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Author anyAaronson, Scott Abhyankar, Nikit Abraham, Sherin Adekanye, Oluwatobi Aden, Nathaniel T.Adhikari, Rajendra Adomatis, Sandra Advocates, National AssociatioAebischer, Bernard Afzal, Asim Agalloco, Adam Agnew, Kennedy Agwan, Utkarsha Ahlstrom, Mark Ahuja, Deepanshu Aixian, Li Akbari, Hashem Alagappan, Lakshmi Albers, Nathaniel Allen, Riley Alstone, Peter Alvarado, Fernando L.Ambrosini, Andrea Amirebrahimi, Jahon Ancell, Amos Anderson, Dennis Anderson, Jeremey Anderson, Karen Arapogianni, Athanasia Ardani, Kristen Arent, Douglas J.Arora, Siddharth Arreola, Georgina Arvizu, Dan Ashmoore, Olivia Association, National Rural ElecÅstrand, Kerstin Atkinson, Celina S.Atkinson, Barbara A.Atkinson-Palombo, Carol Azevedo, Inês LimaAznar, Alexandra Bachrach, Devra Baggu, Murali Baik, Sunhee Baker, Erin Balash, Peter Baldick, Ross Baldwin, Samuel F.Ballance, John Bandivadekar, Anup Bangviwat, Athikom Baniotopoulos, Charalampos Barbato, Kristin Barber, Jamie Barbose, Galen L.Barmack, Matthew Barrett, Henry Barth, Stephan Bartholomew, Emily S.Bartoli, Gianni Bates, Derrick Battaglia, Vincent S.Bauer, Douglas C.Bauer, Florian Bauer, Gordon S.Baylis, Patrick Bazilian, Morgan Beatty, Timothy Beck, Ariane Bedoya, Iván DarioBeecher, Janice Beer, Sebastian Beitel, Annette Beiter, Philipp Beland, Shauna Belden, Andy Belden, Timothy NBeldock, John A.Belford, Brandon Bellis, Elizabeth Belyeu, Kathy Berkhout, Volker Berman, Douglas Berry, Linda Berry, Randy Bertoldi, Paolo Best, Carmen Bhandari, Divita Bharvirkar, Ranjit Bhatti, Bilal AhmadBianco, Emanuele Bie, Zhaohong Bieler, Stephanie Biermayer, Peter J.Billingsley, Megan A.Bird, Lori Birr, David Bistline, John Black, Doug Blair, Tom Blake, Patrick Blanford, Geoffrey Blansfield, Jonathan Bloom, J. A.Blumstein, Carl Blundell, Marshall Bode, Josh L.Boehlert, Brent Boelman, Elisa C.Boff, Dan Boghosian, Stan Boisvert, Richard Bolinger, Greta Bolinger, Mark Booth, Sam Borenstein, Severin Borgeson, Merrian Borgeson, Sam Bosco, Jenifer Bosse, Dennis Bottasso, Carlo L.Botterud, Audun Bowen, Thomas Braithwait, Steven D.Breakman, Paul Bressand, Florian Bretz, Sarah E.Brightwell, David Brinkman, Greg L.Brockett, Debbie Brockway, Lance R.Broderick, Caitlin Brook, Martha Brooks, Cameron Brower, Michael Brown, Richard E.Brown, Nancy J.Brown, Marilyn A.Brown, Jason PBrown, Matthew Bruckner, Thomas Brumsickle, William Brunner, Eric Brutkoski, Donna Buckley, Michael Budhraja, Vikram S.Buen, Odon D.Burdette, Jessica Burkhardt, Jesse Busch, John F.Bushey, Doug Butkins, Kim Cai, Wenjia Cai, Jiaru Callaway, Duncan S.Calwell, Chris Canfield, Casey Caponio, Roberto Cappers, Peter Carey, Dave Carlson, Ola Carpenter, Alberta Carr, Thomas Carr, Tom Carroll, Edward Carter, Sheryl Carvallo, Juan PabloCaswell, Heidemarie C.Cates, Sarah Cavanagh, Ralph Ceña, Alberto Chaianong, Aksornchan Chait, Michele Chaitusaney, Surachai Chakraborty, Basab Chan, Peter T.Chandra-Putra, Handi Chang, Audrey Chawla, Kanika Chawla, Kiran Chen, Cliff Chen, Qixin Cheng, Jianhong Chernyakhovskiy, Ilya Cherubini, Antonello Chessin, Emily Chinowsky, Paul S.Choi, Jaesik Choi, Jun YoungChristensen, John Chum, Helena Chung, Donald Clair, Matt St.Claridge, David Clark, Robin Clark, Roger Clarke, Leon Cleary, Brendan Clements, Allison Clifton, Andrew Cochran, Jaquelin Coddington, Michael Coddington, Mike Cohen, Samuel D.Cohen, Jesse Cohen, Stuart Cole, Wesley Coleman, Philip Collier, Craig Collins, Myles T.Comnes, Alan Constable, Ryan Cooke, Alan Cooper, Adam Cooperman, Aubryn Corneli, Steve Cory, Karlynn Coughlin, Jason Coughlin, Katie Couture, Toby Craig, Paul P.Cramer, Mike Crandall, Geoffrey Crawley, Drury B.Cripps, Molly Croce, Alessandro Cross, John Cullen, Kim Cullicott, Cathy Cutter, Eric Dagle, Jeffery E.Dai, Fan Dalton, Patrick Darghouth, Naïm R.Darlow, Ryan Das, Ganesh Davidson, Carolyn Dayton, David S.de Buen, Odon de la Rue du Can, Stephane De Martini, Paul De Martini, Paul Deason, Jeff DeForest, Wayne Delurey, Dan DeMeo, Edgar A.Deng, Hao Deng, Zhu Denholm, Paul Dennis, Jeffery S.Denver, Andrea Deorah, Shruti M.Deshmukh, Ranjit Destribats, Alan Devernay, Jean-Michel di Conti, Flavio Diamond, Richard C.Diddi, Saurabh Diffendorfer, James Dillavou, Tyler J.Ding, Chao Dingguo, Xin DiSanti, Nicholas Divan, Deepak Doane, James Dobson, Patrick Doerrer, Siegfried Donahue, Patricia Dong, Changgui Donohoo-Vallett, Paul Donohue, Stacey Dubbeling, Timon Duffy, Aidan Dunn, Laurel N.Dupuy, Max Duvall, Andrew Dwivedi, Dipankar Dworkin, Michael Dyer, Jim Dykes, Katherine Dyson, Christopher Earni, Shankar Easler, Jennifer Eckholdt, Haftan Eckman, Tom Edenhofer, Ottmar Edgar, George Edlington, Charles Edwards, Jennifer L.Ehlen, Ali Eide, Anita Ela, Erik Elliot, Randolph Elliott, Debi Ellis, Jeffrey Ellis, Abraham Elmallah, Salma Emmanuel, Michael Energy, U.S. DepartmentEngel, Daniel Ericsson, Karin Eto, Joseph HEugeni, Ed Evans, Sam Faaij, Andre Fadrhonc, Emily MartinFaesy, Richard Fagiano, Lorenzo Fakhry, Rachel Fang, Jeff Farber, Mindi J.Farley, Chandra Farnsworth, David Faruqui, Ahmed Faruqui, Ahmad Fazio, John Feldman, David Feng, Wei Fink, Sari Firestone, Ryan M.Firestone, Jeremy Fischedick, Manfred Fisher, Diane C.Fisher, Emily Fitzgerald, Garrett Fleten, Stein-Erik Flores, Francisco Flores-Espino, Francisco Foley, Craig Fontana, Marco Fontanini, Anthony Forrester, Sydney Forsyth, Trudy Foster, Dale Fowlie, Meredith Fraconi, Ellen Fredman, Daniel Freeman, Lavelle A. A.Freeman, Lavelle Frew, Bethany Frick, Natalie MimsFridley, David Friedman, Barry Fripp, Matthias Frost & SullivanFry, Terry Fu, Ran Fulkerson, William Fuller, Merrian C.Funding, Renewable Funkhouser, Erik Gadgil, Ashok J.Gagliano, Troy Gagnon, Pieter Galawish, Elsia Galbraith, Maury Galitsky, Christina Gallo, Giulia Gambhir, Ashwin Gambier, Adrian Gandhi, Sunita Garber, Bill Garcia, Julio Garrity, Chris Garrity, Christopher Gehbauer, Christoph Geller, Howard S.George, Ray Gerke, Brian F.Ghatikar, Girish Ghosez, Ph. Ghosh, Srijay Gielecki, Mark Gill, Elizabeth Gill, Carrie Gilligan, Donald Gillingham, Kenneth Gillingham, Ken Gilman, Patrick Ginocchio, Alaine Gkoumas, Konstantinos Glazer, Craig Gleit, A.S. Gokhale-Welch, Carishma Golan, Amos Goldberg, Miriam L.Goldemberg, José Goldman, Charles A.Goldstein, David BGoldstein, Barry Golemboski, Bill Golightly, Christopher Golove, William H.Gómez, Tomás Goodin, John Goodrich, Alan Gopal, Anand R.Gordon, Jessica Gordon, Fred Gorman, Will Gotham, Douglas J.Govindarajan, Anand Grace, Robert Graff-Zivin, Joshua Granderson, Jessica Greely, Kathleen M.Green, Peter Green, Johney Greenberg, Steve E.Greenblatt, Jeffery B.Greene, Nathanael Grevatt, Jim Griffin, Dayton Gross, George Group, Electricity Markets anGrue, Nick Guiterman, Tim Gumerman, Etan Haac, Ryan Haeri, Hossein Hafemeister, David Hale, Douglas R.Hamilton, Sofia D.Hammond, Robert Hand, Maureen Hand, Maureen Hans, Liesel Hansen, Gerrit Hansen, Dana Hanus, Nichole LHarper, John Harris, Andrew Harris, Jeff Harris, Jeffrey P.Harris, Chioke B.Harte, John Harvey, Hal Hauer, John F.Havumaki, Ben Haya, Barbara He, Gang He, J.Q. Heaney, Mike Heath, Garvin A.Heeter, Jenny Heffner, Grayson C.Heimiller, Donna Heinemeier, Kristin E.Heitz, Eric Heleno, Miguel Hemphill, Ross Henderson, Brian Hennessy, Timothy P.Hershberg, Craig Herter, Karen Hethey, János Hill, Lawrence J.Hinkle, Robert Hirst, Eric Hledik, Ryan Ho, Jonathan Hodge, Bri-Mathias Hoen, Ben Hoff, Tom Hoffman, Ian M.Hoffman, Alex Hoffman, Ron Hoffmeyer, Dale Holt, Edward Holttinen, Hannele Holuj, Brian Homer, Juliet Hong, Tianzhen Hoover, Fred Hopkins, Mary EllenHopper, Nicole C.Horsey, Henry Horton, Keyle Hoskins, Anne Hostick, Donna J.Hough, Ben Houston, Ashley Howat, John Hoyt, Larry Hu, Junfeng Huang, Hai Huang, Yu JoeHübner, Gundula Huckerby, John Hummel, Holmes Huneycutt, Joshua Hunt, Hannah Husabø, Lief I.Hyman, Joshua Ing, Edwin Initiative, Clinton ClimateInstitute, Edison ElectricIyer, Maithili Jackson, Thomas Jacobs, David Jacobson, Arne Jäger-Waldau, Arnulf James, Ted James-Smith, Edward Jamieson, Peter Janda, Kathryn B.Jaramillo, Paulina Jaske, Michael Jayaweera, Tina Jenn, Alan T.Jenni, Karen Jeong, Seongeun Jia, C.L. Jianhong, Cheng Jin, Ling Johnson, Alissa K.Johnson, Brett Johnson, Katie Jones, Philip B.Jones, Evan Jones, Richard BJordan, Dirk C.Jordon, Jennifer Joshi, Mohit Juergens, Patricia A.Junquera, J. Kadner, Susanne Kahn, Edward PKahrl, Fredrich Kahrl, Fredrich Kahrl, Fritz Kaldellis, John Kaliski, Ken Kammen, Daniel M.Kang, Hee JeongKarali, Nihan Karcher, Matthew D.Karlosky, Michael Kates-Garnick, Barbara Kathan, David Katofsky, Ryan Katz, Aaron Kawamoto, Kaoru Kawann, Cornelia Keereepart, Thanawat Kelley, Maxwell Kelly, Henry Kelly, Suedeen G.Kempton, Willett Kersey, Jessica Keyser, David Khan, Aamir HussainKhan, Jamil Khan, Kamran Khandekar, Aditya Khangura, Jagmeet Khanna, Nina Khare, Amit Khavkin, Mark Kihm, Steve Kikuchi, Yuka Kiliccote, Sila Kim, Janghyun Kim, Dae HoonKim, Y.K. Kim, Taehoon Kim, James HyungkwanKintner-Meyer, Michael Kiran, Mariam Kirby, Brendan J.Kirchstetter, Thomas W.Kirshner, Dan Kito, Suzie Kitzing, Lena Klein, Anne Klise, Geoffrey T.Klucher, Matt Komiyama, Ryoichi Konopacki, Steven J.Koomey, Jonathan G.Kramer, Louisa Kramer, Chris Krause, Florentin Kreis, Donald Krey, Volker Krishnan, Venkat Krishnarao, P. Krishnaswamy, Nandini Kristov, Lorenzo Kroposki, Benjamin Ku, Jean Y.Kudo, Terence Y.Kumar, Satish Kumar, Arun Kunkel, Cathy Kushler, Martin Kuskova-Burns, Ksenia Kusmardianto, Hari Kuzura, Oleksandr Laboratory, Lawrence Berkeley NLacal-Arántegui, Roberto LaCommare, Kristina HamachiLai, Judy Laird, Daniel Laitner, John A.Lam, Long Lamy, Julian V.Landis, Matt Langbein, Peter Langevin, Jared Langner, Rois Langniss, Ole Lantz, Eric Larangeira, Guilherme Larsen, Peter H.Larson, Doug Lasher, Stephen Latour, Mikel IribasLavin, Luke Lawson, Megan Lawton, Leora Lazar, Jim Lazar, Alina Lazo, Jeffery K.Leach, Matt Lebot, Benoit Ledbetter, Marc R.Lee, Kevin Lee, Dongeun Lee, Ga RickLee, K. Lehman, Bryan Lehr, Ronald Lehtomäki, Ville Leibowicz, Benjamin Lempert, Robert Lenox, Carl Leow, Woei LingLesieutre, Bernard Lesiw, Mark Letschert, Virginie E.Lev, Baruch Leventis, Greg Levin, Todd Levine, Mark D.Levy, Jonathan Levy, Roger Lew, Debbie Lew, Debra Lewis, Anthony Lewis, Joanna I.Li, Han Li, Michael Liang, Xi Lieberman, Bob Liew, Lucy Lin, Jiang Lin, Jieming Lin-Powers, Jessica Linvill, Carl Liu, Xu Liu, Zhu Liu, Shiyu Liu, Manzhi Liu, Jingjing Londo, Jody Lovins, Amory Lowry, Mark NewtonLu, Hongyou Lu, Hongyou Lucon, Oswaldo Lüers, Silke Lundquist, Julie K.Lunn, Molly Luong, Thanh Lutzenhiser, Susan Ma, Ookie Ma, James MinhMacdonald, Andrew MacDonald, Jason S.Mackin, Peter Macknick, Jordan Mahler, Susan A.Mai, Trieu Makos, Matthew Malone, Erin Manwell, James Marengo, Marco Margolis, Robert Maribu, Karl M.Markel, Robert J.Marker, Tony Marnay, Chris Marquis, Melinda Martin, Nathan C.Martinez, Mark S.Martinez, Juan Martinich, Jeremy Masanet, Eric R.Masters, Gil Mather, Barry Matschoss, Patrick Mattson, William Maurice, Lourdes McBennett, Brendan McCabe, Kevin McCafferty, Max McCall, James McCall, Margaret McDermott, Thomas E.McDermott, Tom McJeon, Haewon McKane, Aimee T.McKellar, Barbara J.McKenna, Killian McLaren, Joyce McMahon, James E.McMenamin, Stuart McNair, Taylor McNeil, Michael A.McRae, Marjorie McWilliams, Jennifer A.Meal, Meg Mégel, Olivier Meier, Alan K.Meissner, Jennifer Melton, Ron Meneveau, Charles Menke, Christoph Menon, Surabi Mercurio, Matthew G.Messenger, Michael Meyer, David H.Milford, Lewis Miller, John J.Miller, Chandler Miller, Eric L.Miller, Peter M.Miller, Nicholas Miller, John Millhone, John Milligan, Michael Mills, Evan Mills, Andrew D.Millstein, Dev Milne, Adele Mitchell, Catherine Mitchell-Jackson, Jenn Mobasheri, Fred Moezzi, Mithra M.Mohanty, Priyanka Momber, Ilan Moné, Christopher Montañés, Cristina CrespoMoomaw, William Moreira, José Moriarty, Patrick Moro, Alberto Morrison, Jay Morrow, William R.Morse, Susan Mowers, Matthew Mueller, Joscha Mukherjee, P.K. Munduate, Xabier Munoz, Francisco D.Murphy, Jimmy Murphy, Sean Murphy, F.H. Murray, Cathie Murthy, Samanvitha Murtishaw, Scott Muskulus, Michael Nadai, Alain Nadel, Steven M.Nagarajan, V. Nakagami, Hidetoshi Namovicz, Christopher Narasimhan, S.R. Nataf, Jean-Michel Naughton, Jonathan Ndhlukula, Kudakwashe Neenan, Bernard Nemet, Gregory Nemtzow, David Neukomm, Monica NexantNicholson, Scott Nilsson, Lars J.Nordhaus, Robert R.Nordman, Bruce Novianto, Andi Nyboer, John O'Connell, Ric O'Neil, Rebecca O'Neill, Nicholas F.O'Shaughnessy, Eric Olsen, Arne Olson, Scott Olszewski, Julia Ong, Sean Opdahl, Arie Oren, Shmuel S.Orvis, Robbie Osborn, Julie G.Oteri, Frank Overbye, Thomas J.Ozar, Robert G.O’Boyle, Michael O’Connell, Ric O’Shaughnessy, Eric Padmanabhan, Srinivasan Page, Janie Pagliano, Lorenzo Pal, Seemita Paladino, Joe Palchak, David Paliwal, Umed Pantell, Susan E.Pao, Lucy Paquette, Joshua Park, Won YoungParker, Andrew Parkinson, Giles Parks, Jim Parmenter, Kelly Parsons, Brian Parsons, Laura Pasek, Ari DarmawanPatel, Siddharth Paulos, Ben Paulos, Bentham Payne, Christopher T.Peinke, Joachim Pender, John Peng, Wei Perry, Michael Peterman, Carla Peters, Jane S.Peters, Kate Petrini, Francesco Phadke, Amol A.Phillips, Julia A.Pichs-Madruga, Ramon Pickle, Steven J.Piette, Mary AnnPigman, Margaret Pignone, Chris Pigolotti, Luca Pirkey, Diane Pitkin, Jeff Pless, Jacquelyn Plotkin, Steven Pohl, Johannes Popovich, Natalie Porro, Gian Porter, Kevin Potter, Jennifer Prahl, Ralph Pratt, Donna Pratt, Robert G.Preble, Chelsea V.Present, Elaina Price, Snuller Price, Sarah K.Price, Lynn K.Prifti, Elton Prudencio, Rodrigo Puckett, Curt D.Putra, Handi ChandraQi, Ye Rabe, K.M. Radojicic, Tijana Raghavan, Shuba V.Rahman, Atiq Rai, Varun Rainer, Leo I.Raitt, Heather Rajagopal, Ram Rajagopal, Deepak Ramesh, Ramamoorthy Rand, Joseph Rao, Poorvi Raoc, Ajith Rasmussen, Flemming Rath, Larry Rauner, Sebastian Raymond, Russell Rea, Chuck Reeves, Cale Rehfeldt, Knud Reid, Michael Reilly, John Reilly, Jessica Reis, Vera Reiter, Emerson Reller, Keith Reneses, Javier Rennels, Lisa Reyna, Janet Reynolds, Arlis Reynolds, Deborah Rich, Katie Richey, Cooper Rickerson, Wilson Riva, Alberto DallaRoberts, Ciaran Robertson, Amy Robson, Dana Rodrigo, Javier SansRodriguez, Pía Roland-Holst, David Romm, Joseph J.Roney, Christopher Rosenfeld, Arthur H.Rosenquist, Gregory J.Ross, Marc Ross, Stephanie Rosser, Carey Rossol, Michael Rothkopf, Michael H.Roughan, Tim Roumpani, Maria Rourke, Stephen J.Ruderman, Henry Rufo, Michael Rushton, Josh Ryan, Nancy Rybka, Gregory M.Sabo, Carol Saelim, Supawan Saha, Sujay KumarSahai, Rashmi Sakamoto, Tomoyuki Sanders, Sandy Sandor, Debra Sanstad, Alan H.Sartono, Edi Satchwell, Andrew Sathaye, Nakul Sathaye, Jayant A.Satre-Meloy, Aven Sawin, Janet Saxena, Samveg Saxonis, Bill Schaeffer, Roberto Scheer, Richard M.Scheer, Rich Schei, Tormod Schellenberg, Josh A.Schewel, Laura Schild, Philippe Schiller, Steven R.Schipper, Leon J.Schlegel, Jeff Schlömer, Steffen Schlosser, Adam Schmehl, Roland Schneider, Kevin Schneider, Stephen H.Schultz, Donald Schumacher, Katja B.Schumacher, Allison Schwartz, Judith Schwartz, Peter Schwartz, Lisa C.Schweitzer, Martin Scott, Bryan Scown, Corinne D.Sears, James Seaton, Wayne Sedano, Richard Seel, Joachim Sekar, Ashok Sempreviva, Anna MariaSerota, Scott Sethi, Gautam Seyboth, Kristin Sezgen, Osman Shaffie, Ambereen Shah, Nihar Shankle, Steve Shapiro, Ben Sharpe, Ben Shen, Bo Shen, Qing Shenot, John Shephard-Gaw, David Sheppard, Colin Shibata, Yoshiaki Shields, Matt Shirley, Wayne Shoemaker, C. Short, Walter Short, Tom Shown, Leslie J.Shrimali, Gireesh Siddiqui, Afzal S.Siderius, Hans PaulSifuentes, Froylan Sigrin, Benjamin Sigrin, Ben Silva, Tony Silverstein, Alison Sim, Alex Simonot, Emilien Sims, Ralph Singer, Terry E.Singhal, Nikita G.Sinton, Jonathan E.Skumatz, Lisa Smith, Aaron Smith, Sarah JosephineSmith, Douglas W.Smith, Brian Smith, Kevin J.Smith, Charles Smith, Robert Sobin, Rodney Socolow, Robert H.Sohn, Michael D.Sokona, Youba Solomon-Culp, Joshua Sonnenblick, Richard Soonee, Sushil KumarSoroye, Katie L.Sosler, Andree Sotkiewicz, Paul M.Spahic, Mersiha Speake, Andrew Spears, Michael Speckman, Barney Springer, Cecilia Spurlock, Anna Sreedharan, Priya Srinivasan, Venkat Stadler, Michael Stafford, Benjamin States, Organization of MISOStavridou, Nafsika Stehly, Tyler Stein, Joshua Stem, Rachel E.Stenkvist, Maria Stensson, Sofia Stewart, Emma M.Stoddard, Michael Stoft, Steven Stoll, Brady Stoughton, Kate McMordieStovall, John P.Stratton, Chris Strzepek, Kenneth Stuart, Emma Stuart, Elizabeth Stukel, Laura Su, Jean Sukenik, Andy Sullivan, Michael J.Sutter, Mary Sweeney, James L.Swezey, Blair Szinai, Julia Szum, Carolyn Taft, Jeffrey Tande, John Tasar, Elif Taylor, Nigel Taylor, Margaret Taylor-Anyikire, Alyse Tegen, Suzanne Teisberg, Thomas J.Teixeria, Anthony Telsnig, Thomas Teng, Fei Teng, Joseph Thakar, Nidhi Thakur, Jagruti Thatcher, Jonathan Thayer, Mark A.Therkelsen, Peter L.Thompson, Peter J.Thornton, Jane Thorpe, Ann B.Tian, Tian Tierney, Susan Till, David Ting, Michael K.Todd, Annika Todd-Blick, Annika Tomlinson, Jason Tongia, Rahul Tongsopit, Sopitsuda Townend, Jeanne Treadwell, Timothy Tudini, Angelica Tuohy, Aidan Turiel, Isaac Tusing, Richard Twitchell, Jeremy U.S.-Canada Power System Outage Task ForceUihlein, Andreas Ullrich, Paul Undrill, John Urama, Kevin Urigwe, Daniela Uyterlinde, Martine A.Vaishnav, Parth TVan Alst, John W.van der Linden, Nico H.Van Liere, Kent Veers, Paul Verbruggen, Aviel Verdict, Malcolm Vine, Edward L.Vitina, Aisma Voegele, Jonathan von Stechow, Christoph Vorsatz, Diana Vrolijk, Christiaan Waggoner, Danny Waide, Paul Waldman, Donald M.Walia, Archana Walker, Victor Wallace, Kelly E.Wallasch, Anna-Kathrin Walther, David CharlesWan, Yih-huei Wang, Devra Wang, Juan Wang, Peng Wang, Kitty Wang, Yuhan Wang, Hailin Wang, Xin Wang, Can Wang, Wenjun Wang, Meina Wang, Xifan Warner, Cody Waser, R. Watson, Simon Watson, Kevin Weaver, Samantha Webber, Carrie A.Wei, Max Weinberg, Carl Weir, David EdwardWeir, David E.Weissman, Steve Weston, Rick Whited, Melissa Widergren, Steven E.Widiss, Rebecca Wiel, Stephen Wilk, Richard Wilkerson, Jordan Wilson, Tom Wilson, Eric Wilson, Holly Wilson, John Wise, Jake Wiser, Ryan H.Wiser, Ryan Witt, Maggie Wodley, Cheryl Wolcott, David R.Wolfram, Catherine Wolske, Kimberly S.Wong-Parodi, Gabrielle Wood, Frances Wood, Lisa Wood, David J.Wooley, David Woolf, Tim Worley, Christopher M.Worrell, Ernst Worthington, Kerry Wu, Jing Wu, Kesheng Wu, Grace Wu, Manfei Xu, Simin Yamba, Francis Yan, Qingyou Yang, Fuqiang Yang, Rui Yen-Wood, Winifred Yih-Huei, Wan Yin, Shengfei Yin, Rongxin Yourstone, Evelin Yuan, Alexandria Yuan, Jiahai Yuan, Mei Zaelke, Durwood Zayas, Jose Zhai, Pei Zhang, Weirong Zhang, Xiang Zhang, Chao Zhang, Ying Zhang, Cong Zhang, Nan Zhang, Yongsheng Zhang, Wenhua Zhang, Jingjing Zhao, Yinghua Zhao, T. Zhao, Alicia Zheng, Nina Zhou, Zhi Zhou, Yan Zhou, Nan Zhu, Qianru Zhu, Xiangqi Zimring, Mark Zinaman, Owen R.Zinaman, Owen Zuboy, Jarett Zumerchik, John Zwickel, Timm

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Term anyOrganization - Battery GroupOrganization - Building and Industrial Applications DepartmentOrganization - Building Technologies DepartmentOrganization - Building Technology and Urban Systems DivisionOrganization - China Energy GroupOrganization - Commercial Building SystemsOrganization - Consortium for Electric Reliability Technology Solutions (CERTS)Organization - Demand Response Research Center (DRRC)Organization - Electricity Markets and Policy GroupOrganization - Electronics, Lighting and NetworksOrganization - Energy Analysis and Environmental Impacts DivisionOrganization - Energy Efficiency Standards GroupOrganization - Energy Storage and Distributed Resources DivisionOrganization - Energy Storage GroupOrganization - Energy Technologies AreaOrganization - Global Cooling Efficiency ProgramOrganization - Grid Integration GroupOrganization - Indoor Environment GroupOrganization - International Energy Analysis DepartmentOrganization - International Energy Studies GroupOrganization - Residential Building SystemsOrganization - Simulation ResearchOrganization - Sustainable Energy DepartmentOrganization - Sustainable Energy Systems GroupOrganization - Sustainable Federal OperationsOrganization - Whole Building Systems DepartmentPublication Keywords - 175GW by 2022Publication Keywords - 2030Publication Keywords - ACPublication Keywords - AdaptationPublication Keywords - advanced metering infrastructurePublication Keywords - AEO99Publication Keywords - Agent-based simulationPublication Keywords - aggregators of retail customersPublication Keywords - Air ConditionersPublication Keywords - air conditioningPublication Keywords - air pollutionPublication Keywords - Air-conditioner energy efficiencyPublication Keywords - airconditioningPublication Keywords - alternative energy technologiesPublication Keywords - Analog switch offPublication Keywords - ancillary servicesPublication Keywords - Ancillary Services Markets in CaliforniaPublication Keywords - Appliance Energy EfficienceyPublication Keywords - appliance energy efficiencyPublication Keywords - Appliance market transformationPublication Keywords - Appliance standards and labelingPublication Keywords - appliancesPublication Keywords - attitudesPublication Keywords - automated demand responsePublication Keywords - automated demand response pilots & implementationPublication Keywords - base rate incentivePublication Keywords - baseline load profilePublication Keywords - Baseline predictionPublication Keywords - BatteryPublication Keywords - battery electric vehiclesPublication Keywords - best practicesPublication Keywords - BiofuelPublication Keywords - biofuelPublication Keywords - bottom up modelingPublication Keywords - bottom-upPublication Keywords - Bottom-up AuctionsPublication Keywords - Bottom-up energy modelingPublication Keywords - BTJRCPublication Keywords - buildingsPublication Keywords - CAISOPublication Keywords - californiaPublication Keywords - california analysisPublication Keywords - capacity factorPublication Keywords - carbonPublication Keywords - Carbon dioxidePublication Keywords - carbon dioxidePublication Keywords - carbon dioxide emissionsPublication Keywords - Carbon emission mitigationPublication Keywords - carbon emissionsPublication Keywords - case studyPublication Keywords - CEC-007Publication Keywords - Ceiling fanPublication Keywords - Celing FansPublication Keywords - CERTS Transmission PlanningPublication Keywords - Charging infrastructurePublication Keywords - ChinaPublication Keywords - China DREAM ModelPublication Keywords - China EnergyPublication Keywords - China Energy GroupPublication Keywords - China Energy PolicyPublication Keywords - Clean Energy MinisterialPublication Keywords - climate changePublication Keywords - clothes washingPublication Keywords - clusteringPublication Keywords - CO2 emissionsPublication Keywords - CO2 emissions reductionPublication Keywords - Coal generatorPublication Keywords - Coal peakPublication Keywords - coal transitionPublication Keywords - Combined Heat and Power (CHP)Publication Keywords - combined heat and power (chp)Publication Keywords - commercialPublication Keywords - commercial buildingPublication Keywords - Communication TechnologiesPublication Keywords - competitionPublication Keywords - compliancePublication Keywords - congestionPublication Keywords - consortium for electric reliability technology solutions (certs)Publication Keywords - consumer behavior studyPublication Keywords - consumer tarifsPublication Keywords - contractor sales trainingPublication Keywords - controllable loadsPublication Keywords - Cooling efficiencyPublication Keywords - cooling systemsPublication Keywords - CorrosionTotal equivalent warming impactPublication Keywords - costPublication Keywords - cost effectivenessPublication Keywords - Cost modelPublication Keywords - Cost-EffectivenessPublication Keywords - Critical peak pricingPublication Keywords - critical peak pricingPublication Keywords - cultural practicesPublication Keywords - CurtailmentPublication Keywords - customer acceptancePublication Keywords - dataPublication Keywords - Data AnalyticsPublication Keywords - decarbonizationPublication Keywords - decompositionPublication Keywords - DelhiPublication Keywords - demand flexibilityPublication Keywords - demand responsePublication Keywords - Demand ResponsePublication Keywords - demand response and distributed energy resources centerPublication Keywords - Demand Response PotentialPublication Keywords - demand response researchPublication Keywords - demand response research centerPublication Keywords - Demand Response Research Center (DRRC)Publication Keywords - Demand Side ManagementPublication Keywords - demand side resources: policyPublication Keywords - demand-side management (dsm)Publication Keywords - demand-side resourcesPublication Keywords - DepreciationPublication Keywords - derPublication Keywords - deregulationPublication Keywords - developing countriesPublication Keywords - developing country studiesPublication Keywords - Digital television transitionPublication Keywords - Dispatch modelingPublication Keywords - distributed energyPublication Keywords - distributed energy resources (der)Publication Keywords - distribution planningPublication Keywords - Distribution System PlanningPublication Keywords - distribution system planningPublication Keywords - DOE Electricity StudiesPublication Keywords - Driving DemandPublication Keywords - Dry anaerobic digestionHigh-solids anaerobic digestionPublication Keywords - economic analysisPublication Keywords - economic comptetitivenessPublication Keywords - economic dispatchPublication Keywords - economic transitionPublication Keywords - economicsPublication Keywords - Economics of Demand ResponsePublication Keywords - efficiencyPublication Keywords - Efficiency improvementPublication Keywords - Efficiency standardsPublication Keywords - elasticityPublication Keywords - Electric and Gas Utility Planning and RatemakingPublication Keywords - electric power qualityPublication Keywords - electric utilitiesPublication Keywords - electric utility regulationPublication Keywords - Electric vehiclePublication Keywords - electric vehiclePublication Keywords - electric vehiclesPublication Keywords - electricityPublication Keywords - Electricity gridPublication Keywords - electricity gridPublication Keywords - Electricity marketPublication Keywords - electricity market rulesPublication Keywords - electricity marketsPublication Keywords - electricity markets and policy groupPublication Keywords - Electricity Markets and Policy GroupPublication Keywords - Electricity ratePublication Keywords - electricity rate designPublication Keywords - electricity reliabilityPublication Keywords - electricity reliability trendsPublication Keywords - electrificationPublication Keywords - em&vPublication Keywords - Emission mitigationPublication Keywords - emissionsPublication Keywords - enabling technologyPublication Keywords - end-use energy modelPublication Keywords - EndusePublication Keywords - Energy AccessPublication Keywords - energy analysis and environmental impacts departmentPublication Keywords - Energy Analysis and Environmental Impacts DivisionPublication Keywords - energy conservationPublication Keywords - energy consumptionPublication Keywords - Energy economicsPublication Keywords - energy effi ciencyPublication Keywords - Energy EfficiecnyPublication Keywords - energy efficiencyPublication Keywords - energy efficiency resource standard (eers)Publication Keywords - energy efficiency resource standards (eers)Publication Keywords - energy efficiency service industryPublication Keywords - energy efficiency standardsPublication Keywords - energy efficiency standards.Publication Keywords - energy efficient appliancesPublication Keywords - Energy efficient financial incentivesPublication Keywords - Energy End-Use ForecastingPublication Keywords - energy intensityPublication Keywords - energy intensity reductionPublication Keywords - energy labelPublication Keywords - energy marketsPublication Keywords - Energy modelPublication Keywords - 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Waste-to-Energy SystemsResearch Areas - WI Trans PlanningResearch Areas - Wind Acceptance

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Keyword any175GW by 20222030ACAdaptationadvanced metering infrastructureAEO99Agent-based simulationaggregators of retail customersAir Conditionersair conditioningair pollutionAir-conditioner energy efficiencyairconditioningalternative energy technologiesAnalog switch offancillary servicesAncillary Services Markets in CaliforniaAppliance Energy Efficienceyappliance energy efficiencyAppliance market transformationappliancesattitudesautomated demand responseautomated demand response pilots & implementationbase rate incentivebaseline load profileBaseline predictionBatterybattery electric vehiclesbest practicesbiofuelbottom-upBottom-up AuctionsBottom-up energy modelingBTJRCbuildingsCAISOcaliforniacalifornia analysiscapacity factorcarboncarbon dioxidecarbon dioxide emissionscarbon emissionscase studyCEC-007Ceiling fanCERTS Transmission PlanningCharging infrastructureChinaChina DREAM ModelChina EnergyChina Energy GroupClean Energy Ministerialclimate changeclothes washingclusteringCO2 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Report

Sullivan, Michael J, Josh A Schellenberg, and Marshall Blundell. Updated Value of Service Reliability Estimates for Electric Utility Customers in the United States. 2015. LBNL-6941E.

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Sullivan, Michael J, Myles T Collins, Josh A Schellenberg, and Peter H Larsen. Estimating Power System Interruption Costs: A Guidebook for Electric Utilities. 2018. LBNL-2001164.

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   Guidebook PDF (4.37 MB)

Sullivan, Michael J, Matthew G Mercurio, and Josh A Schellenberg. Estimated Value of Service Reliability for Electric Utility Customers in the United States. 2009. LBNL-2132E.

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Presentation

Schellenberg, Josh A. "Using Customer Reliability Benefits to Support Business Cases for Smart Grid Investments." 2015.

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Policy Brief

Schellenberg, Josh A, and Peter H Larsen. "Changes to the Underlying Econometric Models for the Interruption Cost Estimate (ICE) Calculator." 2018.

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Conference Paper

Schellenberg, Josh A, Barney Speckman, and Joseph H Eto. "Integrating customer interruption costs into outage management systems." IEEE Transmission and Distribution Conference. IEEE, 2016. LBNL-1006116.

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Sullivan, Michael J, Matthew G Mercurio, Josh A Schellenberg, and Joseph H Eto. "How to Estimate the Value of Service Reliability Improvements." IEEE Power and Energy Society General Meeting. Minneapolis, MN: IEEE, 2010. 5. LBNL-3592E.

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