated NSCLC: A Prospective, Randomized, Exploratory Study

Weiguang Gu,Hua Zhang,Yiyu Lu,Minjing Li,Shuang Yang,Jianmiao Liang,Zhijian Ye,Zhihua Li,Minhong He,Xiaoliang Shi,Fei Wang,Dong You,Weiquan Gu,Weineng Feng 대한암학회 2023 Cancer Research and Treatment Vol.55 No.3

Purpose We aimed to evaluate whether the addition of pemetrexed is effective in improving progression-free survival (PFS) in epidermal growth factor receptor (EGFR)–mutated patients with or without concomitant alterations. Materials and Methods This multicenter clinical trial was conducted in China from June 15, 2018, to May 31, 2019. A total of 92 non–small cell lung cancer (NSCLC) patients harboring EGFR-sensitive mutations were included and divided into concomitant and non-concomitant groups. Patients in each group were randomly treated with EGFR–tyrosine kinase inhibitor (TKI) monotherapy or EGFR-TKI combined with pemetrexed in a ratio of 1:1. PFS was recorded as the primary endpoint. Results The overall median PFS of this cohort was 10.1 months. There were no significant differences in PFS between patients with and without concomitant and between patients received TKI monotherapy and TKI combined with pemetrexed (p=0.210 and p=0.085, respectively). Stratification analysis indicated that patients received TKI monotherapy had a significantly longer PFS in non-concomitant group than that in concomitant group (p=0.002). In concomitant group, patients received TKI combined with pemetrexed had a significantly longer PFS than patients received TKI monotherapy (p=0.013). Molecular dynamic analysis showed rapidly emerging EGFR T790M in patients received TKI monotherapy. EGFR mutation abundance decreased in patients received TKI combined chemotherapy, which supports better efficacy for a TKI combined chemotherapy as compared to TKI monotherapy. A good correlation between therapeutic efficacy and a change in circulating tumor DNA (ctDNA) status was found in 66% of patients, supporting the guiding role of ctDNA minimal residual disease (MRD) in NSCLC treatment. Conclusion EGFR-TKI monotherapy is applicable to EGFR-sensitive patients without concomitant alterations, while a TKI combined chemotherapy is applicable to EGFR-sensitive patients with concomitant alterations. CtDNA MRD may be a potential biomarker for predicting therapeutic efficacy.