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Long-term stability analysis of large-scale underground plant of Xiangjiaba hydro-power station 被引量:3
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作者 徐卫亚 聂卫平 +3 位作者 周先齐 石崇 王伟 冯树荣 《Journal of Central South University》 SCIE EI CAS 2011年第2期511-520,共10页
Numerical analysis of the optimal supporting time and long-term stability index of the surrounding rocks in the underground plant of Xiangjiaba hydro-power station was carried out based on the rheological theory. Firs... Numerical analysis of the optimal supporting time and long-term stability index of the surrounding rocks in the underground plant of Xiangjiaba hydro-power station was carried out based on the rheological theory. Firstly,the mechanical parameters of each rock group were identified from the experimental data; secondly,the rheological calculation and analysis for the cavern in stepped excavation without supporting were made; finally,the optimal time for supporting at the characteristic point in a typical section was obtained while the creep rate and displacement after each excavation step has satisfied the criterion of the optimal supporting time. Excavation was repeated when the optimal time for supporting was identified,and the long-term stability creep time and the maximum creep deformation of the characteristic point were determined in accordance with the criterion of long-term stability index. It is shown that the optimal supporting time of the characteristic point in the underground plant of Xiangjiaba hydro-power station is 5-8 d,the long-term stability time of the typical section is 126 d,and the corresponding largest creep deformation is 24.30 mm. While the cavern is supported,the cavern deformation is significantly reduced and the stress states of the surrounding rock masses are remarkably improved. 展开更多
关键词 large-scale underground plant rheological mechanics optimal supporting time maximum creep deformation long-termstability long-term strength
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Active fraction combination from Liuwei Dihuang decoction(LW-AFC) ameliorates corticosterone-induced long-term potentiation impairment in mice in vivo 被引量:4
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作者 HUANG Yan LI Dong +3 位作者 CHENG Bin LIU Gang ZHANG Yong-xiang ZHOU Wen-xia 《中国药理学与毒理学杂志》 CAS 北大核心 2019年第6期436-437,共2页
Liuwei Dihuang decoction(LW), a classic formula in traditional Chinese medicine(TCM), has been used for nearly one thousand years for various diseases with characteristic features of kidney yin deficiency. LW consists... Liuwei Dihuang decoction(LW), a classic formula in traditional Chinese medicine(TCM), has been used for nearly one thousand years for various diseases with characteristic features of kidney yin deficiency. LW consists of 6herbs including Dihuang[prepared root of Rehmannia glutinosa(Gaertn) DC], Shanyao(rhizome of Dioscorea polystachya Turcz), Shanzhuyu(fruit of Cornus officinalis Siebold Zucc), Mudanpi(root bark of Paeonia × suffruticosa Andrews),Zexie(rhizome of Alisma plantago-aquatica L) and Fuling(scleorotia of Wolfiporia extensa(Peck) Ginns)LW-active fraction combination(LW-AFC) is extracted from LW, it is effective for the treatment of kidney yin deficiency in many animal models. There are 3 fractions in LW-AFC, a polysaccharide fraction(LWB-B), a glycoside fraction(LWD-b) and an oligosaccharide fraction(CA-30). Our previous results indicate that LW-AFC has similar pharmacological effects to LW, modulating the balance of the NIM network. LW-AFC has positive effects in many animal models of kidney deficiency or disturbance of the NIM network. LW-AFC could improve the cognitive ability in Alzheimer′s disease(AD) animal models(APP/PS1, SAMP8), where modulating immune function and balancing the NIM network may play an important role in its cognition improving effects. Our study also showed that LW-AFC had protective effects on stress-induced disturbances of the NIM network. However, the underlying mechanisms remain elusive and need further investigation. OBJECTIVE This study evaluated the effects of LW-AFC and the active fractions(polysaccharide, LWB-B;glycoside, LWD-b;oligosaccharide,CA-30) on corticosterone(Cort)-induced long-term potentiation(LTP) impairment in vivo. METHODS LTP was used to evaluate the synaptic plasticity. LW-AFC was orally administered for seven days. The active fractions were given by either chronic administration(ig, ip, 7 d) or single administration(icv, ig, ip). Cort was injected subcutaneously 1 h before the high-frequency stimulation(HFS) to induce LTP impairment. Moreover, in order to research on the possible effective pathways, an antibiotic cocktail and an immunosuppressant were also used. RESULTS Chronic administration(ig) of LW-AFC and its three active fractions could ameliorate Cort-induced LTP impairment. Single administration(icv, ig, ip) of any of the active fractions had no effect on Cort-induced LTP impairment, while chronic administration(ig, ip) of LWB-B or LWD-b showed positive effects against Cort. Interestingly, CA-30 only showed protective effects via ig administration,and there was little effect when CA-30 was administered ip In addition, when the intestinal microbiota was disrupted by application of the antibiotic cocktail, CA-30 showed little protective effects against Cort. The effects of LW-AFC were also abolished when the immune function was inhibited. In the hippocampal tissue, Cort treatment increased corticosterone and glutamate, and LW-AFC could inhibit the Cort-induced elevation of corticosterone and glutamate;there was little change in D-serine in Cort-treated animals, but LW-AFC could increase the D-serine levels. CONCLUSION LW-AFC and its three active fractions could ameliorate Cort-induced LTP impairment. Their protective effects are unlikely by a direct way, and immune modulation might be the common pathway. CA-30 could protect LTP from impairment via modulating the intestinal microbiota. Decreasing corticosterone and glutamate and increasing D-serine in the Cort-treated animals’ hippocampal tissue might be one of the mechanisms for the neural protective effects of LW-AFC. Further study is needed to understand the underlying mechanisms. 展开更多
关键词 LW-active fraction COMBINATION ACTIVE FRACTIONS CORTICOSTERONE long-term POTENTIATION SYNAPTIC plasticity stress
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Filtering of long-term dependent fractal noise in fiber optic gyroscope 被引量:5
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作者 Chunhong Hua Zhang Ren Minhu Zhang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第6期1041-1045,共5页
Stochastic noises of fiber optic gyroscope (FOG) mainly contain white noise and fractal noise whose long-term dependent component causes FOG a rather slow drift. In order to eliminate this component, a two-step filt... Stochastic noises of fiber optic gyroscope (FOG) mainly contain white noise and fractal noise whose long-term dependent component causes FOG a rather slow drift. In order to eliminate this component, a two-step filtering methodology is proposed. Firstly, fractional differencing (FD) method is introduced to trans-form fractal noise into fractional white noise based on the estima-tion of Hurst exponent for long-term dependent fractal process, which together with the existing white noise make up of a gener-alized white noise. Further, an improved denoising algorithm of wavelet maxima is developed to suppress the generalized white noise. Experimental results show that the basic noise terms of FOG greatly decrease, and especially the slow drift is restrained effectively. The proposed methodology provides a promising ap-proach for filtering long-term dependent fractal noise. 展开更多
关键词 fiber optic gyroscope (FOG) fractal noise long-term dependence fractional differencing wavelet denoising.
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Long-term settlement prediction of high-speed railway bridge pile foundation 被引量:4
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作者 杨奇 冷伍明 +4 位作者 张升 聂如松 魏丽敏 赵春彦 刘维正 《Journal of Central South University》 SCIE EI CAS 2014年第6期2415-2424,共10页
The process and characteristics of loading on high-speed railway bridge pile foundation were firstly obtained by means of field research and analysis,and the corresponding loading function was presented.One-dimensiona... The process and characteristics of loading on high-speed railway bridge pile foundation were firstly obtained by means of field research and analysis,and the corresponding loading function was presented.One-dimensional consolidation equation of elastic multilayered soils was then established with single drainage or double drainages under multilevel loading.Moreover,the formulas for calculating effective stress and settlement were derived from the Laplace numerical inversion transform.The three-dimensional composite analysis method of bridge pile group was improved,where the actual load conditions of pile foundation could be simulated,and the consolidation characteristics of soil layers beneath pile were also taken into account.Eventually,a corresponding program named LTPGS was developed to improve the calculation efficiency.The comparison between long-term settlement obtained from the proposed method and the in-situ measurements of pile foundation was illustrated,and a close agreement is obtained.The error between computed and measured results is less than 1 mm,and it gradually reduces with time.It is shown that the proposed method can effectively simulate the long-term settlement of pile foundation and program LTPGS can provide a reliable estimation. 展开更多
关键词 bridge pile foundation long-term settlement CONSOLIDATION Laplace numerical inversion transform multilevel loading multilayered soils
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Displacement behavior and mechanism of long-term water flooding in sandstone oil reservoirs 被引量:2
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作者 CAO Ren-yi DAI Zong +4 位作者 WANG Zhi-kai WANG Ya-hui JIANG Jun LI hai-long JIA Zhi-hao 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第3期834-847,共14页
Sandstone oil reservoirs with huge bottom water and high permeability are generally developed with high flow rate.After long-term water flooding(LTWF),the water flooding characteristics are quite different from that o... Sandstone oil reservoirs with huge bottom water and high permeability are generally developed with high flow rate.After long-term water flooding(LTWF),the water flooding characteristics are quite different from that of original reservoir.In this paper,the effects of the PV number,viscosity,and displacement rate during LTWF are studied through experiments.The mechanism is analyzed based on analysis of changes in oil composition,rock mineral composition and wettability.The oil-water relative permeability curves,oil recovery and wettability were obtained with new experiments methods,which avoids the oil metering error by measuring oil and water separately.The research indicates that when the viscosity increases,the water phase permeability decreases,the residual oil saturation increases,and the water content rate increases earlier.A higher water flooding rate results in a higher ultimate recovery.A higher asphaltene content results in a higher viscosity and more oil-wet reservoir conditions.After LTWF,the wettability tends to water-wet,which is more favorable for heavy oil recovery.Moreover,LTWF reduces the clay content,which creates a more water-wet surface and a larger reservoir pore throat environment.This research provides insightful characteristics of offshore sandstone oil reservoirs,which can be used to enhance oil recovery. 展开更多
关键词 long-term water flooding sandstone reservoir relative permeability curve WETTABILITY
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Improvement of Lagrangian relaxation performance for open pit mines constrained long-term production scheduling problem 被引量:2
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作者 E.Moosavi J.Gholamnejad +1 位作者 M.Ataee-pour E.Khorram 《Journal of Central South University》 SCIE EI CAS 2014年第7期2848-2856,共9页
Constrained long-term production scheduling problem(CLTPSP) of open pit mines has been extensively studied in the past few decades due to its wide application in mining projects and the computational challenges it pos... Constrained long-term production scheduling problem(CLTPSP) of open pit mines has been extensively studied in the past few decades due to its wide application in mining projects and the computational challenges it poses become an NP-hard problem.This problem has major practical significance because the effectiveness of the schedules obtained has strong economical impact for any mining project.Despite of the rapid theoretical and technical advances in this field,heuristics is still the only viable approach for large scale industrial applications.This work presents an approach combining genetic algorithms(GAs) and Lagrangian relaxation(LR) to optimally determine the CLTPSP of open pit mines.GAs are stochastic,parallel search algorithms based on the natural selection and the process of evolution.LR method is known for handling large-scale separable problems; however,the convergence to the optimal solution can be slow.The proposed Lagrangian relaxation and genetic algorithms(LR-GAs) combines genetic algorithms into Lagrangian relaxation method to update the Lagrangian multipliers.This approach leads to improve the performance of Lagrangian relaxation method in solving CLTPSP.Numerical results demonstrate that the LR method using GAs to improve its performance speeding up the convergence.Subsequently,highly near-optimal solution to the CLTPSP can be achieved by the LR-GAs. 展开更多
关键词 constrained long-term production scheduling problem open pit mine Lagrangian relaxation genetic algorithm
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Mechanisms of active fraction combination from Liuwei Dihuang Decoction(LW-AFC) on long-term potentiation impairment in vivo
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作者 HUANG Yan LI Dong +3 位作者 CHENG Bin LIU Gang ZHANG Yong-xiang ZHOU Wen-xia 《中国药理学与毒理学杂志》 CAS 北大核心 2019年第9期665-665,共1页
OBJECTIVE Liuwei Dihuang Decoction(LW)-active fraction combination(LW-AFC,consist of 3 fractions polysaccharide,LWB-B;glycoside,LWD-b;oligosaccharide,CA-30)is extracted from LW,it is effective for the treatment of kid... OBJECTIVE Liuwei Dihuang Decoction(LW)-active fraction combination(LW-AFC,consist of 3 fractions polysaccharide,LWB-B;glycoside,LWD-b;oligosaccharide,CA-30)is extracted from LW,it is effective for the treatment of kidney yin deficiency in many animal models.This study evaluated the effects and mechanisms of LW-AFC and the active fractions on corticosterone(Cort)-induced long-term potentiation(LTP)impairment in vivo.METHODS LTP was used to evaluate the synaptic plasticity.LW-AFC was orally administered for seven days.The active fractions were given by either chronic administration(ig,ip,7 d)or single administration(icv,ig,ip).Cort was injected subcutaneously 1h before the high-frequency stimulation(HFS)to induce LTP impairment.Moreover,in order to research on the possible effective pathways,an antibiotic cocktail and an immunosuppressant were also used.RESULTS Chronic administration(ig)of LW-AFC and its three active fractions could ameliorate Cort-induced LTP impairment.Single administration(icv,ig,ip)of any of the active fractions had no effect on Cort-induced LTP impairment,while chronic administration(ig,ip)of LWB-B or LWD-b showed positive effects against Cort.Interestingly,CA-30 only showed protective effects via ig administration,and there was little effect when CA-30 was administered ip In addition,when the intestinal microbiota was disrupted by application of the antibiotic cocktail,CA-30 showed little protective effects against Cort.The effects of LW-AFC were also abolished when the immune function was inhibited.In the hippocampal tissue,Cort treatment increased Cort and glutamate,and LW-AFC could inhibit the Cort-induced elevation of Cort and glutamate;there was little change in D-serine in Cort-treated animals,but LW-AFC could increase the D-serine levels.CONCLUSION LW-AFC and its three active fractions could ameliorate Cort-induced LTP impairment.Their protective effects are unlikely by a direct way,and immune modulation might be the common pathway.CA-30 could protect LTP from impairment via modulating the intestinal microbiota.Decreasing Cort and glutamate and increasing D-serine in the Cort-treated animals'hippocampal tissue might be one of the mechanisms for the neural protective effects of LW-AFC.Further study is needed to understand the underlying mechanisms. 展开更多
关键词 LW-active fraction combination active fractions CORTICOSTERONE long-term potentiation synaptic plasticity stress
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LW-AFC and its active components ameliorate corticosterone-induced long-term potentiation impairment in mice
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作者 Yan HUANG Dong LI +1 位作者 Wen-xia ZHOU Yong-xiang ZHANG 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2017年第10期989-990,共2页
OBJECTIVE LW-AFC is extracted from the classical traditional Chinese medicinal prescription-Liuwei Dihuang Decoction.Previous studies have showed that LW-AFC could improve learning&memory ability in amny animal mo... OBJECTIVE LW-AFC is extracted from the classical traditional Chinese medicinal prescription-Liuwei Dihuang Decoction.Previous studies have showed that LW-AFC could improve learning&memory ability in amny animal models.In this study,we focused on evaluating the effect of several main active components fromLW-AFC(B-B;loganin,LOG;morroniside,MOR;paeoniflorin,PF and stachyose,STA)on LTP.METHODS In vivo recording of LTP was used in this study to evaluate the effects of LW-AFC and it′s active components on coticorsterone(Cort)induced LTP impairment.RESULTS The results showed that LW-AFC could ameliorate Cort-induced LTP impairment.The effect of LW-AFC was abolished when the immune function was inhibited.Single administration(ig,ip,icv)of any of the components had no effect on Cort-induced LTP impairment.Consecutively intragastric administration or intraperitoneal injections(chronic administration)of B-B,LOG,MOR or PF for 7 d showed protective effect on Cort-induced LTP impairment.Intragastric administration of STA for 7 d protected LTP from impairment induced by Cort,while there was little improving effect when STA was administrated via intraperitoneal injection.In addition,when the intestinal microbiota was disrupted by applying the antibiotic cocktail,STA showed little protective effect against Cort.CONCLUSION In conclusion,LW-AFC and it′s components showed positive effects against cort induced LTP impairment,it seems that all displayed protective effects via indirectly,immune modulation might be the common pathway for all components;the exact pathways are different in each component,B-B,LOG,MOR and PF could be absorbed into the bloods tream and then modulate the peripheral immune function,while STA could not be absorbed and modulates the immune function via modulating intestinal microbiota.Further studies are needed to invesgate the underlying mechanisms and the synergetic effects of all components. 展开更多
关键词 LW-AFC active components synaptic plasticity long-term potentiation intestinal microbiota
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Long-term Energy Demand and CO_2 Problem in the PRC
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作者 LQ YingzhongInst. for Techno-Economics and Energy System Analysis. P.O. Box 1021, Beijing 102201, China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1991年第1期29-41,共13页
The long-term energy demand in China and the-Chinese share in global CO2 emission are forecasted on the basis of scenarios of population growth and economy development up to 2050 proposed in view of the interaction of... The long-term energy demand in China and the-Chinese share in global CO2 emission are forecasted on the basis of scenarios of population growth and economy development up to 2050 proposed in view of the interaction of energy, economy, environment and social development. The total energy demand in 2050 will reach 4.4~ 5.4 billion tce. It is shown in energy supply analysis that coal is China’s major energy in primary energy supply. The share of CO2 emission in the future Chinese energy system will be out of proportion to its energy consumption share because of the high persentage of coal to be consumed. It will reach about 27%. The nuclear option which would replace 30.7% of coal in the total primary energy supply will reduce the share by 9.8%. So the policy considerations on the future Chinese energy system is of great importance to the global CO2 issues. 展开更多
关键词 long-term forecast Energy demand CO2emission Climate change.
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Prevalence and long-term prognosis in Takayasu arteritis patients with left ventricular dilatation and a decreased ejection fraction:data from 1,105 Chinese cases
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作者 Ying Zhang Peng Fan +1 位作者 Fang Luo Xianliang Zhou 《中国循环杂志》 CSCD 北大核心 2018年第S01期143-143,共1页
Background Left ventricular dilatation and a decreased ejection fraction is one of the most serious complications in patients with Takayasu arteritis(TA).We aim to describe the prevalence,clinical features,treatment,a... Background Left ventricular dilatation and a decreased ejection fraction is one of the most serious complications in patients with Takayasu arteritis(TA).We aim to describe the prevalence,clinical features,treatment,and long-term prognosis of TA patients with this complication. 展开更多
关键词 TAKAYASU ARTERITIS left ventricular DILATATION PREVALENCE long-term prognosis
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Impact of baseline smoking status on long-term prognosis of patients with coronary artery disease underwent percutaneous coronary intervention:a large single-center data
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作者 Ru Liu Zhan Gao +9 位作者 Huanhuan Wang Xiaofang Tang Ying Song Jingjing Xu Jue Chen Shubin Qiao Yuejin Yang Runlin Gao Bo Xu Jinqing Yuan 《中国循环杂志》 CSCD 北大核心 2018年第S01期140-140,共1页
Objective This study analyzed a large single-center sample in China to explain the impact of smoking state at baseline on long-term prognosis of coronary artery disease (CAD) patients who received percutaneous coronar... Objective This study analyzed a large single-center sample in China to explain the impact of smoking state at baseline on long-term prognosis of coronary artery disease (CAD) patients who received percutaneous coronary intervention (PCI). 展开更多
关键词 SMOKING long-term prognosis CORONARY artery disease PERCUTANEOUS CORONARY intervention
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Discussion on the Long-term Target of Protected Area Coverage in China
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作者 Yang Rui Cao Yue 《中国园林》 北大核心 2018年第7期11-12,共2页
The creation of China's National Parks and Protected Areas System is at a critical stage,and it is imperative to discuss the long-term target for China's protected areas coverage.In other words,how much of the... The creation of China's National Parks and Protected Areas System is at a critical stage,and it is imperative to discuss the long-term target for China's protected areas coverage.In other words,how much of the national land area should be dedicated to or used for nature conservation,can it truly protect species and their habitats,and can it provide essential ecosystem services for the sustainable development of China's economy and society?1 Why Study the Long-term Target of Protected Area Coverage in China?The biodiversity crisis has become one of the biggest challenges faced by all countries in the world.China's rate of species extinction and ecosystem degradation are also a cause for concern.One of the most effective measures to deal with these crises is to establish an efficient and effective protected area network[1-4]. 展开更多
关键词 China's NATIONAL Parks long-term THEIR HABITATS
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A data and physical model dual-driven based trajectory estimator for long-term navigation
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作者 Tao Feng Yu Liu +2 位作者 Yue Yu Liang Chen Ruizhi Chen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第10期78-90,共13页
Long-term navigation ability based on consumer-level wearable inertial sensors plays an essential role towards various emerging fields, for instance, smart healthcare, emergency rescue, soldier positioning et al. The ... Long-term navigation ability based on consumer-level wearable inertial sensors plays an essential role towards various emerging fields, for instance, smart healthcare, emergency rescue, soldier positioning et al. The performance of existing long-term navigation algorithm is limited by the cumulative error of inertial sensors, disturbed local magnetic field, and complex motion modes of the pedestrian. This paper develops a robust data and physical model dual-driven based trajectory estimation(DPDD-TE) framework, which can be applied for long-term navigation tasks. A Bi-directional Long Short-Term Memory(Bi-LSTM) based quasi-static magnetic field(QSMF) detection algorithm is developed for extracting useful magnetic observation for heading calibration, and another Bi-LSTM is adopted for walking speed estimation by considering hybrid human motion information under a specific time period. In addition, a data and physical model dual-driven based multi-source fusion model is proposed to integrate basic INS mechanization and multi-level constraint and observations for maintaining accuracy under long-term navigation tasks, and enhanced by the magnetic and trajectory features assisted loop detection algorithm. Real-world experiments indicate that the proposed DPDD-TE outperforms than existing algorithms, and final estimated heading and positioning accuracy indexes reaches 5° and less than 2 m under the time period of 30 min, respectively. 展开更多
关键词 long-term navigation Wearable inertial sensors Bi-LSTM QSMF Data and physical model dual-driven
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Corticosterone induced D-serine release deficit play an important role in long-term potentiation impairment by corticosterone in perforant path-dentate gyrus pathway
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作者 HUANG Yan WANG Chen +4 位作者 YU Qi LI Dong SUN Na ZHANG Yong-xiang ZHOU Wen-xia 《中国药理学与毒理学杂志》 CAS 北大核心 2021年第10期764-764,共1页
OBJECTIVE Previous studies showed that over activation of NMDA receptors may be a crucial cause of long-term potentiation(LTP)and cognitive impairment induced by stress or corticosterone.However,other studies showed t... OBJECTIVE Previous studies showed that over activation of NMDA receptors may be a crucial cause of long-term potentiation(LTP)and cognitive impairment induced by stress or corticosterone.However,other studies showed that the function of NMDA receptors is insufficient since the NMDA receptors co-agonist D-serine could improve stress-induced cognitive impairment.The purpose of this study is to clarify whether over activation of NMDA receptors or hypofunction of NMDA receptors is involved in hippocampal impairment of LTP by corticosterone and the underlying mechanisms.METHODS Cort was injected subcutaneously 1 h before the high-frequency stimulation(HFS)to induce LTP impairment.NMDA receptor antagonists and agonists were administrated by icv.RESULTS Hippocampal LTP and object location recognition memory were impaired in corticosterone-treated mice.Corticosterone increased the glutamate level in hippocampal tissues,neither NMDA receptors antagonist nor its subtype antagonists alleviated impairment of LTP,while enhancing the function of NMDA receptors by D-serine did alleviate impairment of LTP by corticosterone,suggesting that hypofunction of NMDA receptors might be one of the main reasons for impairment of LTP by corticosterone.Further results showed that the level of D-serine and its precursor L-serine did not change.D-serine release-related protein Na+-independent alanine-serine-cysteine transporter-1(ASC-1)in the cell membrane was decreased and increasing D-serine release by the selective activator of ASC-1 antiporter activity alleviated impairment of LTP by corticosterone.CONCLUSION Taken together,this study demonstrates that hypofunction of NMDA receptors may be involved in impairment of LTP by corticosterone and reduced D-serine release may be an important reason for its hypofunction,which is an important complement to existing mechanisms of corticosterone-induced LTP and cognitive impairment. 展开更多
关键词 CORTICOSTERONE long-term potentiation N-methyl-D-aspartate receptors D-SERINE Na+-independent ala⁃nine-serine-cysteine transporter-1
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绿色生产力的理解向度、中国创新与实践展望——兼论新质生产力本身就是绿色生产力 被引量:25
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作者 黄鑫 胡鞍钢 《北京工业大学学报(社会科学版)》 北大核心 2025年第1期56-67,共12页
在科技革命和产业变革加快演进的背景下,数字化与绿色化已经成为新质生产力的两大鲜明标识,驱动经济向高质量发展迈进。从人与自然关系的视角来看,生产力的进步已由传统模式跃升为绿色生产力的新阶段,这既是21世纪生产力发展的大势所趋... 在科技革命和产业变革加快演进的背景下,数字化与绿色化已经成为新质生产力的两大鲜明标识,驱动经济向高质量发展迈进。从人与自然关系的视角来看,生产力的进步已由传统模式跃升为绿色生产力的新阶段,这既是21世纪生产力发展的大势所趋,也是中国新发展理念的鲜明体现。绿色生产力依托技术创新的突破和与发展模式的变革,加速推动绿色福祉的广泛增进与普惠,深刻契合了人类对美好生态环境的不懈追求与深切向往,共同构建人与自然和谐共生的美丽中国。绿色生产力的创新实践已深刻融入中国发展多个五年规划之中,稳步推进绿色发展,率先引领了一场以绿色为特征的新产业质态变革,这场“绿色革命”深刻重塑了发展模式的绿色转型。面向“十五五”时期,需进一步深化绿色生产力的创新与发展,贯彻绿水青山就是金山银山的理念,坚持科技创新和制度创新双轮联动,强化科技创新和产业创新的深度融合。同时,完善支持绿色发展的经济金融政策工具,并积极推动全球化治理体系绿色变革。只有坚持长期主义,坚持绿色增长,将“绿色革命”推向深入,才能实现可持续发展目标。 展开更多
关键词 绿色生产力 新质生产力 绿色发展 五年规划 长期主义
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基于FEDformer-LGBM-AT架构的采煤工作面上隅角瓦斯浓度预测 被引量:3
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作者 梁运培 李赏 +4 位作者 李全贵 郭亚博 孙万杰 郑梦浩 王程成 《煤炭学报》 北大核心 2025年第1期360-378,共19页
在煤矿智能化升级的大环境下,从海量的工作面监测数据中挖掘高质量的信息来构建科学的模型从而提高预测时长和精度是防范上隅角瓦斯浓度超限的关键。然而,上隅角瓦斯浓度影响因素众多,海量数据利用匮乏,瓦斯浓度预测精度高但时长较短,仅... 在煤矿智能化升级的大环境下,从海量的工作面监测数据中挖掘高质量的信息来构建科学的模型从而提高预测时长和精度是防范上隅角瓦斯浓度超限的关键。然而,上隅角瓦斯浓度影响因素众多,海量数据利用匮乏,瓦斯浓度预测精度高但时长较短,仅为0~30 min,而中长时30~60 min预测精度低、泛化能力差。为了解决这个问题,以山西某矿回采工作面为研究对象,对该工作面的煤层瓦斯含量进行动态提取,组建煤层瓦斯含量、瓦斯浓度、采煤机、风速的特征集合,并对该特征集合进行预处理,通过相关性分析对不同特征进行筛选,进一步构造相关特征的短时趋势、长时趋势、周期趋势以及拼接特征,首先构建基于频率增强分解Transformer(FEDformer)的瓦斯浓度预测层,构建基于轻量梯度增强机(LGBM)的残差修正层,然后引入自适应阈值(AT)技术构建阈值感知层,最终组成3层瓦斯超限预测模型架构,对未来60 min内上隅角瓦斯浓度进行预测,并通过召回率(TPR),误报率(FPR),平均绝对误差(MAE)以及平均绝对百分误差(MAPE)对预测性能进行考察。结果表明:所构建的基于FEDformer-LGBM-AT架构的上隅角瓦斯浓度预测模型的短时TPR为0.956,FPR为0.035,MAE为0.033,MAPE为0.183;长时预测的TPR为0.940,FPR为0.035,MAE为0.047,MAPE为0.262;与传统的灰色模型(GM)、支持向量机(SVM)、反向传播(BP)、门控循环单元(GRU)、粒子群优化的长短期记忆(PSOLSTM)、Transformer等模型的长时预测能力相比,FEDformer-LGBM-AT架构模型具有更好的长时预测精度和泛化能力,自适应阈值感知使得模型对高值瓦斯浓度敏感。该架构模型弥补短期预测局限性和泛化性,支撑现场瓦斯超限防治措施,可为回采工作面瓦斯浓度智能预测提供一定的借鉴和参考。 展开更多
关键词 瓦斯浓度 深度学习 特征构造 自适应阈值 长时预测
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培育壮大耐心资本:内涵、意义、举措 被引量:27
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作者 胡海峰 《人民论坛·学术前沿》 北大核心 2025年第2期96-107,共12页
耐心资本是一种投资者愿意放弃短期回报,在不期望快速盈利的情况下对企业进行主动、长期的金融投资,具有强调长期导向、关注社会效益、风险承受能力更强及对失败包容度更高等特征。发展耐心资本可以为我国经济发展注入新的活力和动力,... 耐心资本是一种投资者愿意放弃短期回报,在不期望快速盈利的情况下对企业进行主动、长期的金融投资,具有强调长期导向、关注社会效益、风险承受能力更强及对失败包容度更高等特征。发展耐心资本可以为我国经济发展注入新的活力和动力,为实现高水平科技自立自强、塑造发展新动能新优势、引导更多优质生产要素向发展新质生产力集聚提供有力支撑。发展耐心资本是一项复杂的系统工程,一方面要积极培育耐心理念,培育容忍失败的文化,通过优化政策体系,营造公平、透明和有序的耐心市场环境;另一方面要建立完善的创业创新生态系统,积极构建创业“栖息地”,不断塑造和完善我国的耐心资本供给和配置架构体系。 展开更多
关键词 耐心资本 新质生产力 风险投资 长期资本
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计及铁心非线性的变压器空间动态磁场加速计算方法 被引量:3
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作者 司马文霞 孙佳琪 +3 位作者 杨鸣 邹德旭 彭庆军 王劲松 《电工技术学报》 北大核心 2025年第5期1559-1574,共16页
快速获得变压器空间磁场动态分布是构建变压器数字孪生体的基础之一,然而现有快速计算方法难以快速、准确地获得铁心饱和工况下的磁场分布特性。因此,该文提出了计及铁心非线性的变压器空间动态磁场加速计算方法。首先,构建变压器电磁... 快速获得变压器空间磁场动态分布是构建变压器数字孪生体的基础之一,然而现有快速计算方法难以快速、准确地获得铁心饱和工况下的磁场分布特性。因此,该文提出了计及铁心非线性的变压器空间动态磁场加速计算方法。首先,构建变压器电磁场路耦合仿真模型,对关键变量进行参数化扫描,仿真获得不同非线性工况下的大量磁场数据,构建涉及铁心非线性工况的主磁通和漏磁通数据集;其次,提出融合卷积神经网络(CNN)和长短期记忆网络(LSTM)的双分支深度学习模型,训练提取磁场数据的空间和时间特征,解决主、漏磁通差异大造成的模型训练难题;最后,利用模型获得输入电压、电流与内部空间磁场分布的非线性映射关系,实现空间动态磁场的加速计算,为变压器数字孪生体的构建提供了快速获得磁场数据的方法。 展开更多
关键词 非线性 卷积神经网络 长短期记忆网络 磁场 加速计算
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长期化肥配施不同有机物料对亚热带稻田土壤微生物生物量及酶化学计量特征的影响 被引量:1
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作者 李雪 周萍 +5 位作者 程爱武 戴玉婷 赖佳鑫 李康祺 盛浩 吴金水 《植物营养与肥料学报》 北大核心 2025年第2期305-316,共12页
【目的】利用肥料长期定位试验,研究化肥与不同有机物料配施下,亚热带稻田土壤的微生物生物量碳氮磷含量、土壤胞外酶活性及其化学计量比的差异,揭示不同有机肥源对土壤微生物生物量稳定性的影响特征。【方法】依托位于湖南省宁乡市农... 【目的】利用肥料长期定位试验,研究化肥与不同有机物料配施下,亚热带稻田土壤的微生物生物量碳氮磷含量、土壤胞外酶活性及其化学计量比的差异,揭示不同有机肥源对土壤微生物生物量稳定性的影响特征。【方法】依托位于湖南省宁乡市农技中心的稻田长期定位试验(始于1986年),选取5个施肥处理,分别为不施肥对照(CK)、单施化肥(NPK)、30%猪粪有机肥替代化肥氮(30%OM)、60%猪粪有机肥替代化肥氮(60%OM)、秸秆还田+化肥(NPKS),种植制度为一年三熟,早稻-晚稻-大麦轮作。于2022年9月晚稻成熟期采集表层(0—20 cm)土壤样品,测定土壤有机碳(SOC)、全氮(TN)、全磷(TP)含量,微生物生物量碳、氮、磷(MBC、MBN、MBP)含量和β-葡萄糖苷酶(βG)、β-N-乙酰氨基葡萄糖苷酶(NAG)、酸性磷酸酶(ACP)活性,并计算化学计量比。【结果】长期施肥显著提高了土壤SOC、TN和TP含量,60%OM处理3个指标的增幅均最高(P<0.05),30%OM处理的增幅也显著高于NPK处理,而NPKS处理的TN增幅与NPK处理相当。3个有机无机肥配合处理之间土壤C/N无显著差异,而NPKS处理的C/P和N/P均显著高于60%OM和30%OM处理。3个有机无机肥配合处理MBC含量无显著差异,均高于NPK处理;MBN和MBP含量均以60%OM处理最高,显著高于其他处理,其次为30%OM处理,NPKS处理MBN含量高于NPK处理,而MBP含量与NPK处理相当,因而NPKS处理的MBC/MBN和MBC/MBP均显著高于两个猪粪处理,低于NPK处理。与CK相比,NPK处理仅显著增加了βG活性,而有机无机肥配施提高了土壤βG、NAG和ACP活性,30%OM处理土壤中的βG/NAG和βG/ACP显著高于NPK处理,而60%OM处理则显著低于NPK处理。相关性分析表明,土壤微生物生物量及其化学计量,以及βG和ACP活性,均与土壤碳、氮、磷含量及其化学计量呈正相关。进一步冗余分析表明,土壤TP含量和N/P是驱动土壤微生物生物量及其化学计量变化的关键因子。【结论】长期将化肥与有机肥配合施用,能显著提升稻田土壤的有机碳、全氮和全磷含量,同时增加微生物生物量和胞外酶活性。其中,以60%的猪粪替代化肥氮的效果最为突出,不仅显著提高了土壤碳、氮、磷的含量,而且显著增加了微生物生物量碳、氮、磷含量,但降低了胞外酶化学计量比,并维持较低的胞外酶化学计量平衡。因此,猪粪与氮磷钾配施通过增加土壤有机碳、氮、磷投入,维持较稳定的积累,进而提升土壤肥力,提高适应环境变化的能力。而氮磷钾与秸秆配施可能造成土壤磷素的限制,降低土壤养分的供应能力。 展开更多
关键词 长期试验 亚热带稻田 土壤养分 微生物生物量 土壤酶活性 元素化学计量
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粮食生产环节减损的现实挑战与长效机制研究 被引量:2
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作者 曾福生 欧雪辉 《中州学刊》 北大核心 2025年第3期24-30,共7页
粮食安全是“国之大者”。在粮食全链条节约减损背景下,做好粮食生产环节减损是巩固粮食安全的重要步骤。从生产环节损耗情况来看,我国水稻、小麦、玉米三大主粮作物均存在不同程度的损耗,其中水稻在育秧和播种环节的损耗大于小麦和玉米... 粮食安全是“国之大者”。在粮食全链条节约减损背景下,做好粮食生产环节减损是巩固粮食安全的重要步骤。从生产环节损耗情况来看,我国水稻、小麦、玉米三大主粮作物均存在不同程度的损耗,其中水稻在育秧和播种环节的损耗大于小麦和玉米,在收获环节小麦的损耗最高。当前,促进粮食生产环节减损面临着耕地和水资源约束的资源挑战、小农生产和农业劳动力老龄化的经营挑战、农业科技支撑不强的技术挑战,以及防灾减灾能力薄弱的风险挑战。为此,应遵循政府主导、科技支撑和农户参与的治理思路,从财政投入、技术创新、部门协作、监督考核等多方面协同发力,构建起粮食生产环节减损的长效机制,为端牢中国饭碗提供可持续支撑。 展开更多
关键词 粮食安全 全链条减损 风险挑战 长效机制
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