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低渗透油气区视频智能分析技术研究
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作者 李秋实 杨新刚 +4 位作者 韩江 李峰 魏子杰 李攀 李晨琛 《中国管理信息化》 2023年第3期151-154,共4页
文章提出在不改变现有鄂尔多斯盆地低渗透油气区视频监控平台架构情况下,利用视频流整合、集存、切片、图像优化、ResNet残差网络等当下主流AI技术,构建油田视频大数据机器学习环境和智能分析后台开发,形成按照不同事件、优先级自动识... 文章提出在不改变现有鄂尔多斯盆地低渗透油气区视频监控平台架构情况下,利用视频流整合、集存、切片、图像优化、ResNet残差网络等当下主流AI技术,构建油田视频大数据机器学习环境和智能分析后台开发,形成按照不同事件、优先级自动识别分析,按类自动推送预警告警信息的智能管理系统优化方案,并进行现场试点验证。该智能管理系统优化方案解决了油区现有视频监控缺陷,油区视频智能化识别分析准确率达到95%以上,监控无效告警消减率达到98%以上,实现了油田生产现场全流程可视化的智能化管控,降低了人工盯防劳作强度,监控效率得到显著提升。 展开更多
关键词 视频整合 切片预处理 ResNet META-LEARNING 深度学习 大数据智能分析
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Experimental Investigation on Simultaneous Dry Blanching and Drying of Mushroom Slices Using Microwave Enhanced Hot Air Heating System 被引量:1
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作者 Ipsita Das Girish Kumar 《Journal of Food Science and Engineering》 2013年第10期517-524,共8页
The study evaluated the feasibility of using microwave enhanced hot air heating system for simultaneous dry blanching and dehydration of mushroom slices. The technology involves application of microwave energy at the ... The study evaluated the feasibility of using microwave enhanced hot air heating system for simultaneous dry blanching and dehydration of mushroom slices. The technology involves application of microwave energy at the beginning of dehydration process to inactivate enzymes as well as to remove a certain amount of moisture at the same time and then followed by hot air drying to complete the process. The study investigated effects of different processing parameters, i.e., microwave power level and exposure time on dehydration and quality characteristics of mushroom slices. Mushroom slices were pretreated with different microwave power levels of 240, 360 and 480 W for 1, 3 and 5 min before the hot air-drying. The optimum range of the microwave power level and pretreatment time was found to be 360 W, 3 min and 360 W, 1 min in obtaining the maximum and minimum levels of response parameters. 展开更多
关键词 DEHYDRATION dry blanching MICROWAVE mushroom slices.
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