• Title/Summary/Keyword: environmental actions

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Methodology To Prevent Local Optima And Improve Optimization Performance For Time-Cost Optimization Of Reinforcement-Learning Based Construction Schedule Simulation

  • Jeseop Rhie;Minseo Jang;Do Hyoung Shin;Hyungseo Han;Seungwoo Lee
    • International conference on construction engineering and project management
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    • 2024.07a
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    • pp.769-774
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    • 2024
  • The availability of PMT(Project Management Tool) in the market has been increasing rapidly in recent years and Significant advancements have been made for project managers to use for planning, monitoring, and control. Recently, studies applying the Reinforcement-Learning Based Construction Schedule Simulation algorithm for construction project process planning/management are increasing. When reinforcement learning is applied, the agent recognizes the current state and learns to select the action that maximizes the reward among selectable actions. However, if the action of global optimal points is not selected in simulation selection, the local optimal resource may receive continuous compensation (+), which may result in failure to reach the global optimal point. In addition, there is a limitation that the optimization time can be long as numerous iterations are required to reach the global optimal point. Therefore, this study presented a method to improve optimization performance by increasing the probability that a resource with high productivity and low unit cost is selected, preventing local optimization, and reducing the number of iterations required to reach the global optimal point. In the performance evaluation process, we demonstrated that this method leads to closer approximation to the optimal value with fewer iterations.

Removal Characteristics of Nitrogen Oxides (NOx) in Low Concentration using Peat-Mixed Media (피트(peat) 혼합담체를 이용한 저농도 질소산화물(NOx) 제거특성)

  • Kang, Young-Heoun;Kim, Deok-Woo;Kang, Seon-Hong;Kwon, Pil-Joo;Kim, Dal-Woo;Hwang, Pil-Gi;Shim, Sang-Bo
    • Journal of Korean Society for Atmospheric Environment
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    • v.26 no.3
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    • pp.330-338
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    • 2010
  • In this study, removal characteristics of nitrogen oxides $(NO_x)$ from road transport by using peat as the packing media for biodegradation have been investigated in the long term. Physicochemical and biological treatment of peatmixed media eliminates any requirement to use chemical substances and also facilitates the biodegradable actions of microorganism. Safe biodegradation of pollutants, no need to apply additional microbes owing to their active growth, and no generation of secondary pollutants were found in this experiment. It was concluded that average removal efficiencies of nitric oxide (NO) and nitrogen dioxide $(NO_2)$ were 80% and 97% respectively with respect to the linear velocity 35~40 mm/s and 0.3 ppm ozone concentration in the long period operation. Inflow concentration of nitric oxide over 0.05 ppm was suitable when pretreated with ozone. Non-ozone stage was performed with linear velocity 20~100 mm/s and then the average removal efficiency of nitric oxide and nitrogen dioxide were 38% and 94% respectively. Other results showed that the apparent static pressure was raised with increases in applied water content and aerial velocity in mixed media during fan operation.

Generalized load cycles for dynamic wind uplift evaluation of rigid membrane roofing systems

  • Baskaran, A.;Murty, B.;Tanaka, H.
    • Wind and Structures
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    • v.14 no.5
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    • pp.383-411
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    • 2011
  • Roof is an integral part of building envelope. It protects occupants from environmental forces such as wind, rain, snow and others. Among those environmental forces, wind is a major factor that can cause structural roof damages. Roof due to wind actions can exhibit either flexible or rigid system responses. At present, a dynamic test procedure available is CSA A123.21-04 for the wind uplift resistance evaluation of flexible membrane-roofing systems and there is no dynamic test procedure available in North America for wind uplift resistance evaluation of rigid membrane-roofing system. In order to incorporate rigid membrane-roofing systems into the CSA A123.21-04 testing procedure, this paper presents the development of a load cycle. For this process, the present study compared the wind performance of rigid systems with the flexible systems. Analysis of the pressure time histories data using probability distribution function and power spectral density verified that these two roofs types exhibit different system responses under wind forces. Rain flow counting method was applied on the wind tunnel time histories data. Calculated wind load cycles were compared with the existing load cycle of CSA A123.21-04. With the input from the roof manufacturers and roofing associations, the developed load cycles had been generalized and extended to evaluate the ultimate wind uplift resistance capacity of rigid roofs. This new knowledge is integrated into the new edition of CSA A123.21-10 so that the standard can be used to evaluate wind uplift resistance capacity of membrane roofing systems.

Implementation of Indoor Environment Monitoring and Automatic Control System based on Internet of Things (사물인터넷 기반 실내 환경 모니터링 및 자동제어 시스템 구현)

  • Lee, Sang Hoon;Kim, Jin-Yeop;Kim, Su-Yeon
    • Journal of Korea Society of Industrial Information Systems
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    • v.21 no.6
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    • pp.71-80
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    • 2016
  • Along with the increase in the standard of living, the interest and awareness level of the public about environmental issues have also gradually increased. Recently, time spent on indoor activities have increased and the need for awareness and demand on methods in improving the quality of an indoor environment has been recognized. The purpose of this study is to sense the environment information through real-time monitoring of the room environment by using the IoT based technology and to maintain and improve the indoor environment to an appropriate level through the developed interlocking controller device. This provides an automatic control system in improving the indoor environment at home and other small areas like general offices in place of the traditional passive interior environmental improvement actions or large-scale facility control system. A status analysis with the relative reference values of the air quality and CO2, temperature and humidity and illumination and noise was applied through transmitting a control signal to automatic control module in accordance with the nine indoor environment standards set to improve the indoor environment.

Regulatory Actions of the Cordyceps Militaris Extract on the NEFA and LCAT Activity in Diabetic Disease Model System (동충하초(Cordyceps militaris) 추출물이 당뇨성 질환 모델의 NEFA 및 LCAT 활성 조절작용에 관한 연구)

  • Kim, Han-Soo;Kim, Min-A;Jang, Seong-Ho;Kang, Dong-Soo;Kang, Jin-Soon;Lee, Won-Ki;Lee, Chun-Sik
    • Journal of Environmental Science International
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    • v.22 no.4
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    • pp.463-469
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    • 2013
  • This study was conducted to investigate the effects of the Cordyceps militaris extract on the improvement of the glucide metabolism in serum of streptozotocin (STZ, 50 mg/kg BW, IP injection)-induced diabetic rats (SD strain, male) fed the experimental diets for 5 weeks. Concentrations of creatinine, lipid peroxide and NEFA in sera were significantly higher in the STZ-induced diabetic group (group DMG) and STZ+Cordyceps militaris extract administration group (group DMS) than those in the control group (group BD). However, the concentrations of creatinine, lipid peroxide and NEFA in sera were reduced in the group DMS than those in the group DMG. The activity of creatine phosphokinase (CPK) in serum was lower in the group DMS than in the group DMG. The activity of LCAT in serum was increased in the group DMS (Cordyceps militaris extract administration) than in the group DMG. The results indicate that Cordyceps militaris extract were effective in the improvement of the glucide metabolism in the sera of STZ-induced diabetic rats.

Landscape Awareness Survey for Improvement of Urban Landscape in Yong-in city - Focusing on Residents, Government Officials, and Developers- (용인시 도시경관 개선을 위한 경관의식 조사 - 시민, 공무원, 개발사업자를 대상으로 -)

  • Sung, Hyun-Chan
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.6 no.6
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    • pp.1-13
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    • 2003
  • This study aims at conducting an awareness survey of three parties, namely, citizens, government officials, and developers for improvement of urban landscape and, based on the survey result, to suggest a direction to develop a landscape plan for improvement of urban landscape of Yong-in city in the future. The summary of this study is as follows. First, in case of Yong-in, the main drivers of forest landscape destruction were "residential complexes developed for apartment buildings" and "golf courses", the driver of river landscape damage was "the status of cleanliness of riverside and poor facilities", the driver of roadside landscape damage was "construction sites" that completely eliminate original natural landscape in both citizen and government official groups. When granting development-related approvals in the future, appropriate actions should be prepared such as developing a landscape management guideline or including a landscape plan in advance to assure plans and designs fully reflecting landscape. Second, citizens' commitment to participate in urban landscape creation and improvement was rated high at even willing to tolerate regulations including restriction of property rights. In the future, landscape improvement programs allowing resident participation should be developed proactively. The roles of government officials include preparing various criteria at a city level and convincing and guiding citizens to initiate landscape improvement project together with citizens and developers through proactive efforts by government officials. Third, the role of developers would be to realize development projects conserving local environment and/or harmonizing with local natural environment before preparing a development plan or launching construction rather than offering various considerations after executing development projects.

Molecular Application in Psychiatry (정신과의 분자생물학 적용)

  • Choi, Ihn-Geun
    • Korean Journal of Biological Psychiatry
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    • v.7 no.2
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    • pp.115-122
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    • 2000
  • The development of molecular biology has brought many changes in psychiatry. Molecular biology makes us possible to know the cause of mental disorders that provide the way to prevent the disorders, and to develop various accurate diagnostic and treatment methods for mental disorders. The author discusses the concept, cause, and treatment of mental disorders in the aspect of molecular biology. Importing the methods of molecular biology into psychiatry, we can anticipate to get a number of the goals of psychiatric genetics, including identification of specific susceptibility genes, clarification of the pathophysiological processes whereby these genes lead to symptoms, establishment of epigenetic factors that interact with these genes to produce disease, validation of nosological boundaries that more closely reflect the actions of these genes, and development of effective preventive and therapeutic interventions based on genetic counseling, gene therapy, and modification of permissive or protective environmental influences. In addition to their capacity to accelerate the discovery of new molecules participating in the nervous system's response to disease or to self-administered drugs, molecular biological strategies can also be used to determine how critical a particular gene product may be in mediating a cellular event with behavioral importance. Molecular biology probably enables us discover the environmental factors of mental disorders and allow rational drug design and gene therapies for mental disorders, by isolation of gene products that facilitate a basic understanding of the pathogenesis of these disorders. A specific genetic linkage may suggest a novel class of drugs that has not yet been tried. With respect to gene therapy, the hypothetical method would use a gene delivery system, most likely a modified virus, to insert a functional copy of a mutant gene into those brain cells that require the gene for normal function.

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Characteristics of Aerosol Mass Concentrations and Size Distribution Measured at Anheung, Korea (서해안 안흥에서 관측된 에어로솔의 농도 변화 및 크기분포 특성)

  • Lee, Kwon-Ho;Lee, Kyu-Tae;Kim, Jung-Ho;Mun, Gwan-Ho;Ahn, Joon-Mo
    • Journal of Korean Society for Atmospheric Environment
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    • v.34 no.5
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    • pp.677-686
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    • 2018
  • An intensive measurement was conducted to study the mass and number concentrations of atmospheric aerosols in Anheung ($36.679^{\circ}N$, $126.186^{\circ}E$), the west coastal measurement site of Korea during December 2017~April 2018. To evaluate relationships between the aerosols and meteorological parameters, comparisons of Optical Particle Counter (OPC) measured data and Auto Weather System (AWS) data were performed. Measured PM mass concentrations are $PM_{10}=42.814{\pm}30.103{\mu}g/m^3$, $PM_{2.5}=29.674{\pm}25.063{\mu}g/m^3$, $PM_1=28.958{\pm}24.658{\mu}g/m^3$, respectively. The PM ratios showed that the $PM_{10}$ concentrations contained about 67.8% of $PM_{2.5}$, while most part of $PM_{2.5}$ was $PM_1$ (about 97.1%). Timely collocation with AWS data were performed, exploring relations with the PM concentrations. PM concentrations can be explained by wind direction and relative humidity conditions. The significant reductions of fine particles in mass and number concentrations may attribute to actions on particle growth and wet removal. In these results, we suppose that the aerosol concentrations and size distributions are affected by inflow direction and air mass sources from the origin.

Effect of L-Ascorbic Acid on the Mutagenicity of Aflatoxin B$_1$ in the Salmonella Assay System (Salmonella Assay System에 있어서 Aflatoxin B$_1$의 돌연변이 유발성에 미치는 L-Ascorbic Acid의 영향)

  • 박건영;권미향;최홍식;백현숙
    • Environmental Mutagens and Carcinogens
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    • v.8 no.1
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    • pp.13-21
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    • 1988
  • Mutagenic actions of aflatoxin B$_1$ (AFB$_1$) in the presence of various concentrations of L-ascorbIc acid (AA) in Salmonella typhimurium strains TA 100 and TA98 were studied. Spontaneous revertants per plate of the tester strains TA100 and TA98 were 121-125 and 25-30 with or without S9 mix, respectively. The negative controls used in the study did not show any mutagenesis in the tester strains. AFB$_1$ revealed strong mutagenicity at the dose levels of 0.05, 0.1 and 0.25 ${\mu}$g/plate with metabolic activation system in both strains. However, it showed a toxic effect when the levels were more than 0.5 ${\mu}$g/plate. When lower concentrations of AA (5-20 ${\mu}$g/plate) were added to AFB$_1$ in the Ames assay system with S9 mix the mutagenic action of AFB$_1$ decreased in both strains. About 70-90% of mutagenicity of AFB$_1$ disappeared in strain TA100 when 20${\mu}$g of AA was added to 0.05 ${\mu}$g of AFB$_1$. The inhibitory effect was greatly increased by the addition of higher concentrations of AA to AFB$_1$ in TA100 strain. The mutagenicity of AFB$_1$ was completely inhibited when 100 ${\mu}$g and 500 ${\mu}$g of AA were added to 0.05 ${\mu}$g and 0.1 ${\mu}$g of AFB$_1$, respectively, However, this protective effect of AA on AFB$_1$ mediated mutagenesis was less effective in TA98 strain than that in TA100.

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Physical activity promotion through active living environments (활동적 생활환경 조성을 통한 신체활동증진)

  • Koh, Kwang-Wook;Kim, Hye-Sook;Lee, Myoung-Soon;Kang, Min-Jung;Kim, Keon-Yeop;Kim, Eun-Jung;Kim, Hyun-Jun;Lee, Bu-Ouk;Koh, Sung-Hyun
    • Korean Journal of Health Education and Promotion
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    • v.33 no.4
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    • pp.55-65
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    • 2016
  • Objectives: Members of Korean Healthy Cities Partnership(KHCP) has increased rapidly since 2006 and adopted Active Living Environments(ALE) as common theme in 2015. Academic definition and categorization, needs assessment and operational planning for making active living environments were required from KHCP. Methods: Literatures review, survey to members of KHCP, specialist discussion and consultation with members of KHCP have been done from October of 2015 to February of 2016. Results: ALE included humane(social networks), physical and political resources. Three categories and 13 items for ALE were identified. Present actions among member cities were variable and especially immature in physical environments. Indicators for ALE were not secured stably. Requirements for policy and physical environmental approach and adolescent programme were high. Priority areas for education and technical assistance were master planning, guideline and case, program and policy development, partnership development, and networking among cities. Representative projects among member cities were somewhat different from ideal models. Conclusions: Policy and environmental approaches needs to be reinforeced systemically for members of KHCP including securing stable indicators. More education and technical assistance also needed sustainably.