DeltaLCA: Comparative Life-Cycle Assessment for Electronics Design

被引:1
作者
Zhang, Zhihan [1 ]
Hahnlein, Felix [1 ]
Mei, Yuxuan [1 ]
Englhardt, Zachary [1 ]
Patel, Shwetak [1 ]
Schulz, Adriana [1 ]
Iyer, Vikram [1 ]
机构
[1] Univ Washington, Paul G Allen Sch Comp Sci Engn, Seattle, WA 98195 USA
来源
PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT | 2024年 / 8卷 / 01期
关键词
Sustainable Computing; Life Cycle Assessment; Domain-Specific Heuristics; Linear Programming; TECHNOLOGY; INVENTORY;
D O I
10.1145/3643561
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Reducing the environmental footprint of electronics and computing devices requires new tools that empower designers to make informed decisions about sustainability during the design process itself. This is not possible with current tools for life cycle assessment (LCA) which require substantial domain expertise and time to evaluate the numerous chips and other components that make up a device. We observe first that informed decision-making does not require absolute metrics and can instead be done by comparing designs. Second, we can use domain-specific heuristics to perform these comparisons. We combine these insights to develop DeltaLCA, an open-source interactive design tool that addresses the dual challenges of automating life cycle inventory generation and data availability by performing comparative analyses of electronics designs. Users can upload standard design files from Electronic Design Automation (EDA) software and the tool will guide them through determining which one has greater carbon footprints. DeltaLCA leverages electronics-specific LCA datasets and heuristics and tries to automatically rank the two designs, prompting users to provide additional information only when necessary. We show through case studies DeltaLCA achieves the same result as evaluating full LCAs, and that it accelerates LCA comparisons from eight expert-hours to a single click for devices with similar to 30 components, and 15 minutes for more complex devices with similar to 100 components.
引用
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页数:29
相关论文
共 54 条
[1]   Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters [J].
Acun, Bilge ;
Lee, Benjamin ;
Kazhamiaka, Fiodar ;
Maeng, Kiwan ;
Gupta, Udit ;
Chakkaravarthy, Manoj ;
Brooks, David ;
Wu, Carole-Jean .
PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2023, 2023, :118-132
[2]  
Amazon, 2023, Product Sustainability Fact Sheet Fire HD 10 Tablet 32GB 13th Gen
[3]  
Amazon, 2023, Amazon Devices Product Carbon Footprint Methodology
[4]  
Andrae A.S.G., 2015, Challe., V6, P117, DOI [10.3390/CHALLE6010117, DOI 10.3390/CHALLE6010117]
[5]   Life-Cycle Assessment of Consumer Electronics A review of methodological approaches [J].
Andrae, Anders S. G. .
IEEE CONSUMER ELECTRONICS MAGAZINE, 2016, 5 (01) :51-60
[6]  
Apple, 2023, Product Environmental Report Apple Watch Series 9
[7]  
Apple, 2022, Product Environmental Report iPhone 14 Pro
[8]  
Apple, 2023, Product Environmental Report: iPhone 15 Pro and iPhone 15 Pro Max
[9]  
Apple, 2020, Product Environmental Report 13-inch MacBook Pro
[10]   A Tale of Two Mice: Sustainable Electronics Design and Prototyping [J].
Arroyos, Vicente ;
Viitaniemi, Maria ;
Keehn, Nicholas ;
Oruganti, Vaidehi ;
Saunders, Winston ;
Strauss, Karin ;
Iyer, Vikram ;
Nguyen, Bichlien H. .
EXTENDED ABSTRACTS OF THE 2022 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2022, 2022,