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Identification of thermal error in a feed system based on multi-class LS-SVM
Chao JIN, Bo WU, Youmin HU, Yao CHENG
《机械工程前沿(英文)》 2012年 第7卷 第1期 页码 47-54 doi: 10.1007/s11465-012-0307-6
Research of thermal characteristics has been a key issue in the development of high-speed feed system. The thermal positioning error of a ball-screw is one of the most important objects to consider for high-accuracy and high-speed machine tools. The research work undertaken herein ultimately aims at the development of a comprehensive thermal error identification model with high accuracy and robust. Using multi-class least squares support vector machines (LS-SVM), the thermal positioning error of the feed system is identified with the variance and mean square value of the temperatures of supporting bearings and screw-nut as feature vector. A series of experiments were carried out on a self-made quasi high-speed feed system experimental bench HUST-FS-001 to verify the identification capacity of the presented method. The results show that the recommended model can be used to predict the thermal error of a feed system with good accuracy, which is better than the ordinary BP and RBF neural network. The work described in this paper lays a solid foundation of thermal error prediction and compensation in a feed system.
关键词: least squares support vector machine (LS-SVM) feed system thermal error precision machining
《结构与土木工程前沿(英文)》 2021年 第15卷 第6期 页码 1453-1479 doi: 10.1007/s11709-021-0767-z
关键词: damage detection deep feed-forward neural networks functionally graded carbon nanotube-reinforced composite plates modal kinetic energy
INTERCROPPING: FEED MORE PEOPLE AND BUILD MORE SUSTAINABLE AGROECOSYSTEMS
《农业科学与工程前沿(英文)》 2021年 第8卷 第3期 页码 373-386 doi: 10.15302/J-FASE -2021398
Intercropping is a traditional farming system that increases crop diversity to strengthen agroecosystem functions while decreasing chemical inputs and minimizing negative environmental effects of crop production. Intercropping is currently considerable interest because of its importance in sustainable agriculture. Here, we synthesize the factors that make intercropping a sustainable means of food production by integrating biodiversity of natural ecosystems and crop diversity. In addition to well-known yield increases, intercropping can also increase yield stability over the long term and increase systemic resistance to plant diseases, pests and other unfavorable factors (e.g. nutrient deficiencies). The efficient use of resources can save mineral fertilizer inputs, reduce environmental pollution risks and greenhouse gas emissions caused by agriculture, thus mitigating global climate change. Intercropping potentially increases above- and below-ground biodiversity of various taxa at field scale, consequently it enhances ecosystem services. Complementarity and selection effects allow a better understanding the mechanisms behind enhanced ecosystem functioning. The development of mechanization is essential for large-scale application of intercropping. Agroecosystem multifunctionality and soil health should be priority topics in future research on intercropping.
关键词: agroecosystems , crop diversity ,intercropping,interspecific interactions,sustainable agriculture
Practical consideration for design and optimization of the step feed process
Shijian GE, Yongzhen PENG, Congcong LU, Shuying WANG
《环境科学与工程前沿(英文)》 2013年 第7卷 第1期 页码 135-142 doi: 10.1007/s11783-012-0454-3
关键词: step feed anoxic/oxic (A/O) University of Cape Town (UCT) simultaneous nitrification and denitrification (SND) denitrifying phosphorus removal biological nutrient removal (BNR)
Min SU, Lin WANG, Hua SUN, Jingkang WANG
《化学科学与工程前沿(英文)》 2009年 第3卷 第3期 页码 282-288 doi: 10.1007/s11705-009-0018-7
关键词: 6-aminopenicillanic acid crystallization double-feeding FBRM PVM crystal habit
null
《农业科学与工程前沿(英文)》 2019年 第6卷 第4期 页码 443-444 doi: 10.15302/J-FASE-2019288
张子仪
《中国工程科学》 2001年 第3卷 第7期 页码 30-36
上个世纪末,我国饲料工业总产量比改革开放前增长了近70倍。1999年全国配合饲料合格率也从20世纪80年代的40%~60%提高到95.7%,这是一个巨大的成就。但目前饲料工业标准化工作则相对滞后。入世以后,我国饲料工业标准化体系将面临着与国际质量管理和质量保证标准的接轨以及与环境管理系列标准的配套问题。为此,在近期内应把握时机,及时作好我国饲料工业标准化工作水平的提高及更新换代。当前应重点抓紧饲料安全性标准的增删与修订。对饲料卫生标准、饲料原料标准、饲料质量监测技术及生物学效价评定等方面的标准必须全国统一;而对饲养标准则应因地制宜分类设置,根据具体情况可以跨省区设一类饲养标准,也可以在一个省或区设多种类型的饲养标准。
当前,饲料市场各个流通环节中的法制建设任务仍然十分艰巨。要坚决杜绝一切有损社会、生态效益的饲料添加剂进入市场;特别要严密监视国外活菌制剂类饲料及一切激素类饲料添加剂非法进入我国市场。要加强保护我国目前尚保留着的大面积净土;要为合法的、科学的饲料添加剂正名。这是争创“中国产绿色产品”品牌,提高我国饲料工业产品市场竞争能力的重要保证。
关键词: 饲料工业 标准化工作 安全性 国际环境管理系列标准 饲养标准
Bin MA, Shuying WANG, Guibing ZHU, Shijian GE, Junmin WANG, Nanqi Ren, Yongzhen PENG
《环境科学与工程前沿(英文)》 2013年 第7卷 第2期 页码 267-272 doi: 10.1007/s11783-012-0439-2
关键词: denitrifying phosphate accumulating organisms (DPAOs) denitrification phosphorus uptake nitrite step-feed enhanced biological phosphorus removal
Chunlong LIU, Qunyi ZHU, Zhengqi LI, Qiudong ZONG, Xiang ZHANG, Zhichao CHEN
《能源前沿(英文)》 2013年 第7卷 第3期 页码 406-412 doi: 10.1007/s11708-013-0266-6
张子仪
《中国工程科学》 1999年 第1卷 第1期 页码 88-93
改革开放以来,我国肉、蛋、奶总产量比70年代末期增长了6~8倍,1998年饲料工业的产品产量已达到了8568万t,比70年代后期高出80多倍;我国饲料工业在进入WTO前后将面临着市场竞争的压力;中长期内我国饲料蛋白质资源大约缺口一半,入关后,优质廉价的进口添加剂及饲料用农产品将对我国饲料市场形成冲击。
建立健全具有中国特色的饲料工业生产体系,认真贯彻《饲料和饲料添加剂管理条例》至关重要;知识经济实质上是信息经济,尽快联合起来加速中国饲料工业信息网的建设,提高决策水平,才能有备无患地迎战入关前后可能遇到的种种冲击。
解绶启,张文兵,韩冬,麦康森
《中国工程科学》 2016年 第18卷 第3期 页码 29-36 doi: 10.15302/J-SSCAE-2016.03.005
本文综述了我国水产养殖动物营养学研究和饲料工程方面近期的研究,分析了产业发展的问题,探讨了下一步的政策措施。可以发现,过去10多年里,水产动物营养与饲料的发展在营养素需求、动物的摄食与投喂、仔稚鱼饲料、亲本营养、添加剂等方面取得了重要的进展,但仍然存在饵料系数高、环境排放大、饲料成本高、效益不稳定等问题。下一步的研究应该以“安全高效,节约环保”为目标,引入生态学和现代组学理念,开展水产动物营养代谢的分子机理、动物的营养需要与精准饲料配方技术、饲料质量控制与加工工艺、精准投喂技术、品质调控技术等方面的研究,同时在政策上应该扩大学科交流、实行长期稳定支持等。
Implementation of an adaptive feed speed 3D NURBS interpolation algorithm
LIANG Hong-bin, WANG Yong-zhang, LI Xia
《机械工程前沿(英文)》 2006年 第1卷 第4期 页码 403-408 doi: 10.1007/s11465-006-0047-6
关键词: NURBS parametric rational B-spline second-order non-uniform rational precision
刘辉, 张俊, 赵万华
《工程(英文)》 2017年 第3卷 第5期 页码 641-647 doi: 10.1016/J.ENG.2017.04.007
标题 作者 时间 类型 操作
Identification of thermal error in a feed system based on multi-class LS-SVM
Chao JIN, Bo WU, Youmin HU, Yao CHENG
期刊论文
A deep feed-forward neural network for damage detection in functionally graded carbon nanotube-reinforced
期刊论文
Practical consideration for design and optimization of the step feed process
Shijian GE, Yongzhen PENG, Congcong LU, Shuying WANG
期刊论文
FBRM and PVM investigations of the double feed semi-batch crystallization of 6-aminopenicillanic acid
Min SU, Lin WANG, Hua SUN, Jingkang WANG
期刊论文
Comments on “Adaptation of Chinese and German maize-based food-feed-energy systems to limited phosphate
null
期刊论文
Denitrification and phosphorus uptake by DPAOs using nitrite as an electron acceptor by step-feed strategies
Bin MA, Shuying WANG, Guibing ZHU, Shijian GE, Junmin WANG, Nanqi Ren, Yongzhen PENG
期刊论文
Influence of different oil feed rate on bituminous coal ignition in a full-scale tiny-oil ignition burner
Chunlong LIU, Qunyi ZHU, Zhengqi LI, Qiudong ZONG, Xiang ZHANG, Zhichao CHEN
期刊论文
Implementation of an adaptive feed speed 3D NURBS interpolation algorithm
LIANG Hong-bin, WANG Yong-zhang, LI Xia
期刊论文