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Clean Processing and Utilization of Coal Energy 被引量:4
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作者 陈清如 王海锋 《过程工程学报》 EI CAS CSCD 北大核心 2006年第3期507-511,共5页
The dominant status of coal on the energy production and consumption structure of China will not be changed in the middle period of this century. To realize highly efficient utilization of coal,low pollution and low c... The dominant status of coal on the energy production and consumption structure of China will not be changed in the middle period of this century. To realize highly efficient utilization of coal,low pollution and low cost are great and impendent tasks. These difficult problems can be almost resolved through establishing large-scale pithead power stations using two-stage highly efficient dry coal-cleaning system before coal burning,which is a highly efficient,clean and economical strategy considering the current energy and environmental status of China. All these will be discussed in detail in this paper. 展开更多
关键词 COAL clean processing dry beneficiation SEPARATOR energy utilization
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Analysis of Optimization of Chemical Pharmaceutical Clean Process
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作者 LIU Jiang 《外文科技期刊数据库(文摘版)医药卫生》 2021年第1期492-494,共3页
Through the chemical pharmaceutical can better meet the demand of drug circulation, then in the drug quality control, put forward higher requirements. Doing a good job of cleaning drugs helps to improve the quality of... Through the chemical pharmaceutical can better meet the demand of drug circulation, then in the drug quality control, put forward higher requirements. Doing a good job of cleaning drugs helps to improve the quality of drugs. In fact, in some pharmaceutical companies, there are still some deficiencies in the cleaning process, which will affect the quality of drugs to a certain extent. In the field of chemical and pharmaceutical industry, in view of the status of cleaning process, this paper analyzes the problems that appear in it. At the same time, based on the root of the problems, some optimization suggestions are given, hoping to better implement the cleaning process and provide a strong guarantee for the safe use of drugs. 展开更多
关键词 chemical industry and pharmacy clean process optimization countermeasures
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Technical Regulations on Cleaning Processing of Feeding Millet Seeds in Hebei Province
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作者 周汉章 刘环 +3 位作者 周新建 袁淑红 侯升林 魏志敏 《Agricultural Science & Technology》 CAS 2017年第2期361-364,共4页
According to many years of experimental summary, the technical demands, process control, seed test, seed quality and work record (ledger management) of cleaning processing of feeding millet seeds in Hebei Province w... According to many years of experimental summary, the technical demands, process control, seed test, seed quality and work record (ledger management) of cleaning processing of feeding millet seeds in Hebei Province were studied, and specific measures and technical indicators of the technical regulations were analyzed to provide normalized, standardized, industrial and marketization technical support for the cleaning processing of feeding millet seeds. 展开更多
关键词 Feeding millet SEEDS cleaning processing Technical regulations
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Cleaning of Chromate Manufacture Process
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作者 Xing Zou Yi Zhang(Applied Science School, University of Science and Technology Beijing, Beijing 100083, China)(Institute of Engineering Chemistry and Metallurgy, Chinese Academy of Sciences, Beijing 100080, China) 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2000年第2期132-134,共3页
Sodium chromate solubility is determined in the range of NaOH concentrations from 450 to 810 g/L andsolution temperatUres from 30 to 110℃. The optimized conditions to separate sodium chromate from NaOH inleached solu... Sodium chromate solubility is determined in the range of NaOH concentrations from 450 to 810 g/L andsolution temperatUres from 30 to 110℃. The optimized conditions to separate sodium chromate from NaOH inleached solution are resolved. It is first found the method to efficiently separate sbdium chromate from NaOH andsodium altuninate in crude sodium chromate. Bench-scale studies on the separating are performed. Finally, goodseparation results are achieved. 展开更多
关键词 CHROMATE SEPARATION clean process
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Analysis of defects in clean fabrication process of friction stir welding 被引量:5
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作者 Noor Zaman KHAN Zahid A.KHAN +2 位作者 Arshad Noor SIDDIQUEE Abdulrahman M.AL-AHMARI Mustufa H.ABIDI 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2017年第7期1507-1516,共10页
Striving for cleaner production is a sought-after manufacturing philosophy.Friction stir welding(FSW)is a joiningtechnique with par excellence and far less invasive to the environment than even best conventional weldi... Striving for cleaner production is a sought-after manufacturing philosophy.Friction stir welding(FSW)is a joiningtechnique with par excellence and far less invasive to the environment than even best conventional welding processes.It is energyefficient and free from consumables,affluent and radiations.It is,thus,accepted as a clean welding process that can produceacceptable quality joints.It suffers from some major challenges of defects of its own kind that subject the process open toimprovements so as to prove itself a reliable production process.This study presents a holistic characterization of defects commonlyfound in FSW joints.The finding of the present study reveals that most defects are caused by inadequate heat generation,impropermaterial movement around the pin and inadequate material consolidation behind the pin.The amount of heat generation andmaterial stirring depends on several FSW parameters which may lead to the defect formation,if not selected properly.The resultsreported in this work are derived from sound literature support and experimentation.Prescriptions are made in the form ofcharacteristics of defects such as likelihood of their location,main responsible parameters along with the recommendations forminimizing them. 展开更多
关键词 clean welding process friction stir welding DEFECT process parameter
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Effect of Laser Ablation Cleaning Process on Ceramic Artifacts 被引量:1
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作者 Mananna Barbeno Pasquale Barone +3 位作者 Fabio Stranges Diana Renzelli Fang Xu Assunta Bonanno 《Journal of Physical Science and Application》 2013年第4期224-228,共5页
In this work, the results of a study of laser ablation cleaning process on ceramic artifacts are presented. The experiments were conducted on a "Carosello", a structural hollow element made of clay, placed in arches... In this work, the results of a study of laser ablation cleaning process on ceramic artifacts are presented. The experiments were conducted on a "Carosello", a structural hollow element made of clay, placed in arches, in domes or even in the walls of buildings such as churches and houses. Our results show that laser ablation techniques is able to remove the surface impurity patina from artifacts surface without changes the chemical composition and the optical properties of ceramic. Moreover, because the laser cleaning heats only locally the surface of the sample, this method don't preclude the possibility to apply on artifact the thermo-luminescence dating process. 展开更多
关键词 Laser ablation ceramic cleaning process carosello.
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Optimize the Two-way Provision of Standard Unit Cleaning Process
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作者 WANG Weibin WU Guanyu +2 位作者 ZHA Jingyu WANG Yuanyuan TIAN Feng 《外文科技期刊数据库(文摘版)工程技术》 2021年第10期612-616,共8页
At present, the volume pipe cleaning methods mainly include diesel method and water-based method. The water-based method is widely used in the volume pipe cleaning of each handover station because of its low cost and ... At present, the volume pipe cleaning methods mainly include diesel method and water-based method. The water-based method is widely used in the volume pipe cleaning of each handover station because of its low cost and high safety. Due to the certain difference in structure between the two-way volume pipe and the one-way volume pipe, the consideration of cleaning flow is not perfect, which is easy to lead to high labor intensity, low cleaning efficiency and high cost. The purpose of this paper is to make use of the structural characteristics of two-way volume pipe, and reasonably plan the cleaning process, install small devices and optimize the stages of hot water circulation and reagent circulation in order to enhance the cleaning effect, improve the cleaning efficiency and reduce the cost. 展开更多
关键词 BIDIRECTIONAL volume tube cleaning process solenoid valve
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基于Clean处理的MIMO-SAR正交波形分离 被引量:8
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作者 孟藏珍 许稼 +2 位作者 王力宝 杨健 彭应宁 《电子与信息学报》 EI CSCD 北大核心 2013年第12期2809-2814,共6页
因为同频完全正交波形并不存在,基于同频正交编码信号发射波形的多输入多输出合成孔径雷达(MIMOSAR)因波形间互耦产生的互相关噪声将严重降低成像质量。针对此问题,该文提出基于Clean处理分离多正交波形方法,逐步获取单波形回波,并分析... 因为同频完全正交波形并不存在,基于同频正交编码信号发射波形的多输入多输出合成孔径雷达(MIMOSAR)因波形间互耦产生的互相关噪声将严重降低成像质量。针对此问题,该文提出基于Clean处理分离多正交波形方法,逐步获取单波形回波,并分析了其性能。数值仿真实验证明,该方法能有效抑制点目标正交波形间的互相关噪声,并接近单波形SAR的成像性能。 展开更多
关键词 MIMO—SAR 正交波形 互相关噪声 clean处理
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面向切削加工的机床绿色化技术研究进展
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作者 刘璐 岳彩旭 +1 位作者 李子峰 周延昌 《制造技术与机床》 北大核心 2026年第1期33-45,共13页
在新兴技术浪潮推动下,机床切削加工领域加速向绿色化转型。新材料、智能化技术与创新加工方法的协同应用,为实现高效率、低能耗、低排放目标提供关键支撑。文章系统梳理国内外机床绿色化技术的发展背景与实现路径,对机床减排、节能技... 在新兴技术浪潮推动下,机床切削加工领域加速向绿色化转型。新材料、智能化技术与创新加工方法的协同应用,为实现高效率、低能耗、低排放目标提供关键支撑。文章系统梳理国内外机床绿色化技术的发展背景与实现路径,对机床减排、节能技术进行分类剖析,总结技术流程,并融合加工能效优化与清洁加工技术,构建相应的绿色化技术框架。研究表明,当前机床绿色化技术主要通过清洁加工、智能算法建模、虚拟仿真及大数据分析优化加工过程,依托先进工艺与智能控制实现节能减排。文章旨在提炼前沿技术经验,为我国机床加工绿色化相关研究提供理论参考。 展开更多
关键词 机床绿色化 节能减排 清洁切削 加工优化 智能控制
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Representation system of cleanness of filler metal 被引量:2
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作者 龙伟民 鲍丽 +2 位作者 马佳 钟素娟 张冠星 《China Welding》 EI CAS 2015年第2期12-17,共6页
The high quality of filler metals are required by the equipment manufacturing industry to obtain the high- performance brazed joint. For the problems of impurities in filler metal, the concept of entropy has been carr... The high quality of filler metals are required by the equipment manufacturing industry to obtain the high- performance brazed joint. For the problems of impurities in filler metal, the concept of entropy has been carried out to describe the cleanness of filler metal. The math expressions of process entropy, Sp, and performance entropy, Sf , have been presented. Sp characterizes the manufacturability of filler metal, corresponding to the spreading coefficient and the viscosity. SI characterizes the mechanical property of the brazed joint, corresponding to the tensile strength and the shear strength. With the inerease of entropy value, the cleanness as well as the brazability of filler metal and the mechanical property of joint deteriorate. The physical verification indicates that the expressions of St, and Sf could characterize the cleanness of filler metal. 展开更多
关键词 cleanness process entropy performance entropy SPREADABILITY FLUIDITY mechanical property
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基于L-BFGS-B局部极小化的自适应尺度CLEAN算法 被引量:3
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作者 张利 肖一凡 +6 位作者 米立功 卢梅 赵庆超 王蓓 刘祥 张明 谢泉 《贵州大学学报(自然科学版)》 2021年第1期38-44,共7页
干涉阵列存在的点扩展函数旁瓣使得观测到的射电源出现不同程度的失真,对重建宇宙真实结构图景和理解宇宙起源造成影响。为解决观测中出现的伪影,本文在现有的CLEAN算法的基础上,提出了基于L-BFGS-B局部极小化的自适应尺度CLEAN算法。首... 干涉阵列存在的点扩展函数旁瓣使得观测到的射电源出现不同程度的失真,对重建宇宙真实结构图景和理解宇宙起源造成影响。为解决观测中出现的伪影,本文在现有的CLEAN算法的基础上,提出了基于L-BFGS-B局部极小化的自适应尺度CLEAN算法。首先,基于L-BFGS-B局部极小化算法通过最小化目标函数,寻找最优分量,构建自适应尺度模型;其次,通过CASA实现对测试图像的重建,对比目前广泛使用的Hogbom CLEAN算法的重建图像,评估本文算法性能;最后,对反卷积算法在射电天文图像处理领域的发展做出展望。测试结果表明:相比于传统的算法,本文提出的算法能够构建更加精准的天空亮度分布,为天文图像重建提供一种新的方案。 展开更多
关键词 L-BFGS-B算法 自适应尺度clean算法 射电天文图像处理
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基于CLEAN算法的自适应旁瓣对消技术 被引量:5
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作者 柴许杨 赵志国 +1 位作者 岳玫君 刘野 《雷达科学与技术》 北大核心 2023年第5期526-530,538,共6页
自适应旁瓣对消技术能够很好地抑制旁瓣干扰,但在应用中发现,自适应旁瓣对消对跟踪的高信噪比目标带来的信噪比损失较大,导致单脉冲和差测角精度下降。本文提出了一种基于CLEAN算法的自适应旁瓣对消方法,首先通过观测目标的先验信息构... 自适应旁瓣对消技术能够很好地抑制旁瓣干扰,但在应用中发现,自适应旁瓣对消对跟踪的高信噪比目标带来的信噪比损失较大,导致单脉冲和差测角精度下降。本文提出了一种基于CLEAN算法的自适应旁瓣对消方法,首先通过观测目标的先验信息构建目标回波模型,再利用该回波模型剔除对消通道中的目标信息,然后基于剔除目标信息后的对消通道数据,重新计算最优加权值进行主通道的干扰对消,最后仿真和实测结果验证了该方法不仅可以减少主通道中目标对消后的信噪比损失,同时也降低了对消后对目标测角精度的影响。 展开更多
关键词 信号处理 旁瓣对消 clean算法 和差测角
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On the Use of Laser Ablation for Cleaning High Voltage Ceramic Insulators 被引量:2
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作者 E. de Posada L. Moreira +2 位作者 M. Arronte L. Ponce T. Flores 《Journal of Surface Engineered Materials and Advanced Technology》 2014年第5期257-261,共5页
High voltage lines are one of the main ways for carrying electric energy. To do so high voltage insulators are needed to insulate these lines from the supporting towers. Glass, ceramic and polymer insulators are widel... High voltage lines are one of the main ways for carrying electric energy. To do so high voltage insulators are needed to insulate these lines from the supporting towers. Glass, ceramic and polymer insulators are widely used. Generally high voltage insulators are exposed to weather where humidity, from rain and moist, together with pollution allows accumulation of unwanted material on the surface of the insulator. Cleaning procedures are then needed to remove such material and avoid short-circuiting. The most commonly used cleaning methods are hand cleaning using chemicals that need turning off the main and water jet, which allows keeping the line in service. In this work we explore the possibility of using laser ablation for cleaning high voltage ceramic insulators. It is demonstrated that cleaning can be accomplished by a two-step process. First a Q-switched Nd: YAG laser is used to ablate the unwanted material. The second step is to use a free running Nd: YAG laser to restore the surface hydrophobicity of ceramic insulator, which is affected in the first process step. 展开更多
关键词 LASER processING SURFACE cleanING HYDROPHOBICITY
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Tailoring metallic surface properties induced by laser surface processing for industrial applications 被引量:2
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作者 Guoqing Hu Yang Song Yingchun Guan 《Nanotechnology and Precision Engineering》 EI CAS CSCD 2019年第1期29-34,共6页
As a simple, reproducible, and pollution-free technique with the potential of integration and automation, laser processing has attracted increasing attention. Laser processing, which includes laser polishing, laser cl... As a simple, reproducible, and pollution-free technique with the potential of integration and automation, laser processing has attracted increasing attention. Laser processing, which includes laser polishing, laser cleaning,and fabrication of laser-induced micro-/nano-structures, has been demonstrated to yield smooth, clean, functional surfaces and effective joining. Laser polishing is an advanced, highly efficient, and ecofriendly polishing technology. This study demonstrated the laser polishing of a selective laser-melted Inconel 718(IN718) superalloy and a titanium alloy sample. The surface roughnesses Raand Rzof the IN718 superalloy were respectively reduced from 8 and 33 μm to 0.2 and 0.8 μm, and the Raof the titanium alloy was reduced from 9.8 μm to 0.2 μm.Moreover, the wear resistance and corrosion resistance of the IN718 were apparently improved. As another surface-related processing method, laser cleaning was used to clean terminal blocks. Almost all the contaminants were removed, as verified by the absence of their chemical compositions and the decreased surface roughness. In addition, a superhydrophobic surface with a contact angle of over 160° and sliding angle of b8° on stainless steel was obtained by laser texturing treatment. These results demonstrate the high potential of laser processing in the scientific, technological, and industrial fields. 展开更多
关键词 LASER processING LASER POLISHING LASER cleanING SUPERHYDROPHOBICITY
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Pilot study on treatment of low turbidity and low temperature water by coagulation-immersed membrane process 被引量:1
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作者 康华 何文杰 +1 位作者 韩宏大 李辰 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2011年第2期37-42,共6页
The objective of this paper was to investigate the practicability of coagulation-immersed membrane process during low-temperature period through the study of steady operation,chemical cleaning methods,water quality an... The objective of this paper was to investigate the practicability of coagulation-immersed membrane process during low-temperature period through the study of steady operation,chemical cleaning methods,water quality and agent consumption.Experimental results showed that:membrane performance decreases with the reduction of temperature,but low temperature has little effect on stable operation of immersed membrane when coagulation as pretreatment.EFM with 1200 mg/L sodium hypochlorite after every 48 filtration cycles was made for reducing membrane fouling efficiently,and the method,with 1.5% sodium hydroxide and 3500 mg/L sodium hypochlorite for 10 h and then 2% hydrochloric acid for 4 h,is an appropriate cleaning method under low temperature.Compared with convention treatment process,immersed membrane process not only has same agent consumption,but also permeated water quality is more superior such as fine removal effect on turbidity with average 0.10 NTU.Therefore,coagulation-immersed membrane process is more appropriate for increasing water quality demand and the treatment of low turbidity and low temperature water. 展开更多
关键词 low temperature coagulation-immersed membrane process filter performance chemical cleaning water quality
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CLEAN PRODUCTION AND SMELTING REDUCTION TECHNOLOGY
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作者 Wang Lixin, Xu Zhihong and Yang Zhangyuan (Laboratory of Computer Chemistry (LCC), Institute of Chemical Metallurgy, Chineses Academy of Sciences, Beijing 100080) 《化工学报》 EI CAS CSCD 北大核心 2000年第S1期159-162,共4页
Clean Production is the best method for iron-steel making industry to eliminate pollution thoroughly. In order to achieve this object, smelting reduction technology should play the key role. Furthermore, process integ... Clean Production is the best method for iron-steel making industry to eliminate pollution thoroughly. In order to achieve this object, smelting reduction technology should play the key role. Furthermore, process integration method can be used to solve the problem of residual gas utilization by integrating smelting reduction process with direct reduced iron unit, gasoline, methanol or dimethyl ether synthesis unit, etc. A new smelting reduction process has been proposed which can be constructed on the present plant site. Since this process can directly treat the lump coal and iron ore fines, it reduces st6ps necessary in traditional blast furnace process and Corex smelting reduction process. 展开更多
关键词 clean production Smelting reduction process integration Multi-layer fluidized moving bed Coal gas utilization Blast furnace
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洁净煤地质内涵、现状与未来发展方向 被引量:6
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作者 唐跃刚 王绍清 +4 位作者 王晓帅 郭鑫 王亚丰 薛李苹 Harold H.Schobert 《煤田地质与勘探》 北大核心 2025年第1期36-63,共28页
【目的】勘查与评价低碳、零排放和煤资源利用最大化是21世纪煤地质工作的重要内容。【研究进展】根据煤、煤地质学研究内容及洁净煤技术国内外发展趋势,定义了广义和狭义洁净煤地质学,其中,煤加工利用中提效减排的地质地球化学问题是... 【目的】勘查与评价低碳、零排放和煤资源利用最大化是21世纪煤地质工作的重要内容。【研究进展】根据煤、煤地质学研究内容及洁净煤技术国内外发展趋势,定义了广义和狭义洁净煤地质学,其中,煤加工利用中提效减排的地质地球化学问题是狭义煤地质学研究内容,煤炭勘探开发利用以及生态修复等全煤炭生命周期提效减排是广义洁净煤地质学研究内容。概述了煤中有益成分和有害成分的组成与分布,梳理了影响洁净煤技术的地质因素,主要与成煤作用过程中内生、外生地质作用相关,涉及构造、变质、火山喷发、岩浆侵入,风水搬运沉积,氧化还原,地下水等。详细综述了煤炭资源洁净评价、洁净加工、转化与利用等研究现状,回顾了中国洁净煤地质学的研究进展,归纳为萌芽-探索-成熟-确立-拓展等5个阶段。【问题与展望】提出了成煤作用、有机无机、矿物质和洁净评价等所存在的科学与技术问题;指出,未来化学、物理学、生物学及大数据人工智能等方面的发展为洁净煤地质学及其大型工程带来拓展机遇;未来十年,洁净煤时空分布、绿色智能煤气等共伴生矿产分质共采、洁净煤气化、煤基新材料、地下煤化工、生态修复等是重要研发方向,建议持续关注相关创新研究成果。 展开更多
关键词 洁净煤地质学 影响因素 加工利用 环境 研究现状 发展方向 中国
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残膜清理加工技术及装备现状
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作者 营雨琨 卢超 +3 位作者 何玉泽 王敏 霍尚 卢勇涛 《中国农机化学报》 北大核心 2025年第11期239-246,260,共9页
地膜覆盖技术广泛应用于我国农业生产,随着农用地膜使用量增加和残膜回收机具工作性能提升,大量机收残膜被集中堆弃,造成二次残膜污染。残膜的清理加工是残膜污染治理的关键环节,随着残膜制粒技术的发展和残膜再生产品的广泛应用,残膜... 地膜覆盖技术广泛应用于我国农业生产,随着农用地膜使用量增加和残膜回收机具工作性能提升,大量机收残膜被集中堆弃,造成二次残膜污染。残膜的清理加工是残膜污染治理的关键环节,随着残膜制粒技术的发展和残膜再生产品的广泛应用,残膜清理加工技术及装备呈现多样化发展。为此,深入分析国内外残膜清理加工技术及装备发展现状,围绕残膜破碎、清理除杂、残膜制粒3个方面进行综合叙述,重点阐述其技术特点和装备的结构组成、工作原理及其优缺点。结合领域的研究现状,总结得出我国残膜清理加工行业存在残膜集中运输困难、装备结构落后、智能化程度低和服务体系不完善等问题,并结合实际从政府扶持、装备创新和企业生产等方面提出相应对策。为我国的残膜清理加工技术的发展提供参考。 展开更多
关键词 残膜污染治理 残膜清理加工 膜捆破碎 膜杂分离 再生制粒
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基于陶封微波收发组件的高效清洗工艺方法研究
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作者 廖雯 黄义炼 +1 位作者 吉垚 文鹏 《压电与声光》 北大核心 2025年第2期273-276,共4页
陶封微波收发组件内部裸芯片较多,为高效清理其调试后的内部异物残留,提升该类产品生产质量及效率,介绍了一种通过等离子清洗活化芯片表面后再进行二流体清洗的组合式清洗工艺。经理论分析及实验测试,结果表明,相较于传统的人工清理方法... 陶封微波收发组件内部裸芯片较多,为高效清理其调试后的内部异物残留,提升该类产品生产质量及效率,介绍了一种通过等离子清洗活化芯片表面后再进行二流体清洗的组合式清洗工艺。经理论分析及实验测试,结果表明,相较于传统的人工清理方法,该工艺可高效去除产品内部的异物而不产生负面影响,清洗效率提升了22倍,清洗后的产品满足微电子器件实验方法与程序(GJB548C-2021)的各项工艺要求,为复杂内腔环境的微波收发组件提供了一种有效的残留异物清理方案。 展开更多
关键词 陶瓷封装 微波收发组件 二流体清洗 等离子清洗 清洗工艺
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清洁能源关键矿产加工产品供需预测及保供措施研究——以锂、钴、镍为例 被引量:3
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作者 易杏花 王笑笑 +1 位作者 成金华 胡松琴 《资源与产业》 2025年第1期63-76,共14页
科学预测清洁能源关键矿产加工产品供需量,探索提升中国关键矿产加工产品供给保障水平的有效路径对于保障关键矿产产业链与供应链安全、稳定具有重要的现实意义。聚焦于锂、钴、镍三大清洁能源关键矿产加工产品,采用灰色预测模型、ARIM... 科学预测清洁能源关键矿产加工产品供需量,探索提升中国关键矿产加工产品供给保障水平的有效路径对于保障关键矿产产业链与供应链安全、稳定具有重要的现实意义。聚焦于锂、钴、镍三大清洁能源关键矿产加工产品,采用灰色预测模型、ARIMA模型及各单项模型基于熵值法的组合模型,对2023—2030年我国清洁能源关键矿产资源加工产品的市场供求趋势进行了系统的分析。研究表明:1)基于熵值法的组合预测模型在预测锂、钴、镍矿加工产品市场需求量与供给量时表现出色,相较于单项预测方法,其预测精度显著提升,误差大幅减少;2)在考虑二次资源贡献后,预测2030年锂、钴矿加工产品市场需求将分别达到153.74万t、25.34万t,而供给量分别为183.56万t、23.36万t,表明市场供需趋于平衡,但需警惕技术革新对市场的潜在扰动;3)对于镍矿加工产品,若不计入再生资源,其市场供需矛盾突出,预示需紧急加强国内镍矿加工产品的供应能力以保障行业长期稳定发展。基于此,提出如下保供策略:针对锂资源,应重视深层卤水提锂技术的研发与应用,推广“油锂同探”模式,强化技术创新,以减少对进口的依赖并应对市场波动风险;对于钴矿资源,倡导循环经济,加大再生钴回收技术的研发与应用力度,提高资源综合利用率,缓解原生钴矿开采压力;就镍资源而言,建议加强与“一带一路”沿线国家的合作,拓展海外投资与产能合作,实现进口来源多元化,同时加强国内镍矿资源的勘查与开发,确保镍资源供应链的稳定性与安全性。 展开更多
关键词 清洁能源 关键矿产加工产品 供需预测 ARIMA-GM-熵值法组合模型
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