Alphabet's 2019 CDP Climate Change Report
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Estimating the Quantity of Wind and Solar Required to Displace Storage-Induced Emissions † ‡ Eric Hittinger*, and Ineŝ M
Article Cite This: Environ. Sci. Technol. 2017, 51, 12988-12997 pubs.acs.org/est Estimating the Quantity of Wind and Solar Required To Displace Storage-Induced Emissions † ‡ Eric Hittinger*, and Ineŝ M. L. Azevedo † Department of Public Policy, Rochester Institute of Technology, Rochester, New York 14623, United States ‡ Department of Engineering & Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States *S Supporting Information ABSTRACT: The variable and nondispatchable nature of wind and solar generation has been driving interest in energy storage as an enabling low-carbon technology that can help spur large-scale adoption of renewables. However, prior work has shown that adding energy storage alone for energy arbitrage in electricity systems across the U.S. routinely increases system emissions. While adding wind or solar reduces electricity system emissions, the emissions effect of both renewable generation and energy storage varies by location. In this work, we apply a marginal emissions approach to determine the net system CO2 emissions of colocated or electrically proximate wind/storage and solar/storage facilities across the U.S. and determine the amount of renewable energy ff fi required to o set the CO2 emissions resulting from operation of new energy storage. We nd that it takes between 0.03 MW (Montana) and 4 MW (Michigan) of wind and between 0.25 MW (Alabama) and 17 MW (Michigan) of solar to offset the emissions from a 25 MW/100 MWh storage device, depending on location and operational mode. Systems with a realistic combination of renewables and storage will result in net emissions reductions compared with a grid without those systems, but the anticipated reductions are lower than a renewable-only addition. -
2011 Indiana Renewable Energy Resources Study
September 2011 2011 Indiana Renewable Energy Resources Study Prepared for: Indiana Utility Regulatory Commission and Regulatory Flexibility Committee of the Indiana General Assembly Indianapolis, Indiana State Utility Forecasting Group | Energy Center at Discovery Park | Purdue University | West Lafayette, Indiana 2011 INDIANA RENEWABLE ENERGY RESOURCES STUDY State Utility Forecasting Group Energy Center Purdue University West Lafayette, Indiana David Nderitu Tianyun Ji Benjamin Allen Douglas Gotham Paul Preckel Darla Mize Forrest Holland Marco Velastegui Tim Phillips September 2011 2011 Indiana Renewable Energy Resources Study - State Utility Forecasting Group 2011 Indiana Renewable Energy Resources Study - State Utility Forecasting Group Table of Contents List of Figures .................................................................................................................... iii List of Tables ...................................................................................................................... v Acronyms and Abbreviations ............................................................................................ vi Foreword ............................................................................................................................ ix 1. Overview ............................................................................................................... 1 1.1 Trends in renewable energy consumption in the United States ................ 1 1.2 Trends in renewable energy consumption in Indiana -
Artificial Intelligence, Big Data and Cloud Computing 144
Digital Business and Electronic Digital Business Models StrategyCommerceProcess Instruments Strategy, Business Models and Technology Lecture Material Lecture Material Prof. Dr. Bernd W. Wirtz Chair for Information & Communication Management German University of Administrative Sciences Speyer Freiherr-vom-Stein-Straße 2 DE - 67346 Speyer- Email: [email protected] Prof. Dr. Bernd W. Wirtz Chair for Information & Communication Management German University of Administrative Sciences Speyer Freiherr-vom-Stein-Straße 2 DE - 67346 Speyer- Email: [email protected] © Bernd W. Wirtz | Digital Business and Electronic Commerce | May 2021 – Page 1 Table of Contents I Page Part I - Introduction 4 Chapter 1: Foundations of Digital Business 5 Chapter 2: Mobile Business 29 Chapter 3: Social Media Business 46 Chapter 4: Digital Government 68 Part II – Technology, Digital Markets and Digital Business Models 96 Chapter 5: Digital Business Technology and Regulation 97 Chapter 6: Internet of Things 127 Chapter 7: Artificial Intelligence, Big Data and Cloud Computing 144 Chapter 8: Digital Platforms, Sharing Economy and Crowd Strategies 170 Chapter 9: Digital Ecosystem, Disintermediation and Disruption 184 Chapter 10: Digital B2C Business Models 197 © Bernd W. Wirtz | Digital Business and Electronic Commerce | May 2021 – Page 2 Table of Contents II Page Chapter 11: Digital B2B Business Models 224 Part III – Digital Strategy, Digital Organization and E-commerce 239 Chapter 12: Digital Business Strategy 241 Chapter 13: Digital Transformation and Digital Organization 277 Chapter 14: Digital Marketing and Electronic Commerce 296 Chapter 15: Digital Procurement 342 Chapter 16: Digital Business Implementation 368 Part IV – Digital Case Studies 376 Chapter 17: Google/Alphabet Case Study 377 Chapter 18: Selected Digital Case Studies 392 Chapter 19: The Digital Future: A Brief Outlook 405 © Bernd W. -
RE-Powering America's Land Initiative: Benefits Matrix, July 2017
RE-Powering America’s Land Initiative: July 2017 Benefits Matrix Through the RE-Powering America’s Land Initiative, the U.S. Environmental RE-Powering America’s Protection Agency (EPA) is encouraging the reuse of formerly contaminated Land Initiative lands, landfills, and mine sites for renewable energy development when such development is aligned with the community’s vision for the site. Using publicly To provide information on renewable energy available information, RE-Powering maintains a list of completed renewable energy on contaminated land projects not currently installations on contaminated sites and landfills. As part of its inventory, RE-Powering appearing in this document, email cleanenergy@ tracks benefits associated with completed sites, such as energy cost savings, epa.gov. To receive updates, newsletters, and other increased revenue, and job creation. information about the RE-Powering program, click the banner below. To date, the RE-Powering Initiative has identified 213 renewable energy installations on 207 contaminated lands, landfills, and mine sites1, with a cumulative installed capacity of just over 1,235 megawatts (MW) in a total of 40 states and territories. Subscribe Although all renewable energy installations on contaminated sites likely have some EPA’s RE-Powering Listserv extrinsic or intrinsic value to the developer or community, the specific benefits realized for any one project are not always touted publicly. EPA launched @EPAland on By researching an array of publicly available documents (including press releases, Twitter to help you learn fact sheets, and case studies), however, RE-Powering has identified self-reported what is being done to protect benefits for 178 of the total 213 renewable energy installations that the Initiative and clean up our land. -
A Comparative Life Cycle Assessment of PV Solar Systems
A Comparative Life Cycle Assessment of PV Solar Systems Kristine Bekkelund Master of Energy and Environmental Engineering Submission date: August 2013 Supervisor: Anders Hammer Strømman, EPT Norwegian University of Science and Technology Department of Energy and Process Engineering Comment to master thesis description In agreement with supervisor and co-supervisor, a slight change in the object of the master thesis has been done. It has been decided to perform a comparative life cycle analysis on different PV technologies rather than conducting a detailed analysis on thin film alone. The scope has been broaden to include multicrystalline silicon PV technology in order to assess the relative competiveness with thin film PV technology in terms of environmental impact. Life cycle inventories should be collected and harmonized. In addition, it has been decided to perform a sensitivity analysis on selected parameters and compare the results with existing renewable energy technology, in this case wind power. The main focus of the sensitivity analysis will be on climate change (GWP). Future implications and possible improvements of the PV value chain should be discussed. i ii Preface This is the preface of the report "A Comparative Life Cycle Assessment of PV Solar Systems" written during the spring of 2013, as part of my master degree in "Science and Technology - Energy and Environment" at the Norwegian University of Science and Technology (NTNU) in Trondheim, Norway. I have learnt a lot from working with this master thesis and have gained interesting insight in the infinite field of photovoltaics. I would like to thank all the people who have shared their valuable knowledge with me: First, I would like to thank my supervisor Anders Hammer Strømman for academic support and guidance during weekly meetings. -
What Is X? What Makes a Moonshot? Rapid Evaluation Project
What is X? Hi, I’m Ben Google [X] was formed to apply Google’s resources to I get excited by tech, making ‘the world’s most intractable problems’. A diverse team of a positive impact on Earth, inventors and entrepreneurs were assembled, working on and anything that pushes the secretive pipe-dream projects, known as moonshots. boundaries of what’s possible. I plan to die on Mars, hopefully not on impact! How might self-driving cars How might kites generate change the way we travel? power in new places? This summer, I moved to Mountain View, California for 6 months to intern at X. ... My skillset Now just called X (of parent company Alphabet), the moonshot factory is known for its ‘graduated’ projects, I work at the intersection of hardware and including Waymo [1], Makani [2], Loon [3] and Wing [4]. How might balloons internet How might drones change software, of design and development. I was connect remote areas? how we deliver goods? hired as a generalist; invaluable in uncertain early-stage prototyping. What makes a moonshot? UI: Developed our first touchscreen interface Moonshots should have social purpose, and be profitable in order to be Code: Built backend in Huge attractive to investors. Generally, every moonshot at X follows this recipe: object-oriented Python problem Huge Problem: Choose a massive problem that, if solved, would positively Firmware: Wrote board-level impact the lives of millions, even billions. I2C protocol drivers Radical Solution: Create and propose a radical new solution to the problem, Break- PCBs: Co-designed new Radical no matter how ridiculous it sounds. -
Power Purchase Agreement Solar Texas
Power Purchase Agreement Solar Texas Huger or Mahratta, Shaw never sledges any jota! Unshriven Stanleigh paragraph: he pettled his pittas brusquely and illustratively. Dimitrios remains unstaid: she pitapat her oxalis tunnels too amusedly? May not a lot of our businesses to commercialize cellulosic biofuels, local utility companies with Increasingly competitive power source, with a propertytaxbased obligation into the top solar powered oreos to me what can buy the dirtier and state. Mw solar power purchase agreements and utility payment will be good for cps can bet that own energy improvements. Solar power purchase agreement marks the water and microsoft will be integrated into electricity you may not to your. Corporate Energy Sourcing and Sustainability Experience. Signed a 15- year Virtual power Purchase is with EDF Renewables North America for 250 megawatts of small solar energy in Texas. Ppa agreement worthwhile to power purchase agreements announced at a lot of the region at nrg transaction to the benefits they allow flexibility in total home? In your roof generate renewable energy credits from her practice on power purchase texas solar to figure out of energy has experience in pjm area. Where solar power purchase agreement to purchase agreement worthwhile to moveforward are easily avoidable mistakes that represent you. The deregulation of electricity in Texas and approximately two various other states provides power. Texas power purchase agreements has promised much support. Tips and regions. Keene housing and solar power purchase agreements to supply its first solar plants only the article has regional development foundation. Turning bright sunny days into renewable solar power. Is smart than a fixed price in study power purchase agreement Harrison said. -
Background Report Prepared by Arizona State University NINETY-NINTH ARIZONA TOWN HALL
Arizona’s Energy Future 99th Arizona Town Hall November 6 - 9, 2011 Background Report Prepared by Arizona State University NINETY-NINTH ARIZONA TOWN HALL PREMIER PARTNER CONTRIBUTING PARTNER COLLABORATING PARTNERS SUPPORTING PARTNERS CIVIC PARTNERS CORE Construction Kennedy Partners Ryley, Carlock & Applewhite Sundt Construction One East Camelback, Suite 530, Phoenix, Arizona 85012 Phone: 602.252.9600 Fax: 602.252.6189 Website: www.aztownhall.org Email: [email protected] ARIZONA’S ENERGY FUTURE September 2011 We thank you for making the commitment to participate in the 99th Arizona Town Hall to be held at the Grand Canyon on November 6-9, 2011. You will be discussing and developing consensus with fellow Arizonans on the future of energy in Arizona. An essential element to the success of these consensus-driven discussions is this background report that is provided to all participants before the Town Hall convenes. As they have so often done for past Arizona Town Halls, Arizona State University has prepared a detailed and informative report that will provide a unique and unparalleled resource for your Town Hall panel sessions. Special thanks go to editors Clark Miller and Sharlissa Moore of the Consortium for Science, Policy, and Outcomes at ASU for spearheading this effort and marshaling many talented professionals to write individual chapters. For sharing their wealth of knowledge and professional talents, our thanks go to the many authors who contributed to the report. Our deepest gratitude also goes to University Vice President and Dean of the College of Public Programs for ASU, Debra Friedman, and Director of the School of Public Affairs for ASU, Jonathan Koppell, who made great efforts to ensure that ASU could provide this type of resource to Arizona. -
CS67-English [4Mei]
CASE STUDY SERIES #67 APRIL 2020 [X] Project: What’s Next? Authors: Perdana Karim Felice Valeria Editor: Treviliana Eka Putri Design and Layout: Naufal A. Radityasakti 1 GoogleX Project: What’s Next? Introduction Humans nowadays have become much more dependent on technology. Technology, for the most part, has become an important and integral part of our lives. From the computers that we can put in our pockets, to the artificial intelligence we talk to, technology can no longer be separated from our lives, for better or for worse. Although it may seem like this is an entirely new phenomenon, humans were no dierent back then and have always been dependent on the technology of their time. We have always been dependent on the technologies that have created our lives to be easier and better. Back then, the technology that we depend on was much simpler compared to the technology today. No matter how small the technological advancement was, it has, for the most part, made an impact to the livelihood of humans. From the fire that guided our ancestors through the dark and gave them warmth to the discovery of electricity that illuminated us from the dark and gave us warmth that we could control, humans have always been dependent on technology that helped us live through another day. In this day and age of the 4th Industrial Revolution, where technology is more and more integrated within our lives, the million-dollar, or in this case the billion-dollar, the question is; What's next? Google, what once started out as a simple search engine that connected early internet users to websites and information that they needed, has now become a mega company that is no longer just a search engine. -
Public Response to RFI on AI
White House Office of Science and Technology Policy Request for Information on the Future of Artificial Intelligence Public Responses September 1, 2016 Respondent 1 Chris Nicholson, Skymind Inc. This submission will address topics 1, 2, 4 and 10 in the OSTP’s RFI: • the legal and governance implications of AI • the use of AI for public good • the social and economic implications of AI • the role of “market-shaping” approaches Governance, anomaly detection and urban systems The fundamental task in the governance of urban systems is to keep them running; that is, to maintain the fluid movement of people, goods, vehicles and information throughout the system, without which it ceases to function. Breakdowns in the functioning of these systems and their constituent parts are therefore of great interest, whether it be their energy, transport, security or information infrastructures. Those breakdowns may result from deteriorations in the physical plant, sudden and unanticipated overloads, natural disasters or adversarial behavior. In many cases, municipal governments possess historical data about those breakdowns and the events that precede them, in the form of activity and sensor logs, video, and internal or public communications. Where they don’t possess such data already, it can be gathered. Such datasets are a tremendous help when applying learning algorithms to predict breakdowns and system failures. With enough lead time, those predictions make pre- emptive action possible, action that would cost cities much less than recovery efforts in the wake of a disaster. Our choice is between an ounce of prevention or a pound of cure. Even in cases where we don’t have data covering past breakdowns, algorithms exist to identify anomalies in the data we begin gathering now. -
UNITED STATES of AMERICA FEDERAL ENERGY REGULATORY COMMISSION Petition for Declaratory Order of Docket No. EL20-42-000 New
UNITED STATES OF AMERICA FEDERAL ENERGY REGULATORY COMMISSION Petition for Declaratory Order of Docket No. EL20-42-000 New England Ratepayers Association Concerning Unlawful Pricing of Certain Wholesale Sales COMMENTS OF THE SOUTHERN ENVIRONMENTAL LAW CENTER ON BEHALF OF APPALACHIAN VOICES, GEORGIA INTERFAITH POWER & LIGHT, NORTH CAROLINA INTERFAITH POWER & LIGHT, NORTH CAROLINA SUSTAINABLE ENERGY ASSOCIATION, SOUTH CAROLINA COASTAL CONSERVATION LEAGUE, SOUTH CAROLINA INTERFAITH POWER & LIGHT, SOUTHERN ALLIANCE FOR CLEAN ENERGY, AND UPSTATE FOREVER. IN OPPOSITION TO NERA PETITION TABLE OF CONTENTS Page I. Congress Explicitly Authorized and Required States to Consider Adopting Net-Metering Policies ................................................................................................................................... 5 II. Southeastern States Have Repeatedly Relied on the Energy Policy Act and FERC Precedent .............................................................................................................................. 11 A. North Carolina ............................................................................................................... 13 B. South Carolina ............................................................................................................... 22 C. Georgia ........................................................................................................................... 27 D. Virginia ......................................................................................................................... -
Solar Energy Markets Solar Energy Markets an Analysis of the Global Solar Industry
Solar Energy Markets Solar Energy Markets An Analysis of the Global Solar Industry Philip G. Jordan The Economic Advancement Research Institute Wrentham, MA, USA and BW Research Partnership, Inc. Wrentham, MA, USA AMSTERDAM • BOSTON • HEIDELBERG • LONDON • NEW YORK • OXFORD PARIS • SAN DIEGO • SAN FRANCISCO • SINGAPORE • SYDNEY • TOKYO Elsevier 32 Jamestown Road, London NW1 7BY, UK 225 Wyman Street, Waltham, MA 02451, USA Copyright © 2014 Elsevier Inc. All rights reserved No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher. Details on how to seek permission, further information about the Publisher’s permissions policies and our arrangement with organizations such as the Copyright Clearance Center and the Copyright Licensing Agency, can be found at our website: www.elsevier.com/permissions This book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may be noted herein). Notice Knowledge and best practice in this field are constantly changing. As new research and experience broaden our understanding, changes in research methods, professional practices, or medical treatment may become necessary. Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any information, methods, compounds, or experiments described herein. In using such information or methods they should be mindful of their own safety and the safety of others, including parties for whom they have a professional responsibility. To the fullest extent of the law, neither the Publisher nor the authors, contributors, or editors, assume any liability for any injury and/or damage to persons or property as a matter of products liability, negligence or otherwise, or from any use or operation of any methods, products, instructions, or ideas contained in the material herein.