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Achieving dynamic privacy measurement and protection based on reinforcement learning for mobile edge crowdsensing of IoT
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作者 Renwan Bi Mingfeng Zhao +2 位作者 Zuobin Ying Youliang Tian Jinbo Xiong 《Digital Communications and Networks》 SCIE CSCD 2024年第2期380-388,共9页
With the maturity and development of 5G field,Mobile Edge CrowdSensing(MECS),as an intelligent data collection paradigm,provides a broad prospect for various applications in IoT.However,sensing users as data uploaders... With the maturity and development of 5G field,Mobile Edge CrowdSensing(MECS),as an intelligent data collection paradigm,provides a broad prospect for various applications in IoT.However,sensing users as data uploaders lack a balance between data benefits and privacy threats,leading to conservative data uploads and low revenue or excessive uploads and privacy breaches.To solve this problem,a Dynamic Privacy Measurement and Protection(DPMP)framework is proposed based on differential privacy and reinforcement learning.Firstly,a DPM model is designed to quantify the amount of data privacy,and a calculation method for personalized privacy threshold of different users is also designed.Furthermore,a Dynamic Private sensing data Selection(DPS)algorithm is proposed to help sensing users maximize data benefits within their privacy thresholds.Finally,theoretical analysis and ample experiment results show that DPMP framework is effective and efficient to achieve a balance between data benefits and sensing user privacy protection,in particular,the proposed DPMP framework has 63%and 23%higher training efficiency and data benefits,respectively,compared to the Monte Carlo algorithm. 展开更多
关键词 Mobile edge crowdsensing Dynamic privacy measurement Personalized privacy threshold Privacy protection Reinforcement learning
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Influence of Lightning Disaster on Cities and Lightning Defense Measures
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作者 Pei WANG Tao ZHANG +1 位作者 Tengge'er WU Xiangjun ZHANG 《Meteorological and Environmental Research》 2024年第3期65-67,共3页
Under the influence of special terrain and climatic conditions,lightning weather in Ulanqab City is more frequent from June to August,and lightning disaster has become one of the important tasks of disaster prevention... Under the influence of special terrain and climatic conditions,lightning weather in Ulanqab City is more frequent from June to August,and lightning disaster has become one of the important tasks of disaster prevention and mitigation.In this paper,based on the characteristics of lightning weather in Ulanqab City,the impact of lightning disaster on the city was analyzed,and lightning protection measures,such as strengthening supervision of lightning protection safety,establishing a long-term lightning protection mechanism,doing a good job in lightning protection construction and detection in key places,and further improving public awareness of lightning protection,were put forward to reduce and avoid urban lightning disasters as much as possible and ensure urban safety. 展开更多
关键词 Lightning characteristics Disaster impact CITY Lightning protection measures
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Research on Network Security Level Protection Measurement Strategy in the Context of Cloud Platforms
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作者 Lin Ma 《Journal of Electronic Research and Application》 2024年第3期221-229,共9页
Platforms facilitate information exchange,streamline resources,and reduce production and management costs for companies.However,some viral information may invade and steal company resources,or lead to information leak... Platforms facilitate information exchange,streamline resources,and reduce production and management costs for companies.However,some viral information may invade and steal company resources,or lead to information leakage.For this reason,this paper discusses the standards for cybersecurity protection,examines the current state of cybersecurity management and the risks faced by cloud platforms,expands the time and space for training on cloud platforms,and provides recommendations for measuring the level of cybersecurity protection within cloud platforms in order to build a solid foundation for them. 展开更多
关键词 Cloud platform Cyber security Level protection measurement
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Study on Effective Measures of Environmental Protection for Sustainable Development of Tourism Industry in the World Natural Heritage Wulingyuan
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作者 YangMeixia ZhouGuohai 《Ecological Economy》 2005年第2期83-88,共6页
In the course of exploiting its tourist resources and developing tourism industry in the early days in Wulingyuan, the government did not pay enough attention and no forceful measures were taken to control the environ... In the course of exploiting its tourist resources and developing tourism industry in the early days in Wulingyuan, the government did not pay enough attention and no forceful measures were taken to control the environment. As a result, a series of problems are produced. By analyzing the relationship between the tourism development in Wulingyuan scenic area and its environmental evolution, the paper exposes the basic reason why these environmental problems are produced, and according to the requirement of developing tourism, the paper puts forward some effective measures to reasonably control the distribution of the tourists flow and to protect tourist resources as well as the environment, so as to achieve the sustainable development of the area. 展开更多
关键词 effective measures tourism sustainable development environmental protection Wulingyuan.
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Protection Measures for Buildings Based on Coordinating Action Theory of Ground, Foundation and Structure 被引量:4
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作者 TAN Zhi-xiang DENGKa-zhong 《Journal of China University of Mining and Technology》 EI 2006年第1期17-21,共5页
Based on the theory of coordinating action of building ground, foundation and structure, this paper presents a modified method for calculating additional stresses on buildings in mining areas by considering the joint ... Based on the theory of coordinating action of building ground, foundation and structure, this paper presents a modified method for calculating additional stresses on buildings in mining areas by considering the joint effect of cur- vature deformation and horizontal deformation on buildings. It points out that for buildings over the coal pillar, it is ad- visable to soften the intermediate ground of buildings when they are affected by mining. For buildings over the goaf, it is preferable to soften the ground at both ends of buildings. In order to enhance the ability of a building to resist tensile deformation, the key measure is to reinforce the bottom foundation of the building. In addition, the concept of “angle of break of building” is proposed. It is because of this angle that the protecting coal pillar is left, which is a better solution than prevailing solutions The findings provide a more scientific basis for mining under buildings. 展开更多
关键词 mining under buildings GROUND FOUNDATION coordinating action protective measure
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Willingness to Pay for Measures of Managing the Health Effects of Heat Wave in Beijing,China:a Cross-sectional Survey 被引量:1
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作者 ZHANG Yi CHEN Chen +4 位作者 BAN Jie ZHAO Jin Hui XU Dan Dan ZHU Peng Fei LI Tian Tian 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2016年第9期628-638,共11页
Objective There are evidences that heat wave events cause deaths and emergency cases. This article used the contingent valuation method to find the willingness to pay for the protective measures and investigated the f... Objective There are evidences that heat wave events cause deaths and emergency cases. This article used the contingent valuation method to find the willingness to pay for the protective measures and investigated the factors that influence the willingness to pay. Methods A cross-sectional face-to-face household survey was completed by 637 urban long-term residents and 591 rural long-term residents aged 15-79 in Beijing, China. Binary logistic regression was used to identify factors that influenced the payment rate or payment amount for the protective measures, including independent variables for district, gender, age, education, income, air conditioner ownership, heat wave experience, and chronic non-communicable disease. Results The payment rate was 41.1% for protective measures provided by the government and 39.5% by measures provided by the market. Most of the respondents were willing to pay 40 CNY per capita annually for measures provided by the government or the market. The factors influencing willingness to pay were district, gender, income, air conditioner ownership, heat wave experience, and chronic non-communicable disease. Conclusion Protective measures for heat waves need to be provided immediately. More attention should be paid to the situation of vulnerable groups, such as people who live in urban areas, those without air conditioning, and those who have experienced a heat wave in the past. 展开更多
关键词 Heat wave Protective measure Willingness to pay Influencing factor
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Characteristics of Lightning Damage to Coastal Wind Farms and Its Protective Measures 被引量:1
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作者 Guozhen Fu 《Meteorological and Environmental Research》 CAS 2013年第9期29-31,共3页
Firstly, characteristics of coastal wind farms were analyzed, and then lightning damage to coastal wind farms was discussed, finally main lightning protection measures were put forward from aspects of turbine blades, ... Firstly, characteristics of coastal wind farms were analyzed, and then lightning damage to coastal wind farms was discussed, finally main lightning protection measures were put forward from aspects of turbine blades, engine rooms and overvoltage protection. Besides conventional light- ning protection technology, local lightning protection, pre-discharge and lightning motoring and early warning techniques should be used to protect coastal wind farms against lightning. 展开更多
关键词 Coastal wind farm Lightning harm Protective measures China
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Classification and Protective Measures of Geological Relics Based on Tourist Perception and Evaluation Perspective
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作者 Yonggang An,Heping Zhang,Tongde Li,Yunting Lu Life Science and Technology College,Central South University of Forestry and Technology,Changsha 410004,China. 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期297-297,共1页
The existing studies of geological relics have formed a classification system,which is based on geological relic cause factors.According to the geological relics of the tourist conception and perspective of tourism ev... The existing studies of geological relics have formed a classification system,which is based on geological relic cause factors.According to the geological relics of the tourist conception and perspective of tourism evaluation examples from Hunan Province,the author proposed the 展开更多
关键词 toURIST CONCEPTION EVALUATION GEOLOGICAL RELICS protective measures
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Temporal-spatial Change Rules of Mangrove in Guangdong Province and Suggestions on Its Protection Measures
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作者 Xiao Chaoming Yin Juanjuan Liu Xucheng 《Meteorological and Environmental Research》 CAS 2019年第2期91-95,共5页
Mangrove ecosystem has an important ecological function. But since it is distributed in land-sea alternating region,mangrove is vulnerable to environmental pollution. Mangrove area of Guangdong Province greatly decrea... Mangrove ecosystem has an important ecological function. But since it is distributed in land-sea alternating region,mangrove is vulnerable to environmental pollution. Mangrove area of Guangdong Province greatly decreased after the 1950 s,and it declined to the minimum in the1990 s and then gradually increased. Mangrove area of Guangdong Province quickly increased from 2001 to now,and its area in 2014 was 19 824. 53 hm^2,in which Zhanjiang accounted for 72%. During 2001-2014,mangrove area of Guangdong Province increased significantly,in which the newly increased mangrove area in Zhanjiang,Yangjiang,Jiangmen,Zhuhai,Guangzhou and Shantou was larger,with obvious increase magnitude; mangrove area in east Guangdong during 2001-2005 increased quickly,while increase magnitude of mangrove area in west Guangdong and the Pearl River Delta was improved significantly after 2005. Additionally,mangrove species in Guangdong Province continuously decreased from south to north,showing as west Guangdong > the Pearl River Delta > east Guangdong. Mangrove of Guangdong Province could be protected strictly from shoreline control,ecological protection,function upgrading,and ecological restoration. 展开更多
关键词 MANGROVE ECOSYSTEM Temporal-spatial DISTRIBUTION Protective measures
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Protection of Elevators against Lightning
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作者 Zhang Jinsong Zhao Xi 《Meteorological and Environmental Research》 CAS 2018年第5期44-46,共3页
In the thunderstorm process on August 3,2016,among the nine elevators in a housing estate in the middle of Neijiang City,six elevators were damaged by lightning. In this study,the impact of lightning stroke on elevato... In the thunderstorm process on August 3,2016,among the nine elevators in a housing estate in the middle of Neijiang City,six elevators were damaged by lightning. In this study,the impact of lightning stroke on elevators was analyzed firstly,and then measures to protect elevators against lightning were proposed,which provides a practical basis for the improvement of protection of elevators against lightning. 展开更多
关键词 Elevators LIGHTNING protection measures
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Study on the Causes of Rural Lightning Disaster and Countermeasures of Lightning Protection and Disaster Reduction
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作者 Zhiqing Yuan 《Journal of Atmospheric Science Research》 2021年第2期22-26,共5页
With the development of the time and the progress of economy,great changes have taken place in the environment.In recent years,it is common to see bad weather,such as hurricane,drought,lightning and so on.The emergenc... With the development of the time and the progress of economy,great changes have taken place in the environment.In recent years,it is common to see bad weather,such as hurricane,drought,lightning and so on.The emergence of these weather has the greatest impact on farmers and crops,especially the lightning weather,not only that,but also sometimes cause personal injury.In face of the frequent occurrence of bad weather in recent years and its harm and threat to China's agriculture,rural areas,personnel,etc.,the author makes a detailed study on the causes of rural lightning weather,analyzes the lightning protection measures in rural areas and their shortcomings,and summarizes the relevant improvement measures. 展开更多
关键词 Lightning disaster Cause analysis Lightning mitigation measures Lightning protection status
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Ecological Environment Status and Protection Measures of Wetland Nature Reserve
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作者 Na Qu Kang Wang +1 位作者 Hequ Huang Jia Zhou 《Proceedings of Business and Economic Studies》 2020年第6期5-9,共5页
In order to better promote the restoration and sustainable development of the natural ecological environment,it is necessary to study the wetland system as an important part of the ecosystem,put forward some common pr... In order to better promote the restoration and sustainable development of the natural ecological environment,it is necessary to study the wetland system as an important part of the ecosystem,put forward some common problems faced by wetland nature reserves,and propose relevant solutions based on the problems.This paper describes the relevant theoretical basis for the ecological environment protection of the wetland nature reserves,the problems faced,and the relevant solutions as reference for relevant personnel. 展开更多
关键词 Wetland nature reserve Ecological environment protection measures
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Conclusions on the Implementation of Regulation of the National Significant Seismic Monitoring and Protection Regions from 1996 to 2012 in the Chinese Mainland
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作者 Chao Hongtai Gao Mengtan +7 位作者 Li Bo Chen Shijun Liang Kaili Ma Yuxiang Wang Feng Wu Guochun Lang Cong Wu Xinyan 《Earthquake Research in China》 CSCD 2015年第1期8-20,共13页
The regulation of the National Significant Seismic Monitoring and Protection Regions(NSSMPR for short) is defined by the Law of the Peoples Republic of China on Protecting Against and Mitigating Earthquake Disasters.T... The regulation of the National Significant Seismic Monitoring and Protection Regions(NSSMPR for short) is defined by the Law of the Peoples Republic of China on Protecting Against and Mitigating Earthquake Disasters.The first stage of implementation of the regulation of NSSMPR in the Chinese mainland was finished from 1996 to 2005.The second stage is being carried on from 2006 to 2020.With the support of the National Social Science Foundation,this paper follows up and evaluates the implementation of the regulation of NSSMPR from 1996 to 2012 in the Chinese mainland.Based on analysis of earthquake examples and investigation data,we find that the effect of disaster mitigation is good,and on this basis,some suggestions are proposed to improve the regulation of NSSMPR. 展开更多
关键词 The National Significant Seismic Monitoring and protection Regions Legalregulation Effect and progress measures on protecting against andmitigating earthquake disasters
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The Ministry of Environmental Protection issued the Measures for the Administration of Pollutant Discharge Permits(Trial)
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《造纸信息》 2018年第8期96-97,共2页
On January 10th,2018,the Ministry of Environmental Protection formally issued the Measures for the Administration of Pollutant Discharge Permits(Trial)(hereinafter referred to as the Administrative Measures).The Admin... On January 10th,2018,the Ministry of Environmental Protection formally issued the Measures for the Administration of Pollutant Discharge Permits(Trial)(hereinafter referred to as the Administrative Measures).The Administrative Measures shall be implemented as of the date of promulgation.As an important basic document for the implementation of the Notice of the General Office of the State Council on Issuing the Implementation Plan for the Control of Pollutant Discharge Permit System(the General Office of the State Council issued[2016]No.81),the Administrative Measures clarified the responsibilities of the pollutant dischargers,emphasized on law-abiding incentives,illegal punishment. 展开更多
关键词 MINISTRY of Environmental protection ADMINISTRATIVE measures
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基于本地差分隐私的网络测量Top-k目的地址估计研究
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作者 宋绮梦 《计算机应用文摘》 2024年第10期122-124,共3页
针对网络测量中的Top-k目的地址问题,设计了基于布谷鸟过滤器的ε-本地差分隐私Top-k目的地址估计机制。在保护隐私的前提下,该机制能够提高对Top-k目的地址的估计效果。采用了多轮迭代方法,将布谷鸟过滤器和本地差分隐私模型结合,在服... 针对网络测量中的Top-k目的地址问题,设计了基于布谷鸟过滤器的ε-本地差分隐私Top-k目的地址估计机制。在保护隐私的前提下,该机制能够提高对Top-k目的地址的估计效果。采用了多轮迭代方法,将布谷鸟过滤器和本地差分隐私模型结合,在服务器端和客户端进行了一轮交互。理论分析部分证明了所提出的机制符合本地差分隐私模型,并在数据集上进行了实验,对比了F1分数、NCR分数以及L1误差,验证了所提机制的有效性。 展开更多
关键词 网络测量 隐私保护 top-k目的地址 本地差分隐私
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The Actualities and Countermeasures of Soil Erosion along the Tanggula to Lhasa Section of the Qinghai-Tibet Railway
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作者 Du Bei 《工程科学(英文版)》 2006年第2期49-55,共7页
The ecological environment in the area where the Qinghai-Tibet Railway passes through is very fragile and is showing the tendency of retrogression. So as the construction would largely disturb the earth surface and ve... The ecological environment in the area where the Qinghai-Tibet Railway passes through is very fragile and is showing the tendency of retrogression. So as the construction would largely disturb the earth surface and vegetation and would have a large quantity of earth and stone digging, the construction of the railway in this area would certainly lead to a series of questions. Through the integrated analysis of the actualities of soil erosion and water and soil conservation along the section of Tanggula-Lhasa of the Qinghai-Tibet Railway, and with the combination of the features of the railway construction and the environment, the protection measures and proposals about the soil erosion along the section of Tanggula to Lhasa of the Qinghai-Tibet Railway have been put forward, so as to reach to the purpose of holding back the further development of soil erosion along the line, improving the ecological environment in the local area and maintaining the railway in normal operation. 展开更多
关键词 青藏铁路 唐古拉-拉萨地区 铁路沿线 土壤浸蚀 保护措施
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Survey on Bio-resources of Zhengzhou Yellow River Wetland and Protective Measures 被引量:15
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作者 李长看 马灿玲 +1 位作者 王威 丁晋利 《Agricultural Science & Technology》 CAS 2010年第6期159-163,共5页
Upon the basis of comprehensive survey on the bio-resources of Zhengzhou Yellow River Wetland Nature Reserve,we analyzed the relationship between wetland ecology and bio-resource protection,the problems encountering w... Upon the basis of comprehensive survey on the bio-resources of Zhengzhou Yellow River Wetland Nature Reserve,we analyzed the relationship between wetland ecology and bio-resource protection,the problems encountering wetland development and protection,and further put forward corresponding protective measures. 展开更多
关键词 Zhengzhou Yellow River wetland BIODIVERSITY Protective measures
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Protective Measures for Space Environment of Time-honored Brands——With Xi'an City as a Study Case
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作者 谷秋琳 《Journal of Landscape Research》 2010年第7期15-17,22,共4页
Based on the field survey and analysis of representative traditional time-honored shops in Xi'an City,specific measures for protecting their space environment were put forward,and the sustainable preservation and ... Based on the field survey and analysis of representative traditional time-honored shops in Xi'an City,specific measures for protecting their space environment were put forward,and the sustainable preservation and development pattern of such intangible cultural heritages in the future urban development was established. 展开更多
关键词 Time-honored brands INTANGIBLE CULTURAL heritages Space environment Protective measures
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Reliability of Substation Protection System Based on IEC61850 被引量:2
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作者 熊小伏 于军 +1 位作者 刘晓放 沈智健 《Transactions of Tianjin University》 EI CAS 2008年第2期118-122,共5页
Although the new technology of protection and automation system of substation based on IEC61850 standard has developed rapidly in China,reliability measures depending on this technology need to be further researched.B... Although the new technology of protection and automation system of substation based on IEC61850 standard has developed rapidly in China,reliability measures depending on this technology need to be further researched.By taking advantage of convenient information sharing,two kinds of new schemes,shared backup protection unit(SBPU)and signal backup(SB),have been proposed to solve the failure problem of protective devices and current/voltage transducers respectively,and the working principle of these two schemes are also described.Furthermore,the key technologies of on-line diagnosis of protective devices'failure and on-line status diagnosis of optical or electronic current/voltage transducers to realize the two schemes are proposed. 展开更多
关键词 IEC61850 reliability measures shared backup protection unit (SBPU) signal backup
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The Mechanism and Influencing Factors of Corrosion in a Gas Heating-Furnace 被引量:1
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作者 YANG Zhi-gang ZHANG Ning-sheng WU Xin-min 《International Journal of Plant Engineering and Management》 2005年第3期183-188,共6页
Natural gas should be heated and throttled for the purpose of purification and transportation at the first gas production factory of the Changqing field. The safe use and heat-transfer efficiency of a heating-furnace ... Natural gas should be heated and throttled for the purpose of purification and transportation at the first gas production factory of the Changqing field. The safe use and heat-transfer efficiency of a heating-furnace affect the safe and smooth production of natural gas directly. At gas collecting stations now, no measures of anticorrosion have been adopted in heating furnaces which erode and scale badly. In order to solve the corrosive problem of heating-furnaces, prolong operating life of heating-furnaces, assure safe and smooth production of natural gas, the mechanism and influencing factors of corrosion of the heating-furnace were analyzed and some corresponding measures were brought forward based on a field investigation of usage behavior and present operational status of heating-furnaces at the first gas production factory. The results show that the corrosive ion and soluble CO2 and O2 in water erode metal badly at the condition of being heated. Corrosion of a heating-furnace are mostly oxygen corrosion, corrosive ion corrosion, acid corrosion, iron encrustation corrosion, dry and wet interface corrosion, caustic corrosion, etc; The influencing factors of corrosion mainly include soluble O2 and CO2 in water, pH value, heat loading, corrosive ion, soluble solid (salinity) and non-flowing character of water, etc. 展开更多
关键词 heating-furnace corrosion mechanism influencing factor oxygen corrosion protective measure
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