Combining life cycle assessment with data science to inform portfolio-level value-chain engineering: A Case Study at PepsiCo Inc.

Social Sciences

• life cycle assessment 100%
• value chain 77%
• engineering 38%
• firm 33%
• costs 30%
• environmental impact 30%
• performance 29%
• life cycle 21%
• full-time employee 15%
• energy 14%
• Water use 14%
• product design 13%
• methodology 10%
• fee 10%
• manufacturing 9%
• uncertainty 8%
• scenario 7%
• efficiency 7%
• planning 6%
• time 3%
• Group 3%

Earth & Environmental Sciences

• life cycle 52%
• science 42%
• engineering 40%
• firm 35%
• indicator 32%
• product 31%
• environmental impact 21%
• cost 19%
• annual plant 13%
• fee 10%
• carbon footprint 10%
• methodology 10%
• cost-benefit 10%
• uncertainty analysis 9%
• energy 8%
• water use 8%
• greenhouse gas emissions 8%
• manufacturing 7%
• planning 5%
• material 3%
• distribution 3%
• effect 2%
• method 2%