stronger anti-interference performance同义替换

时间: 2024-04-19 21:25:49 浏览: 15
更强的抗干扰性能 (stronger anti-interference capability) 更强的抗干扰性能 (enhanced resistance to interference) 更强的抗干扰性能 (improved immunity to interference) 更强的抗干扰性能 (greater resilience to interference) 更强的抗干扰性能 (enhanced anti-jamming performance) 更强的抗干扰性能 (superior anti-interference effectiveness)
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The conventional convolution neural network (CNN) adopts softmax function as classifier, which has problems of overflow and underflow. This paper proposes a rolling bearing intelligent fault diagnosis method based on multi-scale convolution neural network, bi-directional long short term memory and support vector machine (MCNN-BiLSTM-SVM). The wavelet threshold denoising algorithm is adopted for signal preprocessing. The multi-scale convolution neural network (MCNN) and the bidirectional long short-term memory network (BiLSTM) are combined as the feature extractor to improve feature extraction capability. The support vector machine (SVM) is adopted as the classifier to improve classification performance. Transfer learning is used in MCNN-BiLSTM-SVM for different conditions. According to the experiments, the proposed MCNN-BiLSTM-SVM fault diagnosis method has higher diagnostic accuracy, stronger anti-noise performance and better stability under different conditions than other diagnostic methods.给出以上内容审稿意见

本文提出了一种基于多尺度卷积神经网络、双向长短时记忆网络和支持向量机的轴承智能故障诊断方法(MCNN-BiLSTM-SVM)。该方法采用小波阈值去噪算法进行信号预处理,将多尺度卷积神经网络(MCNN)和双向长短时记忆网络(BiLSTM)组合作为特征提取器,以提高特征提取能力;采用支持向量机(SVM)作为分类器,以提高分类性能。在MCNN-BiLSTM-SVM中使用迁移学习处理不同条件下的数据。经过实验验证,本文提出的MCNN-BiLSTM-SVM故障诊断方法具有更高的诊断准确性、更强的抗噪性能和更好的稳定性,优于其他诊断方法。 该论文在轴承智能故障诊断方面提出了一种新的方法,并且通过实验证明其有效性。同时,论文的结构清晰,表述准确,实验数据充分且有说服力。建议作者进一步说明MCNN-BiLSTM-SVM方法在处理不同条件下的数据时,采用了哪些具体的迁移学习方法,以便读者更好地理解。此外,建议作者在文献综述中加入更多相关领域的研究工作,以进一步突显本文的创新性和实用性。

-webkit-font-smoothing

WebKit-font-smoothing is a CSS property used to control how fonts appear on web pages in WebKit-based browsers such as Safari, Chrome, and Opera. It is used to improve the readability and aesthetics of text on a webpage. The property is used to control the anti-aliasing of fonts, which is the smoothing of jagged edges that appear when fonts are displayed on screens. By default, anti-aliasing is enabled on WebKit-based browsers, but the -webkit-font-smoothing property allows web developers to make adjustments to the anti-aliasing to achieve different effects. The property values include: - auto: This is the default value and enables the browser to use its own algorithm to determine the best font smoothing for the text. - none: This value turns off font smoothing completely, resulting in jagged edges around text. - antialiased: This value enables a light anti-aliasing effect, which smooths out the edges of the text slightly. - subpixel-antialiased: This value enables a stronger anti-aliasing effect, which uses sub-pixel rendering to smooth out the edges of the text even more. The -webkit-font-smoothing property can be applied to individual elements or the entire body of a webpage. It is a useful tool for web developers who want to control the appearance of text on their web pages and ensure a consistent user experience across different browsers.

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var pixelUV = raycastHit.textureCoord; //计算笔刷所覆盖的区域 var PuX = Mathf.FloorToInt(pixelUV.x * controlTex.width); var PuY = Mathf.FloorToInt(pixelUV.y * controlTex.height); var x = Mathf.Clamp(PuX - brushSizeInModel / 2, 0, controlTex.width - 1); var y = Mathf.Clamp(PuY - brushSizeInModel / 2, 0, controlTex.height - 1); var width = Mathf.Clamp((PuX + brushSizeInModel / 2), 0, controlTex.width) - x; var height = Mathf.Clamp((PuY + brushSizeInModel / 2), 0, controlTex.height) - y; Color[] terrainBay = controlTex.GetPixels(x, y, width, height, 0);//获取Control贴图被笔刷所覆盖的区域的颜色 Texture2D TBrush = brushTex[selBrush] as Texture2D;//获取笔刷性状贴图 var brushAlpha = new float[brushSizeInModel * brushSizeInModel];//笔刷透明度 //根据笔刷贴图计算笔刷的透明度 for (var i = 0; i < brushSizeInModel; i++) { for (var j = 0; j < brushSizeInModel; j++) { brushAlpha[j * brushSizeInModel + i] = TBrush.GetPixelBilinear(((float)i) / brushSizeInModel, ((float)j) / brushSizeInModel).a; } } //计算绘制后的颜色 for (var i = 0; i < height; i++) { for (var j = 0; j < width; j++) { var index = (i * width) + j; var Stronger = brushAlpha[Mathf.Clamp((y + i) - (PuY - brushSizeInModel / 2), 0, brushSizeInModel - 1) * brushSizeInModel + Mathf.Clamp((x + j) - (PuX - brushSizeInModel / 2), 0, brushSizeInModel - 1)] * brushStronger; terrainBay[index] = Color.Lerp(terrainBay[index], targetColor, Stronger); } } Undo.RegisterCompleteObjectUndo(controlTex, "meshPaint");//保存历史记录以便撤销 controlTex.SetPixels(x, y, width, height, terrainBay, 0);/这段代码生成的位置是从右上角开始的如何修改成左下角

Recently, the renowned actor Zhang Songwen has sparked a fascinating phenomenon known as "two-way rejection", which has captured the attention of many and inspired the masses. The roots of this phenomenon are complex, with one of the fundamental causes being the fear of failure that plagues most of us. Rejection can instill a sense of inadequacy and a fear of being perceived as a failure, which can be challenging to overcome. However, the concept of "two-way rejection" teaches us that rejection is a natural part of life, and it's acceptable to reject and be rejected in return. This empowers us to recognize that life is not just about failures, but also about perseverance, and striving to achieve our aspirations, which may include fame and fortune. Despite the distractions we may encounter, the concept of "two-way rejection" reminds us to turn away from erroneous opportunities and remain steadfast in our principles and moral compass. While there are both advantages and drawbacks to this approach, "two-way rejection" ultimately inspires us to embrace rejection, learn from it, and emerge stronger and more self-assured. However, it is essential to distinguish between a sound and an unsound opportunity to avoid blindly rejecting the right ones. In conclusion, the concept of "two-way rejection" should be approached with discretion, but it can prove to be a valuable tool in enabling us to adhere to our goals and persevere through rejection. It teaches us to embrace rejection, learn from it, and move forward with confidence, ultimately empowering us to achieve our dreams and aspirations.结合双向拒绝进行内容补充

Heatwaves impose serious impacts on ecosystems, human health, agriculture, and energy consumption. Previous studies have classified heatwaves into independent daytime, independent nighttime, and compound daytime-nighttime types, and examined the long-term changes in the three types. However, the underlying mechanisms associated with the variations in different heatwave types remain poorly understood. Here we present the first investigation of the local physical processes associated with the daytime, nighttime, and compound heatwaves over the global land during 1979–2020. The results show that three heatwave types occur frequently and increasingly in most regions worldwide. Nighttime and compound heatwaves exhibit stronger increases in both frequency (the yearly number of the events) and fraction (the ratio of the yearly number of one heatwave type to the total yearly number of all types) than daytime heatwaves. Composite diagnostic analyses of local meteorological variables suggest that daytime heatwaves are associated with increased solar radiation under dry conditions and reduced cloud cover and humidity under a clear sky. In contrast, nighttime heatwaves are typically accompanied by moist conditions with increases in cloud fraction, humidity, and longwave radiation at night. These synoptic conditions for daytime and nighttime heatwaves are combined to contribute to compound heatwaves. Local divergences and moisture fluxes responsible for different heatwaves are further revealed. Positive moisture divergence anomalies are seen in most land areas for daytime and compound heatwaves, while they mainly appear in low latitudes for nighttime heatwaves. Our research provides a comprehensive understanding of the local mechanisms of different heatwave types, informing future risks and impact assessments.分析语言特征

Born in a small town in the countryside, Jane Doe grew up surrounded by nature and animals. She developed a love for the outdoors and a deep appreciation for the natural world at a young age. Her parents, both teachers, encouraged her interests and provided her with the resources she needed to pursue her passions. As Jane grew older, her love for the environment only grew stronger. She studied environmental science in college and went on to earn a master's degree in ecology. Throughout her academic career, Jane worked tirelessly to learn as much as she could about the world around her and to find ways to protect it. After graduation, Jane took a job with a local non-profit organization that focused on preserving wildlife habitats. She spent years working on the ground, conducting research, and advocating for the protection of endangered species. Her work took her all over the world, from the rainforests of South America to the savannas of Africa. Despite the challenges she faced, Jane never lost sight of her goals. Her tireless efforts and unwavering dedication to the cause earned her recognition and respect within the environmental community. She became a respected voice on environmental issues and an inspiring leader for those who shared her passion for preserving the natural world. Today, Jane continues to work tirelessly to protect the environment and raise awareness about the importance of conservation. Her life's work serves as a testament to the power of one person to make a difference and her legacy will live on for generations to come.

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