基于改进FCM聚类的窃电行为检测

窃电行为检测的主要目的 在于发现窃电用户,降低电力系统运营成本.在此背景下,提出基于改进模糊C均值聚类的窃电行为检测模型,包括因子分析、基于改进模糊C均值聚类的局部离群因子计算、ROC曲线模型评价与调参及最佳检测阈值选取等模块,适用于无大量已知窃电用户样本的情况.首先,通过因子分析对用户用电特征(包括用电负荷数据和电能表异常事件)进行维度规约,提升模型检测效率.再利用遗传模拟退火算法对模糊C均值聚类算法进行改进,对用户用电特征进行检测.最后与现有成熟算法进行比较,验证该模型对窃电行为具有较高的检测准确度.检测模型可输出所有被测用户用电行为离群度得分和窃电概率排序,利用该文检测模型的输出,能够以较高精度检测出窃电行为用户,根据结果进行现场稽查,可提升反窃电工作效率.     

预测帧编码中基于场景信息的宏块模式跳过算法*

在对场景信息进行分析的基础上,提出了H.264/AVC中预测帧的一种快速算法.对于未发生场景切换的预测帧,采用INTRA模式跳过算法(IMSA),跳过该帧中所有的INTRA模式的决策过程.对于发生场景切换的预测帧,跳过INTER模式的决策过程(PMSA).仿真结果显示,与采用完整的率失真优化(RDO)决策过程相比,未发生场景切换时,所提方法能减少30%～60%的编码时间;发生场景切换时,能减少60%～70%的编码时间,并且未导致明显的图像质量下降和码率的增加.     

基于电网电力设备“两态”管理体制的安全生产责任体系建设的研究与应用

介绍了安全生产责任体系建设的基本内容,分析了电网电力设备安全生产现状及存在问题,并结合相关实践经验,分别从强化电网电力设备状态检修等多个角度与方面,探讨了电网电力设备安全生产责任体系建设策略。     

Soluble Prokaryotic Overexpression and Purification of Human GM-CSF Using the Protein Disulfide Isomerase b′a′ Domain

Granulocyte-macrophage colony-stimulating factor (GM-CSF) is a member of the colony-stimulating factor (CSF) family, which functions to enhance the proliferation and differentiation of hematopoietic stem cells and other hematopoietic lineages such as neutrophils, dendritic cells, or macrophages. These proteins have thus generated considerable interest in clinical therapy research. A current obstacle to the prokaryotic production of human GM-CSF (hGM-CSF) is its low solubility when overexpressed and subsequent complex refolding processes. In our present study, the solubility of hGM-CSF was examined when combined with three N-terminal fusion tags in five E. coli strains at three different expression temperatures. In the five E. coli strains BL21 (DE3), ClearColi BL21 (DE3), LOBSTR, SHuffle T7 and Origami2 (DE3), the hexahistidine-tagged hGM-CSF showed the best expression but was insoluble in all cases at each examined temperature. Tagging with the maltose-binding protein (MBP) and the b′a′ domain of protein disulfide isomerase (PDIb′a′) greatly improved the soluble overexpression of hGM-CSF at 30 °C and 18 °C. The solubility was not improved using the Origami2 (DE3) and SHuffle T7 strains that have been engineered for disulfide bond formation. Two conventional chromatographic steps were used to purify hGM-CSF from the overexpressed PDIb′a′-hGM-CSF produced in ClearColi BL21 (DE3). In the experiment, 0.65 mg of hGM-CSF was isolated from a 0.5 L flask culture of these E. coli and showed a 98% purity by SDS-PAGE analysis and silver staining. The bioactivity of this purified hGM-CSF was measured at an EC₅₀ of 16.4 ± 2 pM by a CCK8 assay in TF-1 human erythroleukemia cells.     

An Engineered Biliverdin-Compatible Cyanobacteriochrome Enables a Unique Ultrafast Reversible Photoswitching Pathway

Cyanobacteriochromes (CBCRs) are promising optogenetic tools for their diverse absorption properties with a single compact cofactor-binding domain. We previously uncovered the ultrafast reversible photoswitching dynamics of a red/green photoreceptor AnPixJg2, which binds phycocyanobilin (PCB) that is unavailable in mammalian cells. Biliverdin (BV) is a mammalian cofactor with a similar structure to PCB but exhibits redder absorption. To improve the AnPixJg2 feasibility in mammalian applications, AnPixJg2_BV4 with only four mutations has been engineered to incorporate BV. Herein, we implemented femtosecond transient absorption (fs-TA) and ground state femtosecond stimulated Raman spectroscopy (GS-FSRS) to uncover transient electronic dynamics on molecular time scales and key structural motions responsible for the photoconversion of AnPixJg2_BV4 with PCB (Bpcb) and BV (Bbv) cofactors in comparison with the parent AnPixJg2 (Apcb). Bpcb adopts the same photoconversion scheme as Apcb, while BV4 mutations create a less bulky environment around the cofactor D ring that promotes a faster twist. The engineered Bbv employs a reversible clockwise/counterclockwise photoswitching that requires a two-step twist on ~5 and 35 picosecond (ps) time scales. The primary forward P_fr → P_o transition displays equal amplitude weights between the two processes before reaching a conical intersection. In contrast, the primary reverse P_o → P_fr transition shows a 2:1 weight ratio of the ~35 ps over 5 ps component, implying notable changes to the D-ring-twisting pathway. Moreover, we performed pre-resonance GS-FSRS and quantum calculations to identify the Bbv vibrational marker bands at ~659,797, and 1225 cm⁻¹. These modes reveal a stronger H-bonding network around the BV cofactor A ring with BV4 mutations, corroborating the D-ring-dominant reversible photoswitching pathway in the excited state. Implementation of BV4 mutations in other PCB-binding GAF domains like AnPixJg4, AM1_1870g3, and NpF2164g5 could promote similar efficient reversible photoswitching for more directional bioimaging and optogenetic applications, and inspire other bioengineering advances.     

核级FeCrAl包壳材料研究进展

摘要：日本福岛核电站泄漏事故暴露了锆合金易与水蒸气反应造成爆炸的缺陷,又将人们的视线拉回了各项性能较为均衡的FeCrAl合金。FeCrAl合金较锆合金具有更好的耐腐蚀性能,更能满足核反应堆高温水蒸气环境下的工作条件。为进一步保障核反应堆安全性,各国学者对FeCrAl合金的性能进行了大量研究。基于此,综述了FeCrAl合金腐蚀机制及其在高温蒸汽和高温水环境中的腐蚀行为;探讨了合金元素（稀土、Ti、Zr、Nb和Mo）、变形和热处理对合金力学性能的影响;总结了FeCrAl合金辐照性能和焊接性能的研究进展。最后指出了核级FeCrAl合金在研究中存在的不足及未来重点发展方向,为今后其他学者在该领域的研究提供参考。     

鞍钢鲅鱼圈4038m3高炉高比例使用中块焦炭生产实践

针对鞍钢股份有限公司鲅鱼圈钢铁分公司4038 m3高炉高比例使用中块焦炭后出现的风量萎缩、顺行变差,尤其是高炉休送风恢复过程中炉缸活跃性差、煤气流中心通道打不开、频繁崩滑料现象,提出采取合理匹配上下部调剂、组织好炉前渣铁排放、小焦布料制度以及改善休风料结构等措施.实践后,高炉实现了中块焦比为90 kg/t情况下的长期稳定顺行,休送风恢复未出现超时现象,适应了高比例使用中块焦炭的生产.     

X80管线钢埋弧焊匹配焊丝试验

通过分析高强度低合金钢焊缝熔敷金属常见显微组织对其力学性能的影响,确定X80管线钢用埋弧焊丝熔敷金属组织应以大量针状铁素体(AF)和少量粒状贝氏体(GB)的复合组织.从相变动力学原理出发,结合针状铁素体(AF)非自发形核机制和微合金组织韧化理论,选择Mn-Ni-Mo-Ti-B合金系进行X80管线钢匹配焊丝的试制.结果表明,合理选择和控制合金元素,可以获得理想的焊缝熔敷金属组织和强韧性以及低温韧性要求,试制的1号焊丝能够满足X80管线钢的使用要求.     

多传感器数据融合技术的现状及展望

阐述了多传感器数据融合的原理，对数据融合算法的研究动态进行了评述，指出了数据融合技术存在的问题，对今后的发展趋势进行了展望。     

Stage-efficiency of centrifugal extractor used in nuclear industry

1　INTRODUCTIONComparedwithamixer settlerorpulsedcolumnusedinthenuclearfuelreprocessingextraction pro cesses,ashort residence timecentrifugalextractorcatchesresearcher seyesbecauseofthe goodphaseseparationandasmallhold upvolume .Itshowsthefollowingadvantagesinthenuclearindustry[1] :1)Reducingsolventdegradationduetoradiation ;2 )Reducinginventoryofaqueousandorganicphases ,whichgivesrapidstart upandshut down ;3)Com pactdesignthatcontributestothereductionofplantcost .Manydifferenttypesofcen…