A new method of patent analysis to support prospective life cycle assessment of eco-design solutions

可比性 生命周期评估 质量(理念) 计算机科学 可靠性(半导体) 过程(计算) 产品(数学) 生产(经济) 一致性(知识库) 可靠性工程 持续性 数据提取 模块化设计 风险分析(工程) 工程类 数学 业务 经济 人工智能 哲学 梅德林 法学 宏观经济学 生态学 生物 操作系统 功率(物理) 几何学 认识论 量子力学 政治学 物理 组合数学
作者
Christian Spreafico,Daniele Landi,Davide Russo
出处
期刊:Sustainable Production and Consumption [Elsevier BV]
卷期号:38: 241-251 被引量:76
标识
DOI:10.1016/j.spc.2023.04.006
摘要

Prospective life cycle assessment (LCA) was introduced with the goal to evaluate the environmental sustainability of eco-design solutions (i.e., ideas, prototypes, immature products, emerging technologies) prospectively rather than existing products, at the present time, as in traditional LCA. The main difference lies in the inventory, which is foreground and is based solely on the extraction of data from prospective documents, including patents, although this task, is tricky and can make the final result uncertain. This study proposes a systematic method to collect all the flows about a specific function of the product lifecycle from patent literature for building the foreground inventory of prospective LCA, ensuring comparability, data quality and scale-up. This was done by studying the intersections between patent analysis techniques and LCA requirements for reducing the uncertainty, prescribed by ISO 14040, ISO 14044, Pedigree Matrix and Data Quality Indicators for Life Cycle Inventory Data. The application of the proposed method to a case study related to the production of titanium powders using an innovative process revealed its main advantages in collecting patents and extracting data. Patent search recall and precision are increased. Patents are filtered by seeking a trade-off to ensure time consistency and avoid anomalous fluctuations in the data resulting from predatory patenting strategies. Data reliability and significance are controlled. Results can be expressed without levelling them around the average value, but adding time evolution and forecasting considerations. For example, the global warming potential (GWP) of the innovative process is 1.5 % lower than the GWP of the current process, considering the average patent data of the last 10 years. In addition, this value showed a 1 % increase for each year.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
酷炫若枫完成签到,获得积分10
1秒前
无极微光应助冯冯采纳,获得20
1秒前
悦耳白山发布了新的文献求助10
2秒前
王一二发布了新的文献求助30
3秒前
纯情的匕完成签到 ,获得积分10
3秒前
4秒前
5秒前
5秒前
蝴蝶兰完成签到,获得积分10
5秒前
贾学冲发布了新的文献求助10
6秒前
孤独的根号三完成签到,获得积分10
6秒前
8秒前
chloe发布了新的文献求助10
9秒前
hvivi6发布了新的文献求助10
9秒前
111发布了新的文献求助10
9秒前
9秒前
9秒前
10秒前
siijjfjjf完成签到 ,获得积分10
11秒前
吃猫的鱼发布了新的文献求助10
11秒前
11秒前
噫嘘唏发布了新的文献求助10
11秒前
xiaoyi完成签到,获得积分10
11秒前
冰糖葫芦娃完成签到,获得积分10
12秒前
12秒前
12秒前
xhy发布了新的文献求助30
13秒前
王一二完成签到,获得积分10
14秒前
14秒前
空心阁人完成签到,获得积分10
14秒前
初夏发布了新的文献求助10
14秒前
zard发布了新的文献求助10
14秒前
15秒前
15秒前
小兵发布了新的文献求助20
17秒前
student完成签到,获得积分10
17秒前
tsd完成签到,获得积分10
18秒前
充电宝应助收手吧大哥采纳,获得10
18秒前
18秒前
dxfh发布了新的文献求助10
18秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7265987
求助须知:如何正确求助?哪些是违规求助? 8886895
关于积分的说明 18783184
捐赠科研通 6943380
什么是DOI,文献DOI怎么找? 3203041
关于科研通互助平台的介绍 2376092
邀请新用户注册赠送积分活动 2178906