• 제목/요약/키워드: life cycle impact assessment

검색결과 248건 처리시간 0.036초

개념 설계 단계에서 인공 신경망과 통계적 분석을 이용한 제품군의 근사적 전과정 평가 (Approximate Life Cycle Assessment of Classified Products using Artificial Neural Network and Statistical Analysis in Conceptual Product Design)

  • 박지형;서광규
    • 한국정밀공학회지
    • /
    • 제20권3호
    • /
    • pp.221-229
    • /
    • 2003
  • In the early phases of the product life cycle, Life Cycle Assessment (LCA) is recently used to support the decision-making fer the conceptual product design and the best alternative can be selected based on its estimated LCA and its benefits. Both the lack of detailed information and time for a full LCA fur a various range of design concepts need the new approach fer the environmental analysis. This paper suggests a novel approximate LCA methodology for the conceptual design stage by grouping products according to their environmental characteristics and by mapping product attributes into impact driver index. The relationship is statistically verified by exploring the correlation between total impact indicator and energy impact category. Then a neural network approach is developed to predict an approximate LCA of grouping products in conceptual design. Trained learning algorithms for the known characteristics of existing products will quickly give the result of LCA for new design products. The training is generalized by using product attributes for an ID in a group as well as another product attributes for another IDs in other groups. The neural network model with back propagation algorithm is used and the results are compared with those of multiple regression analysis. The proposed approach does not replace the full LCA but it would give some useful guidelines fer the design of environmentally conscious products in conceptual design phase.

LCA 기반 PSC 교량의 환경부하 특성분석에 대한 연구 (An Analysis of the Characteristics of Environmental Impact for PSC Beam Bridges using Life Cycle Assessment)

  • 조남호;윤원건;이완렬;김경주
    • 대한토목학회논문집
    • /
    • 제36권2호
    • /
    • pp.297-305
    • /
    • 2016
  • 2015년부터 한국에서 시행된 "탄소배출권 거래제"로 인해 각 분야에서 환경문제에 대응하고자 하는 움직임이 커지고 있다. 특히 환경부하량의 정확한 산출이 어려운 건설 분야에서는 ISO 14040 Series의 LCA (Life Cycle Assessment)를 적용하여 환경부하량을 산출하고자 하는 움직임이 지속되고 있다. 본 연구에서는 PSC beam 교량의 시공중 발생하는 환경부하량을 전과정 평가(Life Cycle Assessment, LCA) 방법론을 기반으로 분석하였다. 총 34개의 교량을 대상으로 분석한 결과, 건설 자재별 환경부하량은 레미콘(53.3%), 선재(9.6%), 철근(7.8%), 시멘트(6.8%) 합판(5.5%), 에너지(5.2%) 순으로 도출되었으며, 환경 범주별 환경부하량은 지구온난화(45.5%), 자원고갈(30.4%), 인체독성(10.5%), 광화학산화물생성(8.9%) 순으로 도출되었다. 향후 LCA를 기획 및 설계 단계에서 도입한다면, 환경부하를 고려한 의사결정을 수행할 수 있을 것으로 기대된다.

종이제품의 청정생산을 위한 LCA기법의 적용 (Application of Life Cycle Assessment for Cleaner Production of Paper Products)

  • 황용우;조병묵;김형진;박광호
    • 한국펄프종이공학회:학술대회논문집
    • /
    • 한국펄프종이공학회 2002년도 추계학술발표논문집
    • /
    • pp.228-233
    • /
    • 2002
  • In this study, Life Cycle Assessment method has been carried out the Corrugated board box in considering environmental aspects by quantifying the environmental emission and assessing its environmental impact potential. The system boundary in this study is selected from cradle to gate stage(raw material acquisition, raw material production and product manufacturing) of the paper product. To evaluate the environmental impact potential, impact categories are divided into 8 categories. As a results, abiotic resource depletion of the impact categories has the largest contribution to the total impact potential as 31.02% of total, Next were continued ecotoxicity having a contribution of 27.17%. In the life cycle, environmental impacts from law material production stage were contributed largely as 80.78%.

  • PDF

Status of Environmental Life Cycle Assessment (LCA): Case study of South Korea

  • Odey, Golden;Adelodun, Bashir;Kim, Sang Hyun;Choi, Kyung Sook
    • 한국수자원학회:학술대회논문집
    • /
    • 한국수자원학회 2021년도 학술발표회
    • /
    • pp.455-455
    • /
    • 2021
  • The Life Cycle Assessment (LCA) as an environmental impact assessment tool has received increasing attention over the years. Unlike the water footprint (WF) and carbon footprint (CF) assessments whose focus is only on a single environmental aspect, the LCA systematically analyzes the different impacts along the entire life cycle, making possible the identification of potential environmental tradeoffs. In Korea, LCA has drawn much attention from both industry and academia since the mid-90s. However, the level of Korea-related LCA studies with respect to different sectors in the past 20 years has not been analyzed. This study, therefore, sought to assess the status of environmental Life Cycle Assessment (LCA) studies in Korea, with a view to understanding the current level of sustainability reporting and identify potential research gaps. Online searches of English written articles published between 2000 and 2019 were conducted on Google, Google scholar, Scopus, and Web of Science databases using the Keywords "life cycle assessment", "lca", and "Korea." At the end of the search, about 88 LCA related studies were identified for Korea within the study period. Majority of these studies focused on the construction (49%) and energy (31%) sectors with fewer environmental studies on the transportation (9%), manufacturing (8%), agriculture (2%), and information and communication (1%) industries. Based on publication trend, results show that LCA studies in Korea have been on the rise in the past 20 years, even though the number of publications has not followed a constant pace. In comparison with the economic sectors of the country, reports show an inadequacy in the coverage of major industries of growing economic relevance like the tourism, health, and agriculture, suggesting a need to further increase and improve LCA related studies in these sectors.

  • PDF

국내 폐자동차 처리시스템에 대한 전과정평가 (Life Cycle Assessment on the End-of-Life Vehicle Treatment System in Korea)

  • 홍석진;정기모;홍존희;윤주호;허탁
    • 한국자동차공학회논문집
    • /
    • 제13권6호
    • /
    • pp.105-112
    • /
    • 2005
  • This study aims at evaluating the environmental impacts stemmed from the End-of-Life Vehicle(ELV) treatment systems in Korea, using Life Cycle Assessment(LCA) method. In this study, both environmental burden from the ELV dismantling process & recycling processes and environmental benefit which were derived from the avoided environmental impacts by substituting recycled materials for virgin materials were considered. First of all, the key issues which were defined as the environmental aspects that account for more than $1\%$ out of the total environmental impacts were identified from the Life Cycle Impact Assessment(LCIA). $CO_2$, crude oil, natural gas, coal, etc. were found out to be the key issue parameters. From the LCI Analysis and LCIA studies, it was shown that the significant environmental aspects were related with the recycling process of ferro scrap, the shredding process of compressed car bodies and the dismantling process of end-of-life engines. In particular, the recycling process of ferro scrap has the most significant effects on the environmental impacts of the ELV treatment systems. Based on these results, it is recommended to improve the recycling process of ferro scrap in order to make the ELV treatment systems more environmentally sound.

에너지자원의 이산화탄소 배출량과 비용의 상관관계 분석과 전과정평가 (Correlation Analysis on $CO_2$ Emission and Cost of Energy Resources and Life Cycle Assessment)

  • 김희태;김은철;안태규
    • 한국신재생에너지학회:학술대회논문집
    • /
    • 한국신재생에너지학회 2010년도 춘계학술대회 초록집
    • /
    • pp.153-153
    • /
    • 2010
  • The world is moving towards a post-carbon society and needs clean and renewable energy for sustainable development. There are many methodological approaches which are helping this shift based on analyzed data about energy resources and which focus on limited types of energy including liquid fossil, solid fossil, gaseous fossil, and biomass (e.g. IPCC Guidelines, ISO 14064-1, WRI Protocol, etc.). We should also consider environmental impact (e.g. greenhouse gas emissions, water use, etc.) and the economic cost of the renewable energy to make a better decision. Recently, researchers have addressed the environmental impact of new technologies which include photovoltaics, wind turbines, hydroelectric power, and biofuel. In this work, we analyze the environmental impact with a carbon emission factor to present a correlation between $CO_2$ emission and the cost of energy resources standardized by the energy output. In addition, we reviewed Life Cycle Assessment (LCA) as another methodology. Researchers who are studying energy systems have ignored the impacts of entire energy systems, e.g. the extraction and processing of fossil fuels. In power sector, the assessment should include extraction, processing, and transportation of fuels, building of power plants, production of electricity, and waste disposal. Therefore LCA could be more suitable tool for energy cost and environmental impact estimation.

  • PDF

지속가능한 도시기반시설 건설을 위한 잠재적 환경영향 발생 특성 평가 - 하수처리시설, 하수관거, 방수로를 중심으로 - (The Environmental Impact Assessment for Sustainable Urban Infrastructure Construction - A Case Study on Wastewater Treatment Plant, Sewerage System and Tailrace -)

  • 박광호;김창희;황용우
    • 상하수도학회지
    • /
    • 제20권6호
    • /
    • pp.919-926
    • /
    • 2006
  • In this study, environmental impact assessments of wastewater treatment plant (WWTP), sewerage system, and tailrace were performed using LCA methodology. The life cycle stages were divided into 3 categories; construction stage, maintenance stage and demolition & disposal stage. As a tool of impact assessment, Ecoindicator99 containing fate analysis, exposure & effect analysis and damage analysis, was used. As tile results of WWTP LCA, more than 80% of environmental impact was produced from maintenance stage. On the other hand, most of environmental impact was produced from construction stage in the case of tailrace and sewerage system construction.

전과정평가 도입을 통한 농업환경영향 평가 (Environmental Impact Assessment of Agricultural Systems Using the Life Cycle Assessment)

  • 심교문;정지선;소규호;임송택;노기안;김건엽;정현철;이덕배
    • 한국토양비료학회지
    • /
    • 제43권2호
    • /
    • pp.237-241
    • /
    • 2010
  • 전 세계적으로 지구온난화의 원인인 대기 중 온실가스 농도를 감축하는 여러 정책들이 모든 산업을 망라하여 추진되고 있다. 식량안보라는 특수성은 있지만, 농업도 예외는 아니다. 이런 취지에서 최근에 농산물의 전체 생산과정에서 발생하는 탄소배출량을 산정하고, 이를 토대로 탄소배출량이 적은 농산물 생산방식을 도입하고자 하는 요구가 증가하고 있다. LCA 도구를 농업분야의 환경평가에 적용한 해외 연구 사례들을 살펴보면, 스위스는 Ecoinvent가 주축이 되어 농작물, 농업기반시설, 농자재, 농기계 등 농축산 전반에 대한 LCI D/B를 구축하여 제공하고 있고, 우리와 농업시스템이 유사한 일본은 산업연관분석을 이용하여 농업을 위한 Top-down 방식의 LCA 수행 방법론을 개발하였으며, 이를 농작물 생산 방식에 따라 평가하고 농업분야에 대한 영향평가 방법론과 가중치를 개발하였다. 반면에 국내의 LCA를 통한 농업환경영향평가는 출발 단계에 있다. 따라서 농업환경에 있어 주요 인자인 비료 및 농약에 대한 환경영향을 평가하고 이를 위한 국내 비료와 농약의 흐름 모델링, 방법론 개발이 요구되며, 국내 농업 시스템을 반영한 기타 농자재, 농기계 및 농업기반시설에 대한 환경영향평가 역시 수행되어야 한다.

가축분뇨 처리 시스템에 대한 전과정평가 방법을 적용한 환경영향 평가 (Evaluation of Environmental Impact with Application of the Life Cycle Assessment Method to Swine Waste Treatment Systems)

  • 신중두;이선일;박우균;홍승길;최용수
    • 유기물자원화
    • /
    • 제21권3호
    • /
    • pp.64-73
    • /
    • 2013
  • 가축분뇨 처리시스템에 대한 환경영향을 분석하기 위하여 전과정 평가방법을 적용하였다. 전과정평가의 첫 번째 부분은 사용될 분석 항목을 구성하는 것으로, 가축분뇨 처리시스템에 대한 유입 및 배출에 대한 항목이다. 전과정 영향평가를 위한 다음 단계로서 전체 환경부하를 최종적으로 하나의 지수로 통합하기 위하여, 특정 항목에 대한 자료를 취합하고 분석하는 것이다. 전과정 영향평가를 위해, Eco-indicator 95 방법은 체계화 되었으며, 규칙적으로 적용된 영향평가 방법이기 때문에 선택하였다. 전과정 영향 분석을 위한 실례로서 호기 및 혐기소화 시스템과 같은 두 종류의 돈분 처리시스템을 선정하였다. 돈 분뇨 처리시스템에 대한 농업환경영향을 평가한 항목을 확립하였고, 혐기소화시스템에서는 전 인산 배출이 높았으며, 호기소화시스템에서는 이산화탄소 배출이 높은 것으로 관측되었다. 돈분 1ton을 처리하는데 관련된 돈분처리시스템에 대한 환경영향 평가에서 Eco-indicator 수치에 따르면, 호기소화 시스템에 있어 지구온난화 및 토양산성화에서 음의 지수를 보인 반면 혐기소화시스템은 수계 부영양화 부분에서 비교적 높은 양의 지수를 보였다.

관개용 저수지 농업용수의 국가 전과정 목록분석 데이터베이스 구축 (Development of National Life Cycle Inventory Database on Irrigation Water by Agricultural Dam)

  • 김영득;박필주
    • 한국농공학회논문집
    • /
    • 제53권3호
    • /
    • pp.59-64
    • /
    • 2011
  • The objective of the study is to develop life cycle inventory (LCI) database of dam, a major facility for irrigation water supply. The types of database developed are three out of nine dams according to the size of the wate r storage capacity: two kinds larger than 500,000 $m^3$ depending on gate for discharging (Type 1) and the other dam smaller than 500,000 $m^3$ (Type 2). According to the LCI analysis, type 1 larger than 500,000 $m^3$ storage capacity with gate has the lowest environment impact in the 6 impact categories. The impact of the type 1 accounts for 7~35 % of the type 2 for supplying irrigation water. Comparing with the environment impacts of water for other uses such as drinking and industrial water, the impacts of 1 $m^3$ irrigation water supply is 4~45 % of the one for industrial water supply and 1~16 % of the drinking water's. The three types of LCI DB on the irrigation water by dams will be useful in the application of Life Cycle Assessment in agricultural products and environmental labelling including carbon footprint since it is complied to the guidelines of LCI DB constr uction issued by Ministry of Environment and Ministry of Knowledge Economy.