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| 1 | Short-term Load Prediction of Integrated Energy System with Wavelet Neural Network Model Based on Improved Particle Swarm Optimization and Chaos Optimization Algorithm显示文摘To improve energy efficiency and protect the environment,the integrated energy system(IES)becomes a significant direction of energy structure adjustment.This paper innovatively proposes a wavelet neural network(WNN)model optimized by the improved particle swarm optimization(IPSO)and chaos optimization algorithm(COA)for short-term load prediction of IES.The proposed model overcomes the disadvantages of the slow convergence and the tendency to fall into the local optimum in traditional WNN models.First,the Pearson correlation coefficient is employed to select the key influencing factors of load prediction.Then,the traditional particle swarm optimization(PSO)is improved by the dynamic particle inertia weight.To jump out of the local optimum,the COA is employed to search for individual optimal particles in IPSO.In the iteration,the parameters of WNN are continually optimized by IPSO-COA.Meanwhile,the feedback link is added to the proposed model,where the output error is adopted to modify the prediction results.Finally,the proposed model is employed for load prediction.The experimental simulation verifies that the proposed model significantly improves the prediction accuracy and operation efficiency compared with the artificial neural network(ANN),WNN,and PSO-WNN. | Leijiao Ge Yuanliang Li Jun Yan Yuqian Wang Na Zhang | 2021 | Journal of Modern Power Systems and Clean Energy2021，9，6： | 11 |
| 2 | Receiving response of towed line array to the noise of the tow ship in shallow water显示文摘The receiving response of towed line array to the noise radiated from the tow ship is investigated through normal mode modeling and computer simulation.The phenomenon that the maximum output of the towed line array is away from the endfire direction towards the tow ship is explained.The result is important for the understanding of the phenomenon and also for the application research concerning the suppression of the noise from the tow ship as well as adequate application of towed array techniques in shallow water. | MA Yuanliang LIU Mengan ZHANG Zhongbing TONG Li(1 Institute of Acoustic Engineering, Northwestern Polytechnical University Xi’an 710072) (2 Hangzhou Institute of Applied Acoustics Fuyang 311400) | 2003 | Chinese Journal of Acoustics2003，22，1： | 10 |
| 3 | Expression and subcellular localization of mechano-growth factor in osteoblasts under mechanical stretch显示文摘Mechano-growth factor (MGF) is a stretch sensitive factor in myocytes, and it might also be produced by other mechanocytes under mechanical stimulation. In this study, both the mRNA and protein expression of MGF were detected in stretched osteoblasts. Quantitative analysis showed that a cyclic stretching stimulation caused a quick and sharp increase of MGF mRNA and protein expression from a low basal level under no stretch; the mRNA and protein levels respectively peaked in 6 and 12 h to 5 and 5.2 fold over the basal level and returned to normal by 24 h. The subcellular distribution of MGF protein was revealed by immunofluorescence analysis to be restricted to the nucleus. We concluded that cyclic stretching stimulation could induce MGF expression in osteoblasts in a pulsing fashion; and the nuclear distribution of MGF suggested that MGF might act in mechanocytes as an autocrine growth factor. | ZHANG BingBing, XIAN ChengYu, LUO YanFeng & WANG YuanLiang Research Center of Bioinspired Materials Science and Engineering, Bioengineering College, Chongqing University, Chongqing 400030, China | 2009 | Science China(Life Sciences)2009，52，10： | 10 |
| 4 | Beamforming for broadband constant beamwidth based on FIR and DSP显示文摘A method to design a beamformer for broadband constant beamwidth is presented. Constant beamwidth is important in sonar systems for sea bottom observation and classification applications. For a given frequency band, a number of frequency points are chosen to represent the response of an arrary element. For each frequency point a beamforming weight vector can be deduced to satisfy the given beamwidth requirement by existing methods. Therefore, for a broadband array of N elements, each row of the N’ M weighting matrix represents the frequency response of an element of the array which can be satisfied by a FIR filter designed by model - reference adaptive technique. The sum of outputs from a bank of N FIR filters provides a beamformed output and so it is very handy to be implemented by DSP hardware. | ZHANG Baosong MA Yuanliang (Institute of Acoustic Engineering, Northwestern Polytechnical University Xi’an 710072) | 2000 | Chinese Journal of Acoustics2000，19，3： | 10 |
| 5 | Robust adaptive matched field processing with environmental uncertainty显示文摘在为被动声纳的沿岸的区域的安静目标的察觉和本地化上的主要挑战是复杂声学的繁殖和表面上的大声的轮船干扰的流行。适应的匹配的地处理能提供能力给空表面干扰,而是失配在之间计算并且由于环境无常驾驶向量的实际数组,和目标和干扰的运动能显著地导致数组获得的损失。为了处理环境失配和目标的问题,运动,一个柔韧的运动赔偿算法和一个系统策划因为适应的匹配的地处理被开发了。试验性的数据的数字模拟和分析证明柔韧的 AMFP 计划能大声压制表面干扰并且改进为在水下的弱移动的性能在复杂的浅水里指向的察觉。 | YANG Kunde MA Yuanliang ZHANG Zhongbing ZOU Shixin | 2006 | Chinese Journal of Acoustics2006，25，2： | 9 |
| 6 | Evaluation of the situational awareness effects for smart distribution networks under the novel design of indicator framework and hybrid weighting method显示文摘As a key application of smart grid technologies,the smart distribution network(SDN)is expected to have a high diversity of equipment and complexity of operation patterns.Situational awareness(SA),which aims to provide a critical visibility of the SDN,will enable a significant assurance for stable SDN operations.However,the lack of systematic evaluation through the three stages of perception,comprehensive,and prediction may prevent the SA technique from effectively achieving the performance necessary to monitor and respond to events in SDN.To analyze the feasibility and effectiveness of the SA technique for the SDN,a comprehensive evaluation framework with specific performance indicators and systematic weighting methods is proposed in this paper.Besides,to implement the indicator framework while addressing the key issues of human expert scoring ambiguity and the lack of data in specific SDN areas,an improved interval-based analytic hierarchy process-based subjective weighting and a multi-objective programming method-based objective weighting are developed to evaluate the SDN SA performance.In addition,a case study in a real distribution network of Tianjin,China is conducted whose outcomes verify the practicality and effectiveness of the proposed SA technique for SDN operating security. | Leijiao GE Yuanliang LI Suxuan LI Jiebei ZHU Jun YAN | 2021 | Frontiers in Energy2021，15，1： | 9 |
| 7 | Alternative splicing and expression of the insulin-like growth factor (IGF-1) gene in osteoblasts under mechanical stretch显示文摘(IGF-1 ) 像胰岛素的生长因素 1 支持造骨细胞区别和骨头形成,和它的表示被机械段导致,因此, IGF-1 被认为连接机械刺激和本地织物回答的一个受动器分子。在这研究,一台机械拉长设备被设计把生理的水平静电干扰或周期的拉长刺激用于造骨细胞。IGF-1 mRNA 的不同 isoforms 被 RT-PCR 用各自的教材从房间放大,这些放大产品被定序。产品被发现被造骨细胞有选择地在拉长刺激下面生产的拼接的 IGF-1 的 iso 形式。ThisIGF-1 isoform 与原来在肌肉细胞被识别的 mechano 生长因素(MGF ) 有相同顺序。肝类型 IGF (L.IGF-1 ) 和在在段刺激下面的造骨细胞的 MGF 的表示的规定进一步用半量的 RT-PCR 被学习。Stretchstimulation 被发现 IGF-1 (L.IGF-1 和 MGF ) 的表示到职业人员警句,并且为两 isoformsexpression,更多被周期的段有效地比静态的段刺激。MGF 仅仅在受到机械段的造骨细胞被检测,建议 MGF 是段敏感生长因素。MGF 的表示比 L.IGF-1 的早达到顶点,它类似于他们在肌肉的规定并且作为在肌肉房间在骨头建议了 MGF 和 L.IGF-1 的类似的角色。在造骨细胞的 MGF 和 L.IGF-1 的功能将被进一步试验性的研究建立。 | XIAN Chengyu WANG Yuanliang ZHANG Bingbing TANG Liling PAN Jun LUO Yanfeng JIANG Peng LI Dajun | 2006 | Chinese Science Bulletin2006，51，22： | 7 |
| 8 | 6G:Ubiquitously Extending to the Vast Underwater World of the Oceans显示文摘1.Introduction There is a significant gap between atmospheric space and undersea space for wireless radio transmission.The interface between air and seawater is a barrier to prevent radio wave transmission across the boundary.This is because seawater is an electrically conducting medium,and radio waves suffer significant absorptive attenuation there.As a result,there is no internet,reliable mobile communication,high-quality video,and long-distance duplex wireless communication in the underwater world of oceans.It is pitiful since the oceans share 71%of the surface of our planet and are of great importance to our economy,ecology,and living environment. | Yuanliang Ma Qunfei Zhang Honglei Wang | 2022 | Engineering2022，8，1： | 7 |
| 9 | Physiological responses of osteoblasts to cyclic stretching and the change of intracellular calcium concentration显示文摘The development of bone tissues is regulated by mechanical stimulation. Cyclic stretching was applied to the osteoblasts that were delivered from rat calvarie. The results showed that stretching at 500 me increased the cell prolifera-tion while loading at 1000 me and 1500 me inhabited cell growth. Loading also increased the adhesive force between cells and substrate as well as spreading areas of osteobalsts. Furthermore, the fluorescence probe Fluo-3/AM was used to investigate the effect of stretching stimulation on the intra-cellular calcium concentration of osteoblasts. The intracellu-lar calcium concentration of osteoblasts that were stretched at 500 me for 5 min was 92.9% higher than the control. After being treated with the panax ontoginseng saponins, the stretched osteoblasts still expressed 28.6% higher intracellu-lar calcium concentration than that of the control, which proved that both the influx of extracellular calcium and the release of intracellular calcium store were involved in the increase of intracellular calcium concentration when os-teoblasts responded to the cyclic stretching. And the influx of extracellular calcium through transmembrance channel played a main role. | TANG Liling, WANG Yuanliang, GU Li, CAI Shaoxi & SU Aihua Bio-engineering College, Chongqing University, Chongqing 400044, China Correspondence should be addressed to Tang Liling | 2003 | Chinese Science Bulletin2003，48，4： | 7 |
| 10 | Robust adaptive matched field processing with sector eigenvector constraints显示文摘标准适应 beamforming 或匹配的地处理要求精确复制品细微地与 sidelobe 控制为本地化在搜索参数空格回答 gridded。这份报纸论述处理的一个适应匹配的领域(AMFP ) algo rithm,它瞄准为 environmentai 失配获得坚韧性,并且同时减少即时计算负担。新方法与集中限制的附近的地点限制,环境不安限制和部门集成几 AMFP beamformers 的优点。建议算法的坚韧性和有效性通过数字模拟和试验性的地中海基准被说明了浅水的数据。 | YANG Kunde MA Yuanliang | 2006 | Chinese Journal of Acoustics2006，25，3： | 6 |
| 11 | A DSP-based Neural Network Signal Processing System显示文摘Implementation of artificial neural network(ANN)is very important to theoretical studyand applications of ANN.On the basis of studying existing methods,this paper concentrateson the DSP-based virtual implementation of ANN.A parallel processing system composed ofTMS320C30 has been designed and configured,which ean provide a peak speed as high as100 MFLOPS and a parallel efficiency of 90%(during the forward phase of BP),and can heused for sonar signal processing.Scalability of the system is also studied. | Zhang Jinwen Ma Yuanliang (Northwestern Polytechnical University,Xi’an 710072,P.R.China) | 1995 | High Technology Letters1995，1，1： | 6 |
| 12 | Optimal design and verification of temporal and spatial filters using second-order cone programming approach显示文摘Temporal filters and spatial filters are widely used in many areas of signal processing. A number of optimal design criteria to these problems are available in the literature. Various computational techniques are also presented to optimize these criteria chosen. There are many drawbacks in these methods. In this paper, we introduce a unified framework for optimal design of temporal and spatial filters. Most of the optimal design problems of FIR filters and beamformers are included in the framework. It is shown that all the design problems can be reformulated as convex optimization form as the second-order cone programming (SOCP) and solved efficiently via the well-established interior point methods. The main advantage of our SOCP approach as compared with earlier approaches is that it can include most of the existing methods as its special cases, which leads to more flexible designs. Furthermore, the SOCP approach can optimize multiple required performance measures, which is the drawback of earlier approaches. The SOCP approach is also developed to optimally design temporal and spatial two-dimensional filter and spatial matrix filter. Numerical results demonstrate the effectiveness of the proposed approach. | YAN Shefeng MA Yuanliang | 2006 | Science in China(Series F)2006，49，2： | 6 |
| 13 | Expressions of apoptosis-related proteins in rats with focal cerebral ischemia after Angong Niuhuang sticker point application显示文摘In this study, we extracted and purified components in the Angong Niuhuang pill. Then we applied transdermal enhancers to Angong Niuhuang stickers by modern technology. The Angong Niuhuang sticker includes extracts from curcuma, berberine hydrochloride, baicalin, geniposide, borneol, and musk. Angong Niuhuang stickers at different point application doses (1.35, 2.7, and 5.4 g/kg) were administered to Dazhui (DU14), Qihai (RN6) and Mingmen (DU4). Rats in the different dose point application and acupuncture groups were continuously administered for 7 days. Then a middle cerebral artery occlusion model was prepared for simulating human cerebral ischemia. Twelve hours later, expressions of Bcl-2, Bax and p53 protein in hippocampal CA1 were detected with immunohistochemistry. The expression level of Bcl-2, an anti-apoptotic protein, significantly increased in the high-, medium- and low-dose point application groups and the acupuncture group, while the expression of the pro-apoptotic proteins, Bax and p53, significantly decreased compared with the middle cerebral artery occlusion rats; and the Bcl-2/Bax ratio was significantly increased. The difference was noticeable for the high-dose point application group, which showed statistical difference compared with the low-dose point application group and the acupuncture group. Our experimental findings indicate that point application with Angong Niuhuang stickers promotes the expression of Bcl-2, and inhibits the expressions of Bax and p53 in the hippocampal CA1 area of rats after focal cerebral ischemia. Thus, point application of Angong Niuhang stickers protects brain tissues from cerebral ischemia. | Dongshu Zhang Maodong Fu Chenglong Song Caiyun Wang Xiaochun Lin Yuanliang Liu | 2012 | Neural Regeneration Research2012，7，30： | 6 |
| 14 | A study of the mixed layer of the South China Sea based on the multiple linear regression显示文摘Multiple linear regression(MLR) method was applied to quantify the effects of the net heat flux(NHF),the net freshwater flux(NFF) and the wind stress on the mixed layer depth(MLD) of the South China Sea(SCS) based on the simple ocean data assimilation(SODA) dataset.The spatio-temporal distributions of the MLD,the buoyancy flux(combining the NHF and the NFF) and the wind stress of the SCS were presented.Then using an oceanic vertical mixing model,the MLD after a certain time under the same initial conditions but various pairs of boundary conditions(the three factors) was simulated.Applying the MLR method to the results,regression equations which modeling the relationship between the simulated MLD and the three factors were calculated.The equations indicate that when the NHF was negative,it was the primary driver of the mixed layer deepening;and when the NHF was positive,the wind stress played a more important role than that of the NHF while the NFF had the least effect.When the NHF was positive,the relative quantitative effects of the wind stress,the NHF,and the NFF were about 10,6 and 2.The above conclusions were applied to explaining the spatio-temporal distributions of the MLD in the SCS and thus proved to be valid. | DUAN Rui YANG Kunde MA Yuanliang HU Tao | 2012 | Acta Oceanologica Sinica2012，31，6： | 5 |
| 15 | Forward acoustic scattering by moving objects:Theory and experiment显示文摘The normal mode model for scattering in shallow water is employed to investigate the forward scattering with a target crossing the source-receiver axial line. An experiment was conducted in a littoral environment to analyze forward scattering by a slowly moving object. The theoretical and experimental results show that the sound field aberration takes minimum values if the object is located mid-point along the source-receiver line, whereas it attains its maximum if the object is close to the source or receiver. The total field is either enhanced or suppressed if the object crosses different Fresnel zones. In addition, the duration of shad- ow-induced aberration is dependent on the width of the first Fresnel zone, which is longest at the mid-point of the source-receiver line. | LEI Bo YANG KunDe MA YuanLiang WANG Lu | 2012 | Chinese Science Bulletin2012，57，4： | 5 |
| 16 | Matched field noise suppression: Principle with application to towed hydrophone line array显示文摘Discrete noise source suppression in underwa-ter acoustic channel has attracted great attention in recent years. The paper proposes a new principle for dealing with the problem. This new principle is called matched field noise suppression (MFNS). Based on a previous work of the au-thors group, a full understanding about how a discrete noise source shows effects on the performance of a towed hydro-phone line array has been obtained. In light of that finding, MFNS is proposed, which explores and utilizes the charac-teristics of the noise transmission channel to achieve much greater suppression of the noise in comparison with existing approaches. MFNS combines the concept of matched field processing (MFP) and optimal sensor array processing (OSAP) together to suppress the discrete noise source and to maintain an optimal beam for receiving far-field wanted plane wave signals. A MFNS beam-former is deduced in constraint with signal plane-wave response being unit and noise matched field response being zero. A closed-form solution of the weight vec-tor for the beam-former is given. Computer simulation results agree well to the theoretical analysis. | MA Yuanliang YAN Shefeng YANG Kunde | 2003 | Chinese Science Bulletin2003，48，12： | 4 |
| 17 | Tracking-positioning of sound speed profiles and moving acoustic source in shallow water显示文摘An ensemble Kalman filter(EnKF) approach is proposed to perform sequential tracking of water column sound speed profile(SSP) using a moving acoustic source. First,the SSPs are discretized in depth and range, and are expressed by the empirical orthogonal functions(EOFs). Second, the acoustic source state information and the first three orders of EOF coefficients are expressed as the state variable, and the acoustic field information received by the vertical line array are the measured values. Successively, the state variables and measured values are used to establish the state-measure model. Last, the EnKF is utilized to track the state variables. The simulation results show that the root mean square error of SSP and the absolute error of source are all small, and thus the acoustic source tracking-positioning has high accuracy. Moreover, increasing the number of sample collection, the signal-to-noise ratio and the number of receiving elements can improve the tracking-positioning results. The method is verified using the experimental data of the East China Sea. | GUO Xiaole YANG Kunde MA Yuanliang | 2017 | Chinese Journal of Acoustics2017，36，4： | 4 |
| 18 | Spatio-temporal variability of phytoplankton assemblages and its controlling factors in spring and summer in the Subei Shoal of Yellow Sea, China显示文摘The Subei Shoal is a special coastal area with complex physical oceanographic properties in the Yellow Sea.In the present study,the distribution of phytoplankton and its correlation with environmental factors were studied during spring and summer of 2012 in the Subei Shoal of the Yellow Sea.Phytoplankton species composition and abundance data were accomplished by Utermohl method.Diatoms represented the greatest cellular abundance during the study period.In spring,the phytoplankton cell abundance ranged from 1.59×10^3 to 269.78×10^3 cell/L with an average of 41.80×10^3 cell/L,and Skeletonema sp.and Paralia sulcata was the most dominant species.In summer,the average phytoplankton cell abundance was 72.59×10^3 cell/L with the range of 1.78×10^3 to 574.96×10^3 cell/L,and the main dominant species was Pseudo-nitzschia pungens,Skeletonema sp.,Dactyliosolen fragilissima and Chaetoceros curvisetus.The results of a redundancy analysis(RDA)showed that turbidity,temperature,salinity,pH,dissolved oxygen(DO),the ratio of dissolved inorganic nitrogen to silicate and SiO4-Si(DIN/SiO4-Si)were the most important environmental factors controlling phytoplankton assemblages in spring or summer in the Subei Shoal of the Yellow Sea. | Yuanzi Huo Honghua Shi Jianheng Zhang Qiao Liu Yuanliang Duan Qing He Kefeng Yu Hongsheng Bi Chunlei Fan Peimin He | 2019 | Acta Oceanologica Sinica2019，38，10： | 4 |
| 19 | Blind estimation of shallow water acoustic channel显示文摘这份报纸为盲目评价建议了一个方法在水下在由使用的浅水环境的隧道在一个单个水中听音器或从单个 beam.First 收到了数据,收到的信号借助于信号依赖者 TF (时间频率)分发被用于来源信号重建,与即时频率评价和 TF 倒置联合。然后,浅水的隧道评价被收到的信号和估计的来源信号的使用经由 WRELAX 技术完成。最后,数字模拟的结果和从在华南海试用拿的真实数据的试验性的测试证明了令人满意。建议方法是有用的为,这被显示出在水下隧道评价。 | LI Rongyan MA Yuanliang YANG Kunde | 2007 | Chinese Journal of Acoustics2007，26，4： | 3 |
| 20 | Directivity calculation with experimental verification for a conformal array of underwater acoustic transducers显示文摘一个复杂保角的数组的放射择向性在水下声学的变换器基于边界被介绍“元素方法。它包括每个变换器,自然横梁模式和变换器数组的控制横梁模式的元素择向性。起初,保角的数组的边界元素模型被建立,然后边界条件根据变换器数组在被使用的设计和环境在模型上被施加,并且保角的数组的放射择向性是计算的。一个实验被做了在计算的无回声的水 tank.The 测量择向性,试验性的结果被比较并且分析。他们互相是 consistentto。和详细计算的边界元素方法是成功的模仿并且预言放射择向性,这被显示出一在水下声学的变换器数组。 | HE Zhengyao MA Yuanliang | 2008 | Chinese Journal of Acoustics2008，27，2： | 3 |
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