基于Non stationary-CNN-Transformer的海浪有效波高预测

针对海浪有效波高序列波动性、随机性较强,难以精确预测以及模型无法高效挖掘深层特征间关系的问题,提出一种基于Non stationary-CNN-Transformer模型的海浪有效波高预测方法。首先,使用平稳化模块减弱海浪时序数据的非平稳性;其次,利用一维卷积神经网络(CNN)提取相关数据间的深层特征并构建特征向量;最后,使用含有平稳性注意力的Transformer描述波高序列的时间依赖性捕捉到序列之间的全局关系,通过逆归一化处理后获得有效波高预测结果。该方法可消除海浪时序数据的非平稳性,提升数据的预测效果,并具有优异的特征提取能力且善于处理大规模时间序列数据。在实验中应用澳大利亚的浮标实测数据,通过7组对比实验分别预测0.5、3、6、12和24 h的有效波高,对所提模型进行全方位、多角度的验证。算例研究结果表明,该文所提模型在不同时间段精度有明显提升。

Non-aqueous lithium bromine battery of high energy density with carbon coated membrane

Flow batteries with high energy density and long cycle life have been pursued to advance the progress of energy storage and grid application. Non-aqueous batteries with wide voltage windows represent a promising technology without the limitation of water electrolysis, but they suffer from low electrolyte concentration and unsatisfactory battery performance. Here, a non-aqueous lithium bromine rechargeable battery is proposed, which is based on Br;/Br;and Li;/Li as active redox pairs, with fast redox kinetics and good stability. The Li/Br battery combines the advantages of high output voltage（;.1 V）,electrolyte concentration（3.0 mol/L）, maximum power density（29.1 m W/cm;） and practical energy density（232.6 Wh/kg）. Additionally, the battery displays a columbic efficiency（CE） of 90.0%, a voltage efficiency（VE） of 88.0% and an energy efficiency（EE） of 80.0% at 1.0 m A/cm;after continuously running for more than 1000 cycles, which is by far the longest cycle life reported for non-aqueous flow batteries.

Determinants of Detection of Stones and Calcifications in the Hepatobiliary System on Virtual Nonenhanced Dual-energy CT

Objective To retrospectively determine the features of stones and calcifications in hepatobiliary system on virtual nonenhanced (VNE) dual-energy computed tomography (CT), and to evaluate the possibility of VNE images in diagnosis for those lesions. Methods A total of 128 gall stones and calcifications of the liver found in 110 patients were examined with triple phase abdominal CT scan from July 2007 to December 2011, in which true nonenhanced (TNE) phase and arterial phase were performed with single-energy CT (120 kVp) and portal venous phase was performed with dual-energy CT (100 kVp and 140 kVp). VNE images were generated from the portal venous phase dual-energy CT data sets by using commercially VNC software. The mean CT values for the stone, liver, bile and paraspinal muscle, mean lesion density and size in area dimension, contrast-to-noise ratio (CNR) of lesion to the liver or bile, and image noise were assessed and compared between VNE and TNE images. The effective dose and size-specific dose estimate (SSDE) were also calculated. Results The mean CT values of the lesions measured on VNE images declined significantly compared with those measured on TNE images (164.51±102.13vs. 290.72±197.80 HU,P<0.001), so did the lesion-to-liver CNR (10.80±11.82vs.18.81±17.06,P<0.001) and the lesion-to-bile CNR (17.24±14.41 vs. 21.32±17.31,P<0.001). There was no significant difference in size of lesions area between VNE and TNE images (0.69±0.88vs.0.72±0.85 cm2,P=0.062). Compared to the 128 lesions found in TNE images, VNE images showed the same density in 30 (23.4%) lesions, lighter density in 88 (68.8%) lesions, while failed to show 10 (7.8%) lesions, and showed the same size in 61 (47.7%) lesions and smaller size in 57 (44.5%)&nbsp;lesions. The CT cutoff values of lesion and size were 229.21 HU and 0.15 cm2, respectively. The total effective dose for triple phase scan protocol with TNE images was 19.51±7.03 mSv, and the SSDE was 39.84±11.10 mGy. The effective dose for dual phase scan protocol with VNE images instead of TNE images was 13.29±4.89 mSv, and the SSDE was 27.83±9.99 mGy. Compared with TNE images, the effective dose and SSDE of VNE images were down by 32.05%±3.69 % and 30.63%±2.34 %, respectively. Conclusions Although the CT values and CNR of the lesions decreased in VNE images, the lesions of which attenuation greater than 229.21 HU and size larger than 0.15 cm2could be detected with good reliability and obvious dose reduction. There was good consistency in the size of stones and calcifications in hepatobiliary system between VNE images and TNE images, which ensured the possibility of the clinical application of VNE images.

The Relationship between Energy Consumption and Economic Growth in the USA: A Non-Linear ARDL Bounds Test Approach

We study the relationship between energy consumption and economic growth in the case of USA by using an asymmetric ARDL bounds test approach to achieve the actual model. The quarterly data set covers the period of 1973:1- 2013:4. The findings indicate that the effect of energy consumption is asymmetric in the long term but not in the short term. In the long run, the effect of negative component of energy consumption on economic growth is small and statistically insignificant. The coefficient of the positive component of energy consumption is found about 0.9 and statistically significant at 1% level. We conclude that energy saving policies such as technological progress and organizational rearrangements may have the dimmer effect for the impact of a negative component of energy consumption and the booster effect for impact of the positive component of energy consumption. Thus, energy saving policy should be tightly followed by the goal of high economic growth.

Variation of Vacuum Energy if Scale Factor Becomes Infinitely Small, with Fixed Entropy Due to a Non Pathological Big Bang Singularity Accessible to Modified Einstein Equations

When initial radius Rinitial 0 if Stoica actually derived Einstein equations in a formalism which remove the big bang singularity pathology, then the reason for Planck length no longer holds. The implications of Rinitial 0 are the first part of this manuscript. Then the resolution is alluded to by work from Muller and Lousto, as to implications of entanglement entropy. We present entanglement entropy in the early universe with a steadily shrinking scale factor, due to work from Muller and Lousto, and show that there are consequences due to initial entanged Sentropy=0.3rH2/a2 for a time dependent horizon radius rH in cosmology, with for flat space conditions rH= for conformal time. In the case of a curved, but not flat space version of entropy, we look at vacuum energy as proportional to the inverse of scale factor squared times the inverse of initial entropy, effectively when there is no initial time in line with ~H2/G H≈a-1. The consequences for this initial entropy being entangled are elaborated in this manuscript. No matter how small the length gets, Sentropy if it is entanglement entropy, will not go to zero. The requirement is that the smallest length of time, t, re scaled does not go to zero. Even if the length goes to zero. This preserves a minimum non zero vacuum energy, and in doing so keep the bits, for computational bits cosmological evolution even if Rinitial 0.

Consistency and Validity of the Mathematical Models and the Solution Methods for BVPs and IVPs Based on Energy Methods and Principle of Virtual Work for Homogeneous Isotropic and Non-Homogeneous Non-Isotropic Solid Continua

Energy methods and the principle of virtual work are commonly used for obtaining solutions of boundary value problems (BVPs) and initial value problems (IVPs) associated with homogeneous, isotropic and non-homogeneous, non-isotropic matter without using (or in the absence of) the mathematical models of the BVPs and the IVPs. These methods are also used for deriving mathematical models for BVPs and IVPs associated with isotropic, homogeneous as well as non-homogeneous, non-isotropic continuous matter. In energy methods when applied to IVPs, one constructs energy functional (I) consisting of kinetic energy, strain energy and the potential energy of loads. The first variation of this energy functional (δI) set to zero is a necessary condition for an extremum of I. In this approach one could use δI = 0 directly in constructing computational processes such as the finite element method or could derive Euler’s equations (differential or partial differential equations) from δI = 0, which is also satisfied by a solution obtained from δI = 0. The Euler’s equations obtained from δI = 0 indeed are the mathematical model associated with the energy functional I. In case of BVPs we follow the same approach except in this case, the energy functional I consists of strain energy and the potential energy of loads. In using the principle of virtual work for BVPs and the IVPs, we can also accomplish the same as described above using energy methods. In this paper we investigate consistency and validity of the mathematical models for isotropic, homogeneous and non-isotropic, non-homogeneous continuous matter for BVPs that are derived using energy functional consisting of strain energy and the potential energy of loads. Similar investigation is also presented for IVPs using energy functional consisting of kinetic energy, strain energy and the potential energy of loads. The computational approaches for BVPs and the IVPs designed using energy functional and principle of virtual work, their consistency and validity are also investigated. Classical continuum mechanics (CCM) principles i.e. conservation and balance laws of CCM with consistent constitutive theories and the elements of calculus of variations are employed in the investigations presented in this paper.

Power Allocation for Wireless Powered MIMO Transmissions with Non-Linear RF Energy Conversion Models

We study a radio frequency(RF) wireless energy transfer(WET) enabled multiple input multiple output(MIMO) system. A time slotted transmission pattern is considered. Each slot can be divided into two phases, downlink(DL) WET and uplink(UL) wireless information transmission(WIT). Since energy conversion efficiency of the energy harvesting circuits are non.linear, the conventional linear model leads to a mismatch for resource allocation. In this paper, the power allocation algorithm considering the practical non.linear energy harvesting circuits is studied. The optimization problem is formulated to maximize the energy efficiency of system with multiple constraints, i.e., the transmission power, the received power and the minimum harvested energy, which is a non.convex problem. We transform the objective function from fractional form into an equivalent objective function in subtractive form and provide an iterative power allocation algorithm to achieve the optimal solution. Numerical results show that our proposed algorithm with the non.linear RF energy conversion models can achieve much better performance than the algorithm with the conventional linear model.

Failure of the free energy relation under a non-Markovian heat bath temperature change

We investigate the free energy relation for a system contacting with a non-Markovian heat bath and find that the validity of the relation sensitively depends on the non-Markovian memory effect, which is especially related go the initial preparation effect. This memory effect drives the statistical distribution of the system out of the initial preparation, even if the system starts from an equilibrium state. This leads to the violation of the free energy relation. A possible way of eliminating this memory effect is proposed.

The Interacting Generalized Ricci Dark Energy Model in Non-Flat Universe

We extend our previous analysis and consider the interacting holographic Ricci dark energy (IRDE) model in non-flat universe. We study astrophysical constraints on this model using the recent observations including the type Ia supernovae (SNIa), the baryon acoustic oscillation (BAO), the cosmic microwave background (CMB) anisotropy, and the Hubble parameter. It is shown that the allowed parameter range for the fractional energy density of the curvature is ?in the presence of the interactions between dark energy and matter. Without the interaction, the flat universe is observationally disfavored in this model.

Exploiting Spectral-Energy Efficiency Tradeoff with Fairness in Non-Orthogonal Multiple Access Systems

The spectral efficiency(SE)and energy efficiency(EE)tradeoff while ensuring rate fairness among users in non-orthogonal multiple access(NOMA)systems is investigated.In order to characterize the SE-EE tradeoff with rate fairness,a multi-objective optimization(MOO)problem is first formulated,where the rate fairness is represented with theα-fair utility function.Then,the MOO problem is converted into a single-objective optimization(SOO)problem by the weighted sum method.To solve the converted non-convex SOO problem,we apply sequential convex programming,which helps to propose a general power allocation algorithm to realize the SE-EE tradeoff with rate fairness.We prove the convergence of the proposed algorithm and the convergent solution satisfies the KKT conditions.Simulation results demonstrate the proposed power allocation algorithm can achieve various levels of rate fairness,and higher fairness results in degraded performance of SE-EE tradeoff.A pivotal conclusion is reached that NOMA systems significantly outperform orthogonal multiple access systems in terms of SE-EE tradeoff with the same level of rate fairness.

Temperature Dependence of Urbach Energy in Non-Crystalline Semiconductors

Until now, no analytical relationships have been derived for the temperature dependence of the Urbach energy in non-crystalline semiconductors. Consequently, the problem associated with the theoretical study of the temperature dependence of this energy has not been solved. This paper presents the results of theoretical calculations and attempts to establish the temperature dependence of the Urbach energy in non-crystalline semiconductors. A linear increase in the Urbach energy with increasing temperature is shown.

Non-ionizing energy loss calculations for modeling electron-induced degradation of Cu(In,Ga)Se_2 thin-film solar cells

The lowest energies which make Cu,In,Ga,and Se atoms composing Cu（In,Ga）Se_2（CIGS） material displaced from their lattice sites are evaluated,respectively.The non-ionizing energy loss（NIEL） for electron in CIGS material is calculated analytically using the Mott differential cross section.The relation of the introduction rate（k） of the recombination centers to NIEL is modified,then the values of k at different electron energies are calculated.Degradation modeling of CIGS thin-film solar cells irradiated with various-energy electrons is performed according to the characterization of solar cells and the recombination centers.The validity of the modeling approach is verified by comparison with the experimental data.

Circular Scale of Time and Its Use in Calculating the Schrödinger Perturbation Energy of a Non-Degenerate Quantum State

The paper presents a circular scale of time—and its diagrams—which can be successfully applied in calculating the Schrödinger perturbation energy of a non-degenerate quantum state. This seems to be done in a more simple way than with the aid of any other of the perturbation approaches of a similar kind. As an example of the theory suitable to comparison is considered the Feynman diagrammatic method based on a straight-linear scale of time which represents a much more complicated formalism than the present one. All diagrams of the approach outlined in the paper can obtain as their counterparts the algebraic formulae which can be easily extended to an arbitrary Schrödinger perturbation order. The calculations and results descending from the perturbation orders N between N = 1 and N = 7 are reported in detail.

冷轧方式与退火温度对无取向硅钢组织、织构及磁性能的影响

以连续式和可逆式冷轧无取向硅钢为研究对象,对其进行退火实验,采用金相显微镜、X射线衍射仪(XRD)表征分析不同冷轧方式无取向硅钢在不同退火温度(920~1070℃)下的组织和织构,探讨轧制方式与退火温度对无取向硅钢磁性能的影响。结果表明:在920~1070℃退火后,连续式冷轧样品平均晶粒尺寸分布在20.7~134.4μm范围,可逆式冷轧样品平均晶粒尺寸分布在17.3~155.5μm范围,随退火温度的提升,2种冷轧方式退火板晶粒总体上均在不断长大;冷轧板织构主要由强的旋转立方织构组成,可逆式和连续式冷轧样品退火板织构以γ纤维和α纤维织构为主,γ纤维织构主要聚集在{111}<112>处,α纤维织构主要聚集在{111}<110>处,γ纤维织构强度随退火温度升高而显著降低,α纤维、Goss和旋转立方织构强度变化很小;可逆式与连续式冷轧板{111}<110>织构强度相近,可逆式冷轧退火板{111}<112>织构强度始终高于连续式冷轧退火板。1040℃退火时,可逆式和连续式冷轧退火板的P_(1.5/50)(50 Hz下,磁感应强度为1.5 T时的损耗)均达最低,分别为2.512,2.445 W/kg;1070℃退火时,可逆式与连续式冷轧退火板的P_(1.5/50)有所增长,最终分别为2.625,2.494 W/kg。随退火温度升高,2种冷轧方式退火板的P_(1.5/50)均先降后升,且连续式冷轧退火板的P_(1.5/50)始终更低、B_(50)更高(磁场强度为5000 A/m时的磁感应强度)。

基于磁心与线圈参数优化的非侵入式磁场取能系统功率密度提升方法

非侵入式磁场取能系统具有结构简单、供电稳定等优点,是解决变电站母排环境中状态监测传感器电池供电寿命有限的有效手段,但因功率密度较低制约了其应用。对于非侵入式磁场取能系统,磁心与线圈参数对其功率密度的影响非常显著。然而,现有方法对磁心与线圈参数的分析相对独立,优化磁心时仅以互感为指标,忽略了该过程线圈参数变化对功率密度的影响。对此,该文考虑磁心尺寸对线圈参数的影响,以功率密度为指标,详细分析线圈匝数、线圈线径、磁柱侧面边长与叠片厚度对系统功率密度的影响。并在此基础上,提出一种优化磁心与线圈参数的功率密度提升方法,即设计线圈匝数、线圈线径、磁柱侧面边长与叠片厚度的最优值,以获取更高的功率密度。最后,基于所提出的方法制作了系统样机并进行测试。实验结果表明,对于限定磁心尺寸为30 mm×30 mm×40 mm的系统,在100 A母排电流下,系统经磁心与线圈优化后功率密度可达4.18 mW/cm~3,提升至系统优化前功率密度的35倍,验证了所提出方法提升功率密度的有效性。

Multi-Energy Gamma-Ray Attenuations for Non-Destructive Detection of Hazardous Materials

We present a non-destructive method (NDM) to identify minute quantities of high atomic number (Z) elements in containers such as passenger baggage, goods carrying transport trucks, and environmental samples. This method relies on the fact that photon attenuation varies with its energy and properties of the absorbing medium. Low-energy gamma-ray intensity loss is sensitive to the atomic number of the absorbing medium, while that of higher-energies vary with the density of the medium. To verify the usefulness of this feature for NDM, we carried out simultaneous measurements of intensities of multiple gamma rays of energies 81 to 1408 keV emitted by sources 133Ba (half-life = 10.55 y) and 152Eu (half-life = 13.52 y). By this arrangement, we could detect minute quantities of lead and copper in a bulk medium from energy dependent gamma-ray attenuations. It seems that this method will offer a reliable, low-cost, low-maintenance alternative to X-ray or accelerator-based techniques for the NDM of high-Z materials such as mercury, lead, uranium, and transuranic elements etc.

不同应力路径及围压下煤岩损伤能量演化

为研究煤岩体损伤演化过程中能量的转化机制,以王庄煤矿9105工作面原煤为研究对象,利用HC-SPT-100型高压三轴试验机、HC-U7型非金属超声波探测仪、4K科研相机等仪器,采用非接触式数字图像处理技术开展了不同应力路径及围压下三轴加载试验.研究结果表明:(1)不同应力路径及围压下三轴加载过程中煤岩损伤能量演化可分为压密、弹性与脆性跌落3个阶段;(2)试件在不同加载路径与不同初始围压下各阶段能量值相差较大,表现为在同一初始围压下,常规三轴加载路径下试件的弹性能、耗散能、总能量均大于三轴循环加载路径下试件的弹性能、耗散能、总能量;(3)三轴加载过程中,不同加载路径下试件轴向应变从压密到破坏阶段表现为整体波动与局部集中→局部集中→局部集中→整体波动与局部集中的发展规律;(4)不同加载路径及围压下破坏阶段试件的应力集中不同,常规三轴加载路径下破坏阶段试件的应力集中在低围压下以新生应力集中为主、高围压下以继承应力集中为主,三轴循环加载路径下破坏阶段试件的应力集中在高、低围压下主要以继承应力集中为主.

双源CT双能量虚拟平扫对直肠癌壁外血管侵犯的诊断价值

目的:探讨双源CT双能量虚拟平扫(VNC)对直肠癌壁外血管侵犯(EMVI)的术前诊断价值。方法:选取2019年11月至2021年12月间拟手术治疗的150例直肠癌患者术前行双源CT双能量虚拟平扫,女性64例(42.7%)、男性86例(57.3%),平均年龄为(62.3±11.8)岁。两名高年资影像科医师独立分析术前影像资料(包括ctEMVI情况及有无局部淋巴结浸润和远处转移),判断是否存在术前EMVI。以手术病理结果为金标准,分别评价VNC诊断EMVI的敏感性、特异性、准确性、阳性预测值和阴性预测值并采用受试者操作特征(ROC)曲线下面积评价其诊断效能。结果:150例直肠癌患者中,术后病理证实56例(37.3%)为EMVI阳性,94例(62.7%)为EMVI阴性。医师1对EMVI评价准确性、敏感性、特异性、阳性预测值、阴性预测值分别为86%、80.36%、89.36%、81.82%、88.42%,AUC为0.831(95%CI 0.756~0.905);医师2的准确性、敏感性、特异性、阳性预测值、阴性预测值分别为88.67%、80.36%、93.62%、88.24%、88.89%,AUC为0.870(95%CI 0.802~0.938),医师1与医师2的评估结果一致性较高(k=0.943)。结论:双源CT双能量虚拟平扫对直肠癌EMVI术前评估具有一定的诊断价值。

基于二层规划的省际非水可再生能源电力配额分配模型

立足中国当前的行业管理体制,充分考虑中央政府和地方政府利益诉求的异质性,构建了基于二层多目标非线性规划的省际非水可再生能源电力配额分配模型,基于中国30个省区的相关数据资料,得到了一个兼顾成本、环境与公平的最优分配方案。结果显示,由于各省区能源替代成本和减排成本的不同,各省区在执行中央政府分配的指标任务时的实施意愿存在较为明显的差异。比较分析结果表明:与政府分配方案相比,二层优化方案节省了42.22亿元的补贴成本,降低了2595.12亿元的能源替代成本,并减少了791.39亿元的减排成本。同时,求解得到的二层优化方案的基尼系数小于0.2,属于绝对公平的范畴。该模型可以真实反映中国可再生能源电力配额分配博弈过程的复杂动态,为政府制定非水可再生能源电力配额方案提供更为有效的决策工具和参考。

考虑新能源发电商租赁共享储能的电力市场博弈分析

针对实际中储能资源利用率不高等问题,提出一种新能源发电商和储能运营商之间的储能租赁共享模式,其中储能运营商除了租赁部分储能给新能源发电商外,还可利用剩余储能独立参与市场竞争,因而该模式有助于提高储能资源利用率。为了研究该共享模式对电力市场运行的影响,建立了考虑该共享模式的日前电力市场双层博弈模型,其中,上层为储能运营商与多个新能源发电商基于讨价还价博弈理论来确定储能租赁价格的优化模型,下层为新能源发电商、储能运营商与传统发电商作为价格影响者参与日前电力市场竞争的多时段非合作博弈模型。然后采用非线性互补方法将双层博弈模型转化为单层优化问题求解。最后通过算例仿真验证所提出租赁模式的合理性和有效性。