• Title/Summary/Keyword: Recycling model

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Implementation of Image Learning Model for Recycling (분리수거를 위한 리사이클링 봇 이미지데이터 학습모델 구현)

  • Noh, Yujeong;Shin, Boksuk
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.527-529
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    • 2021
  • This paper focuses on the implementation of machine learning model for Recycling bot, which is a platform service of recycling education. The recycling bot applied with a AI model using collected image set. The experiment confirms that classified by the model result are accurate.

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Research on Consumer Behavioral Intention in Express Packaging Recycling

  • YI, Shan;DUO, Wang Yi
    • The Journal of Industrial Distribution & Business
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    • v.13 no.10
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    • pp.9-14
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    • 2022
  • Purpose: With the rapid development of China's e-commerce industry, the express delivery industry is also advancing by leaps and bounds. While express brings convenience to people's life, a large number of express packages are disposed of at will, which not only increases a large amount of domestic waste, but also causes environmental pollution and waste of resources. Therefore, express packaging recycling has become a consensus in all fields of society. Research design, data and methodology:According to the characteristics of express packaging recycling, other variables were introduced into the TPB model proposed by AJZEN, and based on previous literature research and research assumptions, a model of influencing factors of consumer behavior in express packaging recycling was constructed. Results: The results show that in addition to reward factors, other factors have a significant positive impact on the respondents' willingness to recycling. Conclusions: In order to enhance consumers' willingness to recycle express delivery and effectively carry out express packaging recycling, the following suggestions are put forward: the government should formulate a comprehensive express delivery recycling policy, strengthen policy publicity, and standardize consumers' express packaging recycling behavior. Improve consumers' awareness of express packaging recycling, and promote the increase in the scale of express packaging recycling.

Current Recycling Status of End-of-Life Vehicles(ELV) and Proposal of Recycling System Model (자동차(自動車)리싸이클링의 현황(現況)과 리싸이클링모델의 제시(提示))

  • Oh, Jae-Hyun;Kang, Jung-Ho
    • Resources Recycling
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    • v.16 no.1 s.75
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    • pp.15-27
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    • 2007
  • The Korean Auto industry has developed remarkably over the past 30 years. In 2005 alone, Korea produced 3.7 million vehicles, and the number of vehicles registered surpassed the 15 million marks. The rapid growth in registration, however, has given increasing problems to the traffic congestion and the environmental pollution. The system for handling of ELV in Korea is governed by the 'Motor management law'. The law places the responsibility for vehicle scrapping directly on the vehicle owners. The take-back rate of ELV reaches nearly 100% in Korea since 1987. To further entourage recycling, the government introduced the extended producer responsibility system(EPRS) starting January 1, 2003, which imposes waste recycling obligations on producers or importers. According to the system, producers must recycle home appliances and packaging materials. This system, however, did not involve the automobiles. In 2006, the automobiles recycling law is under preparing now by the government. This article is concerning current status for End-of-Life vehicle's recycling and the recycling system model for advanced ELV industries in Korea.

Management of Recycling-Oriented Manufacturing Components Based on an MCDM Model (MCDM 모델을 이용한 재활용 제조부품 관리)

  • Shin, Wan-S.;Oh, Hyun-Joo
    • Journal of Korean Institute of Industrial Engineers
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    • v.22 no.4
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    • pp.589-605
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    • 1996
  • Recycling of used products and components has been considered as one of promising strategies for resolving environmental problems. In this respect, most manufacturing companies begin to consider possible recycling (e.q., reuse or re-production) of the components contained in their products. The primary objective of this research is to develop a multiple criteria decision making model for systematic management of recycle-oriented manufacturing components. The production planning problem of recycle-oriented manufacturing components is first formulated as a multiobjective mixed 0-1 integer programming model with three conflicting objectives. An interactive multiple criteria decision making method is then developed for solving the mathematical model. Also, an Input/Output analysis software is developed to help practitioners apply the model to real problems without much knowledge on computers and mathematical programming. A numerical example is used in examining the validity of the proposed model and to investigate the impact of the input variables on recycling production strategy.

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Business Models Considering Recycling of Footwear (신발의 재활용을 고려한 비즈니스 모델)

  • Song, Hyun-Su;Moon, Kwang-Sup;Mok, Hak-Soo
    • Resources Recycling
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    • v.26 no.5
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    • pp.105-111
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    • 2017
  • In this paper, a business model for recycling of shoes that has been landfilled and incinerated despite the existence of the remaining life of shoes has been proposed. Element and framework was derived to construct a business model for shoe recycling. Based on the derived elements and framework, the business model suggested will be able to build up a new business area in the footwear industry, and it can minimize consumer's household spending and reduce environmental pollution caused by landfill and incineration.

Recycling System and Recycling Strategy for End of Life Vehicles in Korea (변혁기(變革期)의 한국(韓國) 자동차(自動車)리싸이클링시스템과 발전과제(發展課題))

  • Oh, Jae-Hyun;Kim, Joon-Soo;Moon, Suk-Min;Min, Ji-Won
    • Resources Recycling
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    • v.20 no.2
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    • pp.16-29
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    • 2011
  • The Korea auto industry has developed remarkedly over the past 40 years and ranked up to 5th vehicles production nation in the world. In 2009 alone, Korea produced 3.5million vehicles and number of vehicles registered surpassed the seventeen million. On the other hand, 711 thousand ELV(End of Life Vehicles) were scrapped and used cars more than 265 thousand were exported. In the year 2009, 568 thousand tons of iron, 46 thousand tons of aluminum and 7 thousand tons of copper were recovered from ELV in Korea. Recycling ratio of ELV is approaching 95% by using ASR(Automobile Shredding Residue) as a fuel at cement kiln. Korea has enacted the automobile recycling law in 2007 and enforced it from January 2009, actually. However, the law has not been managed smoothly due to delays in the construction of infrastructure and the existence of a hostile monitoring system. In this regard, a revision and supplement program focused on recycling fee on the automobile recycling law is running under the ministry of environment now. Here, a recycling model for enhancing ELV recycling is suggested.

Inventory Management Practices Approach to Reverse Logistics

  • Wang, Dja-Shin;Koo, Tong-Yuan
    • Industrial Engineering and Management Systems
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    • v.9 no.4
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    • pp.303-311
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    • 2010
  • In the last few years growing interest has been dedicated to supply chain management. Modeling complexity is added to supply chain coordination problem by accounting for reverse logistics activities. The objective of this paper is to extend inventory model of manufacturing factory with respect to the production of raw material of forward logistics and recycling material of reverse logistics. The proposed model is applied to a plastic recycling process plant located in Taiwan. The case study improvement scheme shows when the recycling rate of recycling material increases from 15% to 50%, the total inventory cost of manufacturing factory decreases by 12.82%, safety stock volume decreases by 41.19% and the reorder quantity is down by 50.96%. This paper finds whether the results of the model can reach the economic profit through quantitative analysis and encourages companies integrate reverse logistics into the supply chain system.

A Study on the Optimal Method for recycling the Waste Electronics' Reverse Logistics (폐전자제품 회수물류 최적화 연구)

  • Lee, Seok Kee;Roh, Jae-Whak;Cho, Yeong Bin
    • International Commerce and Information Review
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    • v.16 no.4
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    • pp.171-190
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    • 2014
  • A short consumption cycle caused by the technological development and the diversification of customer lead to both the dynamic growth of the industry and the waste recycling issue at the same time. Including Korea, the situation is particularly worrisome in some countries, such as India and China, where acute environmental hazards have resulted from a combination of a lack of recycling centers' capacity and the domination of a large backyard recycling sector. A study about to maximize the current recycling center efficiency with minimal changes is required. In this study, we suggest the optimal location selection method for the recycling center based on the well-known reverse logistics cost minimization model. An actual recycling data about a specific electronic equipment and region in Korea are used for the verification of the method suggested.

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