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EDU-GAN:Edge Enhancement Generative Adversarial Networks with Dual-Domain Discriminators for Inscription Images Denoising
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作者 Yunjing Liu Erhu Zhang +2 位作者 Jingjing Wang Guangfeng Lin Jinghong Duan 《Computers, Materials & Continua》 SCIE EI 2024年第7期1633-1653,共21页
Recovering high-quality inscription images from unknown and complex inscription noisy images is a challenging research issue.Different fromnatural images,character images pay more attention to stroke information.Howev... Recovering high-quality inscription images from unknown and complex inscription noisy images is a challenging research issue.Different fromnatural images,character images pay more attention to stroke information.However,existingmodelsmainly consider pixel-level informationwhile ignoring structural information of the character,such as its edge and glyph,resulting in reconstructed images with mottled local structure and character damage.To solve these problems,we propose a novel generative adversarial network(GAN)framework based on an edge-guided generator and a discriminator constructed by a dual-domain U-Net framework,i.e.,EDU-GAN.Unlike existing frameworks,the generator introduces the edge extractionmodule,guiding it into the denoising process through the attention mechanism,which maintains the edge detail of the restored inscription image.Moreover,a dual-domain U-Net-based discriminator is proposed to learn the global and local discrepancy between the denoised and the label images in both image and morphological domains,which is helpful to blind denoising tasks.The proposed dual-domain discriminator and generator for adversarial training can reduce local artifacts and keep the denoised character structure intact.Due to the lack of a real-inscription image,we built the real-inscription dataset to provide an effective benchmark for studying inscription image denoising.The experimental results show the superiority of our method both in the synthetic and real-inscription datasets. 展开更多
关键词 Dual-domain discriminators inscription images DENOISING edge-guided generator
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Heritage of Arabic Language in South Caucasus: Arabic Inscriptions From Trialeti
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作者 George Narimanishvili 《History Research》 2016年第3期153-156,共4页
In this article the author would like to discuss the usage of Arabic language in South Georgia as language of religious and ethnical minority in circumstances of Russian rule. The best examples of this are Arabic insc... In this article the author would like to discuss the usage of Arabic language in South Georgia as language of religious and ethnical minority in circumstances of Russian rule. The best examples of this are Arabic inscriptions on gravestones. In this article the author describes several inscriptions from Trialeri, South Georgia, which, because of unknown reasons, have never been studied by scientists before. Another important reason why the author has paid importance to those inscriptions is their recent condition and danger to lose them forever. The author has studied inscriptions from three main cemeteries: Beshtasheni, Tikma-Dash, and Minayasar. As a result of his research the author can say that Arabic language have been used by Muslims of Turk origins in Trialeti till Soviet time. They were using this language to preserve their identity, but it used to work only about a century. Soviet rule tried to destroy all identities and religions and especially after WWII they have reached more or less success. Today the Muslim population of Trialtei does not understand Arabic, they just know that their religion is Islam and in the graves with Arabic inscriptions lay their predecessors. 展开更多
关键词 Arabic inscription history of South Caucasus Arabic language in South Caucasus
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改进YOLOv5su模型检测桃树缩叶病 被引量:1
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作者 姚凌云 周俊峰 李丽 《农业工程学报》 EI CAS CSCD 北大核心 2024年第14期109-117,共9页
为实现自然环境下桃树缩叶病的检测,该研究提出了一种基于YOLOv5su的桃树缩叶病识别改进模型DLLYOLOv5su。首先,针对桃树缩叶病目标特征变化较大的问题,在骨干网络最后一层C3模块中加入可变形自注意力模块(deformable attention,DA),使... 为实现自然环境下桃树缩叶病的检测,该研究提出了一种基于YOLOv5su的桃树缩叶病识别改进模型DLLYOLOv5su。首先,针对桃树缩叶病目标特征变化较大的问题,在骨干网络最后一层C3模块中加入可变形自注意力模块(deformable attention,DA),使模型更加关注目标区域,降低背景对模型的影响,提高模型在复杂背景下的拟合能力。其次在SPPF(fast spatial pyramid pooling)模块中引入LSKA(large separable kernel attention)结构,大核卷积增大了模型的感受野,使模型能够关注更多信息。最后,提出了LAWD(lightweight adaptive weighted downsampling)模块,使用轻量化的下采样结构替换卷积模块,减少计算开销。在桃树缩叶病数据集上进行试验,结果显示,DLL-YOLOv5su模型权重大小为17.6 MB,检测速度为83帧/s。识别准确率P、召回率R和平均精度均值mAP_(50)分别达到了80.7%、73.1%和80.4%,相较于原始YOLOv5su分别提高了4.2、2.4和4.3个百分点。与YOLOv3-tiny、Faster R-CNN、YOLOv7和YOLOv8相比mAP_(50)分别高出了28.5、11.8、2.1和4.1个百分点。改进模型识别精度高,误检、漏检率低,检测速度满足实时检测的要求,可以为桃树缩叶病的实时监测和预警提供参考。 展开更多
关键词 图像处理 病害 缩叶病 目标检测 YOLOv5su 可变形自注意力 大核卷积 轻量化
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小麦SUS基因家族鉴定与生物信息学分析 被引量:1
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作者 孔斌雪 李娜 +5 位作者 马靖福 窦佳欣 陈涛 张沛沛 刘媛 杨德龙 《云南农业大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第1期1-8,共8页
【目的】对小麦蔗糖合成酶(sucrose synthase,SUS)基因家族进行鉴定和生物信息学分析,为探究小麦SUS(TaSUS)基因家族的作用机制提供理论参考。【方法】采用生物信息学方法在小麦全基因组上鉴定TaSUS基因家族成员,并对其系统进化关系、... 【目的】对小麦蔗糖合成酶(sucrose synthase,SUS)基因家族进行鉴定和生物信息学分析,为探究小麦SUS(TaSUS)基因家族的作用机制提供理论参考。【方法】采用生物信息学方法在小麦全基因组上鉴定TaSUS基因家族成员,并对其系统进化关系、染色体位置、基因结构、保守结构域、启动子顺式作用元件和基因表达模式进行分析。【结果】在小麦基因组中共鉴定到分布于14条染色体上的24个TaSUS基因,可分为3个亚组。TaSUS基因含有多个外显子,但部分基因缺失非翻译区结构。TaSUS基因家族成员启动子区域包含45种顺式作用元件,涉及植物生长发育和逆境胁迫响应。大多数TaSUS基因在小麦穗中显著表达,在叶、茎和根中的相对表达量较低。【结论】研究结果有助于了解小麦SUS基因家族的进化,为后期小麦SUS基因家族的生物功能研究奠定理论基础。 展开更多
关键词 小麦 蔗糖合成酶(suS) 生物信息学分析 基因表达
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Burst mode enabled ultrafast laser inscription inside gallium arsenide 被引量:3
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作者 Andong Wang Pol Sopeña David Grojo 《International Journal of Extreme Manufacturing》 SCIE EI CAS 2022年第4期179-187,共9页
Ultrafast laser inscription(ULI)inside semiconductors offers new perspectives for 3D monolithic structures to be fabricated and new functionalities to be added in electronic and photonic microdevices.However,important... Ultrafast laser inscription(ULI)inside semiconductors offers new perspectives for 3D monolithic structures to be fabricated and new functionalities to be added in electronic and photonic microdevices.However,important challenges remain because of nonlinear effects such as strong plasma generation that distort the energy delivery at the focal point when exposing these materials to intense infrared light.Up to now,the successful technological demonstrations have primarily concentrated on silicon(Si).In this paper,we target at another important semiconductor:gallium arsenide(GaAs).With nonlinearities higher than those of Si,3D-machining of GaAs with femtosecond pulses becomes even harder.However,we show that the difficulty can be circumvented by burst-mode irradiation.We generate and apply trains of pulses at terahertz repetition rates for efficient pulse-to-pulse accumulation of laser-induced free carriers in the focal region,while avoiding an overdose of prefocal excitations.The superior performance of burst-mode irradiation is confirmed by a comparative study conducted with infrared luminescence microscopy.The results indicate a successful reduction of the plasma density in the prefocal region so that higher pulse energy reaches the focal spot.The same method is applied to identify optimum irradiation conditions considering particular cases such as asymmetric pulse trains and aberrated beams.With 64-pulse trains,we successfully manage to cross the writing threshold providing a solution for ULI inside GaAs.The application potential is finally illustrated with a stealth dicing demonstration by taking benefit of the burst mode.The irradiation method opens wide possibilities for 3D structuring inside GaAs by ULI. 展开更多
关键词 laser processing ultrafast laser inscription THz-repetition-rate BURST SEMICONDUCTORS gallium arsenide
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Circular cladding waveguides in Pr:YAG fabricated by femtosecond laser inscription:Raman,luminescence properties and guiding performance 被引量:5
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作者 Quanxin Yang Hongliang Liu +3 位作者 Shan He Qingyu Tian Bin Xu Pengfei Wu 《Opto-Electronic Advances》 SCIE 2021年第2期12-18,共7页
We report on the fabrication of circular cladding waveguides with cross-section diameters of 60−120μm in Pr:YAG crystal by applying femtosecond laser inscription.The fabricated waveguides present 2D guidance on the c... We report on the fabrication of circular cladding waveguides with cross-section diameters of 60−120μm in Pr:YAG crystal by applying femtosecond laser inscription.The fabricated waveguides present 2D guidance on the cross-section and fairly low propagation losses.Multiple high-order guiding modes are observed in waveguides with different diameters.Corresponding simulation results reveal the origin of a specific kind of guiding modes.Confocal micro-Raman(μ-Raman)experiments demonstrate the modification effects in femtosecond laser affected areas and ascertain the refractive index induced guiding mechanism.In addition,luminescence emission properties of Pr3+ions at waveguide volume are well preserved during the femtosecond laser inscription process,which may result in a potential high-power visible waveguide laser. 展开更多
关键词 femtosecond laser inscription cladding waveguides Pr:YAG crystal luminescence emission
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Constructing Teaching Model for Training English Guides of Stone Inscription Relics 被引量:2
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作者 李慧 《海外英语》 2016年第3期21-22,25,共3页
A teaching model based on constructivism is proposed in this paper. The model contains five teaching steps, e.g. interpretation teaching, questioning- dialogue, knowledge and skills teaching, discussion- collaboration... A teaching model based on constructivism is proposed in this paper. The model contains five teaching steps, e.g. interpretation teaching, questioning- dialogue, knowledge and skills teaching, discussion- collaboration and field training. Practice proves that it can effectively improve the training efficiency of the training of English guides of stone inscription relics and enhance their interpretation quality and English skills. 展开更多
关键词 CONSTRUCTIVISM stone inscription RELICS ENGLISH GUIDES TRAINING teaching model meaning construction
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Oracle Bone Inscriptions Big Knowledge Management and Service Platform 被引量:1
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作者 Jing Xiong Qingju Jiao +1 位作者 Guoying Liu Yongge Liu 《国际计算机前沿大会会议论文集》 2019年第1期134-136,共3页
Oracle bone inscriptions (OBI) has important historical and cultural values. The traditional OBI research methods are at a choke point, and the research method using computer science and information technology has ope... Oracle bone inscriptions (OBI) has important historical and cultural values. The traditional OBI research methods are at a choke point, and the research method using computer science and information technology has opened up the way of OBI information processing. However, it faces some problems, such as large but not centralized knowledge system, long learning cycle, learning difficulties, being difficult to obtain resources, inconsistent format, low retrieval accuracy, and low knowledge sharing and reuse. To solve these problems, it designs an OBI big data research resource management and intelligent knowledge service platform. Its goal is to make full use of OBI big data characteristics and use the knowledge engineering technology to build an OBI knowledge ecosystem. The experiment results show that the platform proposed provides effective one-stop knowledge management and knowledge service. 展开更多
关键词 Oracle BONE inscriptionS BIG KNOWLEDGE KNOWLEDGE GRAPH
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An Oracle Bone Inscription Detector Based on Multi-Scale Gaussian Kernels
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作者 Guoying Liu Shuanghao Chen +1 位作者 Jing Xiong Qingju Jiao 《Applied Mathematics》 2021年第3期224-239,共16页
The detection of Oracle Bone Inscriptions (OBIs) is one of the most fundamental tasks in the study of Oracle Bone, which aims to locate the positions of OBIs on rubbing images. The existing methods are based on the sc... The detection of Oracle Bone Inscriptions (OBIs) is one of the most fundamental tasks in the study of Oracle Bone, which aims to locate the positions of OBIs on rubbing images. The existing methods are based on the scheme of anchor boxes, involving complex network design and a great number of anchor boxes. In order to overcome the problem, this paper proposes a simpler but more effective OBIs detector by using an anchor-free scheme, where shape-adaptive Gaussian kernels are employed to represent the spatial regions of different OBIs. More specifically, to address the problem of misdetection caused by regional overlapping between some tightly distributed OBIs, the character regions are simultaneously represented by multiscale Gaussian kernels to obtain regions with sharp edges. Besides, based on the kernel predictions of different scales, a novel post-processing pipeline is used to obtain accurate predictions of bounding boxes. Experiments show that our OBIs detector has achieved significant results on the OBIs dataset, which greatly outperforms several mainstream object detectors in both speed and efficiency. Dataset is available at http://jgw.aynu.edu.cn. 展开更多
关键词 Oracle Bone inscriptions Deep Learning Object Detection Hourglass Network
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温度对SUS410/BNi-2/Hastelloy X钎焊接头界面组织及力学性能的影响
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作者 付伟 孙浩 +2 位作者 陈兴东 宋晓国 胡胜鹏 《精密成形工程》 北大核心 2024年第10期124-130,共7页
目的针对汽封部件的高质量制造需求,系统研究了温度对SUS410/BNi-2/Hastelloy X钎焊接头微观组织及力学性能的影响。方法将以SUS410/BNi-2/Hastelloy X搭接结构装配的试样放入真空炉中在不同温度(1060~1140℃)下进行钎焊连接,利用SEM和... 目的针对汽封部件的高质量制造需求,系统研究了温度对SUS410/BNi-2/Hastelloy X钎焊接头微观组织及力学性能的影响。方法将以SUS410/BNi-2/Hastelloy X搭接结构装配的试样放入真空炉中在不同温度(1060~1140℃)下进行钎焊连接,利用SEM和EDS等手段分析钎料与母材之间的相互作用,测试接头的力学性能并分析接头断裂行为,研究温度对接头界面组织演化和力学性能的影响。结果钎缝主要由Ni(s,s)与Cr-B相组成,B元素扩散进入两侧母材,在晶界处聚集形成硼化物相。随着钎焊温度的升高,钎缝中富Cr的硼化物和浅灰色Ni(s,s)相消失,形成均匀的Ni(s,s)组织,两侧母材中B元素扩散深度增加。随着钎焊温度不断升高,钎焊接头的抗剪强度逐渐上升,上升到某一强度后,温度继续升高,但强度反而下降,断裂位置由钎缝中心先转移至Hastelloy X基体,随着温度继续升高,断裂位置又转移至SUS410扩散区。断裂形式由脆性断裂转变为韧性断裂。结论采用BNi-2黏带钎料实现了SUS410与Hastelloy X合金的可靠连接,接头典型界面组织为SUS410/扩散区((Fe,Cr)+(Fe,Cr)-B)/钎缝区(Ni(s,s)+Cr-B+β_(1)-phases)/扩散区(γ-phase+(Cr,Ni)-B+(Cr,Ni,Mo)-B)/Hastelloy X;钎焊接头的最大抗剪强度为235.6 MPa(1100℃)。 展开更多
关键词 suS410 Hastelloy X 真空钎焊 界面组织 力学性能
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Review: Hu Houxuan, "Xia and the Tu State in the Oracle Inscriptions: A Consideration" Gudai Chengbang Shi Yanjiu (Studies on Ancient City States) Renmin Press, 1989, Pp. 340-353. 被引量:1
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作者 RiZhi 《Journal of Ancient Civilizations》 1995年第0期147-148,共2页
This article verified that the Tu state mentioned in the oracle inscriptions was the Xia people after the Xia Dynasty had been conquered by Tang, the first king of the Shang Dynasty m c.a. 16th century B.C. The state... This article verified that the Tu state mentioned in the oracle inscriptions was the Xia people after the Xia Dynasty had been conquered by Tang, the first king of the Shang Dynasty m c.a. 16th century B.C. The state of Xia, which originated from Yu, was entitled "Xia Hou"; its king was hence called "Xia Hou Di" (Emperor of Xia Hou), e.g."Xia Hou Di Qi". The Xia people, together with the Yin (Shang) people, and the Zhou people, were the so-called "people of San Dai" (Three Dynasties). As mentioned in "Lunyu, Bayi", they founded the states, with the Xia people being associated with the pine, the Yin people with the cypress, and the Zhou people with the chestnut. 展开更多
关键词 A Consideration Renmin Press Studies on Ancient City States Xia and the Tu State in the Oracle inscriptions Hu Houxuan Gudai Chengbang Shi Yanjiu
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Pulsed current-assisted twelve-roll precision rolling deformation of SUS304 ultra-thin strips with exceptional mechanical properties 被引量:1
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作者 Wanwan Fan Tao Wang +3 位作者 Jinxiong Hou Zhongkai Ren Qingxue Huang Guanghui Wu 《International Journal of Extreme Manufacturing》 SCIE EI CAS CSCD 2024年第4期291-305,共15页
Innovative pulsed current-assisted multi-pass rolling tests were conducted on a 12-roll mill during the rolling deformation processing of SUS304 ultra-thin strips.The results show that in the first rolling pass,the ro... Innovative pulsed current-assisted multi-pass rolling tests were conducted on a 12-roll mill during the rolling deformation processing of SUS304 ultra-thin strips.The results show that in the first rolling pass,the rolling reduction rate of a conventionally rolled sample(at room temperature)is 33.8%,which can be increased to 41.5%by pulsed current-assisted rolling,enabling the formation of an ultra-thin strip with a size of 67.3μm in only one rolling pass.After three passes of pulsed current-assisted rolling,the thickness of the ultra-thin strip can be further reduced to 51.7μm.To clearly compare the effects of a pulsed current on the microstructure and mechanical response of the ultra-thin strip,ultra-thin strips with nearly the same thickness reduction were analyzed.It was found that pulsed current can reduce the degree of work-hardening of the rolled samples by promoting dislocation detachment,reducing the density of stacking faults,inhibiting martensitic phase transformation,and shortening the total length of grain boundaries.As a result,the ductility of ultra-thin strips can be effectively restored to approximately 16.3%while maintaining a high tensile strength of 1118 MPa.Therefore,pulsed current-assisted rolling deformation shows great potential for the formation of ultra-thin strips with a combination of high strength and ductility. 展开更多
关键词 pulsedcurrent-assisted suS304 ultra-thinstrip rolling reductionrate WORK-HARDENING mechanical properties
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On the Modeling and Development of Verb-object Construction from the Oracle Bone inscriptions to Jinwen Shangshu 被引量:1
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作者 Ma Qinghua Li Weizheng 《宏观语言学》 2017年第2期1-37,共37页
关键词 甲骨文 动宾结构 语言学 历史
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Leaders' Inscriptions for CAFST
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《China's Foreign Trade》 2003年第6期8-8,共1页
关键词 for inscriptions for CAFST LEADERS
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The Twelve Chinese Zodiac Scripts of Ancient Luo Yue Stone Inscriptions and the Oracle Bone:A Comparative Study
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作者 LU Ximei 《Cultural and Religious Studies》 2022年第11期643-650,共8页
The 12 animal calendars of the Chinese zodiac are the essence and source of Chinese civilization,and have been deeply rooted in the production,life,and social activities of various ethnic groups in China since ancient... The 12 animal calendars of the Chinese zodiac are the essence and source of Chinese civilization,and have been deeply rooted in the production,life,and social activities of various ethnic groups in China since ancient times.The ancient Luo Yue stone inscription1 is a popular ancient script from four to six thousand years ago,and 17,496 characters have been found,which is the earliest script found on the Chinese land so far.A comparative study of Chinese zodiac characters2 between the ancient Luo Yue stone inscriptions and the oracle bone through paleographic conformation reveals that the two characters have the same and similar characteristics.Therefore,this paper intends to further investigate the kinship between the two,and to conduct a preliminary exploration of the origin,development,and evolution of the zodiac by combining recent human archaeological data,emerging molecular anthropological data,historical literature,and data from the Chinese Civilization Exploration Project,in an attempt to show the integration and dependence of Chinese civilization,the pluralistic pattern of Chinese culture,and the Chinese nation for thousands of years. 展开更多
关键词 ancient Luo Yue stone inscriptions oracle bone inscriptions comparative study pluralistic integration zodiac script
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INSCRIPTION BY MR. WAN XUEYUAN, GOVERNOR OF ZHEJIANG
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《中国对外贸易》 1995年第4期1-1,共1页
We are very glad to welcome honored guests from afar, and with them we makefriends in a bid to expand the magnitude of opening-up toward the prosperity ofZhejiang-Wan Xueyuan, January 1995.
关键词 WAN XUEYUAN inscription BY MR GOVERNOR OF ZHEJIANG
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SU电器产品的差异化营销策略研究
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作者 石雪萍 段琪 《市场周刊》 2024年第23期51-54,共4页
文章围绕SU电器平台展开差异化营销策略优化探讨,通过深入分析SU电器平台的市场定位和发展现状,提出了针对性优化建议。SU电器应充分利用自身资源优势,通过提升产品品质和服务水平,加强品牌宣传和推广,探索多元化的渠道拓展方式,以形成... 文章围绕SU电器平台展开差异化营销策略优化探讨,通过深入分析SU电器平台的市场定位和发展现状,提出了针对性优化建议。SU电器应充分利用自身资源优势,通过提升产品品质和服务水平,加强品牌宣传和推广,探索多元化的渠道拓展方式,以形成规模效应,提升市场竞争力。同时,SU电器还应注重市场变化和消费者需求的变化,持续优化营销策略,实现可持续发展。 展开更多
关键词 su电器 差异化 营销策略
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SUS321不锈钢表面Cr/CrN涂层的制备与抗氧化及耐腐蚀研究
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作者 张林嘉 卢婷 +2 位作者 李恒 李亚茹 许海龙 《热加工工艺》 北大核心 2024年第6期149-156,共8页
采用磁控溅射技术,在SUS321不锈钢表面制备Cr/Cr N涂层,利用扫描电子显微镜(SEM)、X射线衍射仪(XRD)及分析天平等分别表征样品高温氧化及酸性盐雾腐蚀实验后的微结构及增重。结果表明,当磁控溅射气体分压比为P_(Ar)/P_(N_(2))=3∶1的涂... 采用磁控溅射技术,在SUS321不锈钢表面制备Cr/Cr N涂层,利用扫描电子显微镜(SEM)、X射线衍射仪(XRD)及分析天平等分别表征样品高温氧化及酸性盐雾腐蚀实验后的微结构及增重。结果表明,当磁控溅射气体分压比为P_(Ar)/P_(N_(2))=3∶1的涂层样品抗氧化性能及耐腐蚀性能最佳。在此基础上通过循环沉积制备了多层Cr/CrN涂层,6周期涂层样品在600℃氧化200 h后的单位面积增重为3.599 g/m^(2),表面氧化膜致密,没有出现剥落现象;6周期的涂层样品在酸性盐雾环境中能够保持480 h表面无变化,在放置500 h后边缘部位才开始出现轻微锈迹。固定磁控溅射气体分压比为P_(Ar)/P_(N_(2))=3∶1时,制备的6周期Cr/CrN多层膜涂层具有最佳的抗氧化及耐酸性盐雾腐蚀性能。 展开更多
关键词 suS321不锈钢 磁控溅射 Cr/CrN涂层 抗氧化性能 耐腐蚀性能
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从小米SU7爆火看雷军十八般营销武艺 被引量:1
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作者 张少辉 《企业管理》 2024年第5期67-70,共4页
近日,小米汽车SU7重磅发布,根据小米汽车官方信息,4分钟内完成大定10000辆,27分钟实现50000辆,24小时达88898辆。小米汽车旗开得胜,它像鲶鱼一样,无形中搅动了新能源汽车市场。雷军的营销能力有目共睹,这一仗让他再创辉煌。小米汽车面... 近日,小米汽车SU7重磅发布,根据小米汽车官方信息,4分钟内完成大定10000辆,27分钟实现50000辆,24小时达88898辆。小米汽车旗开得胜,它像鲶鱼一样,无形中搅动了新能源汽车市场。雷军的营销能力有目共睹,这一仗让他再创辉煌。小米汽车面世用到了18个经典营销原理,其具体做法对营销人员具有借鉴意义。 展开更多
关键词 小米汽车 su7 雷军 营销理论 客户思维
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SOME CONSIDERATIONS ON THE MEANING OF gi bi_2-(in)-DU_3 IN THE ROYAL INSCRIPTION OF UTU-HEGAL
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作者 Magnus Widell 《Journal of Ancient Civilizations》 2000年第1期59-68,共10页
关键词 LINE bi2 SOME CONSIDERATIONS ON THE MEANING OF gi DU3 IN THE ROYAL inscription OF UTU-HEGAL
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