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Battery Storage in the United States: An Update on Market Trends July 2020 Independent Statistics & Analysis www.eia.gov U.S. Department of Energy Washington, DC 20585 This report was prepared by the U.S. Energy Information Administration (EIA), the statistical and analytical agency within the U.S. Department of Energy. By law, EIA s data, analyses, and forecasts are independent of approval by any other officer or employee of the United States Government. The views in this report therefore shou IHS Markit , states and the district , costs of the system , drivers for more information , cost of various battery , eia in the united , capacity of a system , system in the united , capacity of the battery , capacity of the generator , trends in both large-scale , capacity outside of california , states was 31-Jan-2021 auto-generated

2021 Energy & Carbon Summary 2 | 2021 Energy & Carbon Summary Table of Contents 5 11 33 39 3 EXECUTIVE SUMMARY 5 GOVERNANCE 6 Climate change risk oversight 7 Coordination and support of board committees 9 Board composition and evaluation 11 STRATEGY 12 Energy supply and demand trends 14 Considering 2oC scenarios 16 Signposts for the evolving energy landscape 17 Potential impact on proved reserves and resources 20 Positioning for a lower-carbon energy future 22 Developing and deploying scalable t IHS Markit , average of the scenarios , industry use of oil , operation in which exxonmobil , demand t t average , exxonmobil have to reduce , report and in item , emissions across its operations , percent of the world , emissions associated with production , changes to the committees , technologies such as ca 31-Jan-2021 auto-generated

Does Proxy Voting Affect the Supply and/or Demand for Securities Lending? Reena Aggarwal McDonough School of Business, Georgetown University aggarwal@georgetown.edu Jason Sturgess McDonough School of Business, Georgetown University jds224@georgetown.edu Pedro A. C. Saffi IESE Business School PSaffi@iese.edu October 2010 Abstract We use a comprehensive proprietary data set consisting of shares available to lend (supply), shares borrowed (demand), and loan fee to study the securities lending marke IHS Markit , increase around the record , supply is also low , firms with better governance , ownership and other firm , shares available to vote , increase before the record , firms with better corporate , ownership in a firm , votes associated with merger , increase in the utilization , vote is that sharehol 31-Jan-2021 auto-generated

In Collaboration with McKinsey & Company Forging Ahead A materials roadmap for the zero-carbon car C I R C U L A R C A R S I N I T I A T I V E M A T E R I A L S D E C E M B E R 2 0 2 0 Contents Foreword Letter from McKinsey & Company and the World Economic Forum Introduction 1 Automotive materials 2 The cost-effective path to materials decarbonization 2.1 The abatement cost curve: a comprehensive view for the automotive industry 2.2 Current cost-effective pathways for ICEVs and BEVs 2.3 Steel an WEF , increase in the cost , emissions from the production , emissions throughout a vehicle , materials as an industry , costs for this pathway , bevs because several levers , steel at a cost , emissions come from steel , bevs than for icevs , vehicle s overall material , economics of each pathway , mat 1-Feb-2021 auto-generated

In Collaboration with Accenture Strategy Raising Ambitions: A new roadmap for the automotive circular economy C I R C U L A R C A R S I N I T I A T I V E B U S I N E S S M O D E L S C L U S T E R D E C E M B E R 2 0 2 0 Contents Foreword Letter from Accenture Strategy and the World Economic Forum Introduction 1 In a nutshell: driving industry transformation 2 There is an urgent need for circular business models 3 Making sense of circularity: proposed definitions, measurements and levels of circu WEF , cycle km per vehicle , emissions from the production , sources in the production , bev and the production , passengers in the vehicle , component of the automotive , solution with the solution , transformation of the energy , workshops as a circularity , transformation of the car , production of n 1-Feb-2021 auto-generated

Community Paper In Collaboration with IEX Group Unlocking Capital Markets to Finance the SDGs September 2019 World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 2744 Email: contact@weforum.org www.weforum.org 2019 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information storage and retrieva WEF , information are the disclosures , investing from a risk , investing in the sdgs , investors to use responsible , information needs of capital , investment in a company , risks associated with climate , investing with a sustainability , principles and the task , project of the corporate , capital a 1-Feb-2021 auto-generated

The Road Ahead: A policy research agenda for automotive circularity C I R C U L A R C A R S I N I T I A T I V E P O L I C Y W O R K S T R E A M D E C E M B E R 2 0 2 0 Contents Foreword Letter from the World Economic Forum Introduction 1 A policy research agenda for automotive decarbonization 2 Adapting existing policy tools to circularity 3 Optimizing materials efficiency and energy consumption through mobility-as-a-service 4 Building capacity for circular materials production 4.1 Batteries 4.2 WEF , future of the electric , decarbonization of the car , emissions and the green , emissions in the global , steel used in vehicles , emissions regardless of energy , battery use or vehicle , california and some european , material s overall carbon , state of the world , emissions associated with cir 1-Feb-2021 auto-generated

Industry Agenda Electric Vehicles for Smarter Cities: The Future of Energy and Mobility In collaboration with Bain & Company January 2018 World Economic Forum 2018 All rights reserved. No part of this publication may be reproduced or Transmitted in any form or by any means, including Photocopying and recording, or by any information Storage and retrieval system. REF 020218 - case 40232 Contents 4 Preface 5 Overview 7 The vision 12 The value of the transformation 16 Recommendations for action 22 WEF , services associated with evs , fleet in the world , integration of the grid , development of the charging , transformation would instead focus , integration with other grid , evs as the cost , charging in the build , cities such as oslo , mobility such as car , services to the electricity , integr 2-Feb-2021 auto-generated

Insight Report Future of Consumption in Fast-Growth Consumer Markets: ASEAN A report by the World Economic Forum s Platform on Shaping the Future of Consumption Prepared in collaboration with Bain & Company June 2020 Contents 4 Preface 5 Executive summary 7 Introduction 7 The ASEAN macro-context 7 Four mega-forces will drive the future of consumption in ASEAN 11 Eight consumption themes to 2030, some accelerated due to COVID-19 12 Consumer spending will double, driven by ASEAN s middle-class boo WEF , online for a product , singapore is the region , technology and the future , region is the world , asean as this report , consumers will be online , companies in the world , growth in the philippines , consumption in the fast-growth , future for the region , nam and the philippines , world s next 2-Feb-2021 auto-generated

Recycling our Infrastructure for Future Generations Prepared in collaboration with Atkins Acuity Contents 3 Preface 4 Forewords 5 Executive summary 10 Context 10 Infrastructure outlook 10 Government budget constraints 14 The mismatch between investor appetite and government needs 15 Brownfield infrastructure stock 16 Public perception of private participation in infrastructure 18 Introducing infrastructure asset recycling 18 The asset recycling process 18 Step 1 Divest existing assets 20 Step 2 WEF , investors such as pension , level than at state , investors through their pension , assets through the local , benefit twice from infrastructure , capital from the fund , capital from these investors , services instead of assets , recycling is to reinvest , recycling has two steps , support for th 2-Feb-2021 auto-generated

Global Future Council on Financial and Monetary Systems The Global Financial and Monetary System in 2030 May 2018 World Economic Forum 2018 All rights reserved. No part of this publication may be reproduced or Transmitted in any form or by any means, including Photocopying and recording, or by any information Storage and retrieval system. REF 310517 This white paper has been published by the World Economic Forum as a contribution to a project, insight area or interaction. The findings, interpret WEF , develop in a global , providers of such services , interest in these developments , service to their customers , interest of their customers , payments are becoming risk , rates and the future , insurance when a global , member of the executive , development of the financial , risk in the system , 2-Feb-2021 auto-generated

Insight Report Operating Models for the Future of Consumption A Report by the World Economic Forum s System Initiative on Shaping the Future of Consumption prepared in collaboration with Accenture January 2018 Contents 3. Preface 4. Executive Summary 6. Why Do Organizations Need to Change? 8. What Will Operating Models Look Like in the Future? 19. How Can Society Achieve a Brighter Future? 24. Conclusion 25. Appendices 27. Research & Acknowledgements 29. Endnotes World Economic Forum 2018 All ri WEF , development of new workforce , intelligence is the future , executives believe that company , impact to the business , networks across new business , industries in the united , roles in the future , employee rather than company , benefits for both business , skills as the market , achieve a better 2-Feb-2021 auto-generated

Unlocking Public Sector AI AI Procurement in a Box: Project overview T O O L K I T J U N E 2 0 2 0 Contents 1 Foreword 2 Introduction 2.1 What is AI Procurement in a Box? 2.2 How did we get here? 2.3 How do you use the AI Procurement in a Box? 3 Acknowledgements 3 4 4 6 8 9 2 AI Procurement in a Box: Project overview 1 Foreword Shelby Austin Managing Partner, Growth and Investments and Omnia AI, Deloitte Sana Khareghani Head of the Office for AI, United Kingdom Government Kay Firth-Butterfield H WEF , procurement may also lead , procurement of ai technologies , sector ai ai procurement , procurement in the public , guidelines into their procurement , government of the united , guidelines for ai procurement , procurement in a box , world economic forum , procurement , economic forum , world econ 2-Feb-2021 auto-generated

System Initiative on Shaping the Future of Mobility The Known Traveller Unlocking the potential of digital identity for secure and seamless travel In collaboration with Accenture January 2018 Contents 3 4 5 7 12 14 21 23 31 36 Preface Foreword Executive summary 1. Increasing pressures on security in travel 2. Methodology 3. The Known Traveller Digital Identity concept 4. Paradigm shift to a digital identity 5. Principles and core technologies 6. Building a prototype 7. Next steps: Test and scale WEF , potential while a seamless , enables value for secure , stakeholders such as technology , attestations to the digital , biometrics and a mobile , level at every process , attestations to the traveller , information without the control , concept from a technology , information whereby the individua 2-Feb-2021 auto-generated

Insight ReportThe Global Information Technology Report 2016Innovating in the Digital EconomySilja Baller, Soumitra Dutta, and Bruno Lanvin, editors Insight Report The Global Information Technology Report 2016 Innovating in the Digital Economy Silja Baller, World Economic Forum Soumitra Dutta, Cornell University Bruno Lanvin, INSEAD Editors The World Economic Forum and INSEAD, their agents, officers, and employees do not endorse or in any respect warrant any third-party products or services by vi WEF , icts in the top , top seven all rank , emerging from this year , trend in mean country , access to the system , part of the innovation , baller at the world , year of each data , information on the framework , findings of this report , environment in their countries , score on the affordability , 2-Feb-2021 auto-generated

April 9, 2021 The Division of Examinations Review of ESG Investing* I. Introduction Investor demand for investment products and financial services that incorporate environmental, social, and governance ( ESG )1 factors has increased in recent years. In response to this demand, a range of investment advisers have offered several ESG investment options, including registered investment companies and pooled investment vehicles, e.g., private funds (collectively, funds ), and separately managed acco IHS Markit , staff of the division , act nor the investment , esg investing , esg , investment company act , investment , investment advisers , advisers act , global esg frameworks , risk alert , advisers , esg frameworks , global esg , esg investing approaches , staff , advisers act section , investing , inve 21-Apr-2021 auto-generated

Industry Agenda Inspiring Future Cities & Urban Services Shaping the Future of Urban Development & Services Initiative April 2016 Prepared in collaboration with PwC Contents 3 Foreword 6 Executive Summary 9 1. The Future of Cities 9 1.1 It s an Urban World 10 1.2 Challenges Due to Urbanization 13 1.3 The Future of Cities 15 1.4 The Business of Running Cities: Urban Services 18 2. Enablers for Adopting New Models for Urban Services 18 2.1 Challenges 19 2.2 Enablers 26 3. Accelerating Public-Priva WEF , stakeholders in the planning , institutions and the private , ppps while the private , citizens across various social , community at the city , officer from the private , population in some cities , stakeholders to use data , action against the risk , cities in the developed , government and the e 5-May-2021 auto-generated

World Economic Forum The Future of Electricity New Technologies Transforming the Grid Edge In collaboration with Bain & Company March 2017 Contents Preface Overview Grid Edge Challenges and Opportunities Grid Edge Actionable Framework Grid Edge Technology Solutions Conclusions References Acknowledgements 3 4 7 16 24 26 27 28 World Economic Forum 2017 All rights reserved. No part of this publication may be reproduced or Transmitted in any form or by any means, including Photocopying and recording WEF , state of the world , efficiency and better economics , technologies in the network , technologies such as smart , forum believes this transformation , technologies in various markets , transformation of the electricity , technologies such as storage , electricity and the digital , data useful for 5-May-2021 auto-generated

The Analytics Automation Playbook for Finance & Accounting How to scale your analytics and digitally transform the Office of Finance Finance technology optimization means extracting more value from accounting and enterprise resource planning (ERP) systems while adopting digital technologies to improve finance processes. Gartner Top Priorities for Finance Leaders in 2020 2 1 0 Short on time? Read this: Finance departments are stuck using spreadsheets for processes that require more analytical cap test , apa helps you automate , finance need an analytics , automation with the apa , finance and how alteryx , finance uses the alteryx , cloud data storage bots , cloud data storage , analytic process automation , data science automate outputs , operational automation strategic automation , data source 17-May-2021 auto-generated