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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 Agarwal, Shreya 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, Jeremey Anderson, Karen Anderson, Dennis 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.Barlow, Jay Barmack, Matthew Barrett, Henry Barrows, Clayton 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, Randy Berry, Linda Bertoldi, Paolo Best, Carmen Bhandari, Divita Bharvirkar, Ranjit Bhatti, Bilal AhmadBianchi, Carlo Bianco, Emanuele Bie, Zhaohong Bieler, Stephanie Biermayer, Peter J.Billingsley, Megan A.Bird, Lori Birr, David Bistline, John Black, Doug Blair, Nate 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 Borum, Brad Bosco, Jenifer Bosse, Dennis Bottasso, Carlo L.Botterud, Audun Bowen, Thomas Bradbury, Kyle Braithwait, Steven D.Breakman, Paul Bressand, Florian Bretz, Sarah E.Brightwell, David Brinkman, Greg L.Brittan, Grace Brockett, Debbie Brockway, Lance R.Broderick, Caitlin Brook, Martha Brooks, Cameron Brower, Michael Brown, Jason PBrown, Matthew Brown, Marilyn A.Brown, Richard E.Brown, Nancy J.Bruckner, Thomas Brumsickle, William Brunner, Eric Brutkoski, Donna Buckley, Michael Budhraja, Vikram S.Buen, Odon D.Burdette, Jessica Burkhardt, Jesse Burton, Robin Busch, John F.Bushey, Doug Butkins, Kim Cai, Jiaru Cai, Wenjia 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 Chalishazar, Vishvas Chan, Peter T.Chandra-Putra, Handi Chang, Audrey Chawla, Kiran Chawla, Kanika Chen, Cliff Chen, Yidan Chen, Qixin Cheng, Jianhong Chernyakhovskiy, Ilya Cherubini, Antonello Chessin, Emily Chinowsky, Paul S.Choi, Jaesik Choi, Jun YoungChristensen, John Chum, Helena Chung, Donald Chung, Yunsik Clair, Matt St.Claridge, David Clark, Roger Clark, Robin Clarke, Leon Cleary, Brendan Clements, Allison Clifton, Andrew Cochran, Jaquelin Coddington, Michael Coddington, Mike Cohen, Samuel D.Cohen, Stuart Cohen, Jesse Cole, Wesley Coleman, Philip Collier, Craig Collins, Myles T.Comnes, Alan Constable, Ryan Cooke, Alan Cooper, Adam Cooperman, Aubryn Corneli, Steve Cory, Karlynn Cotton, Will Coughlin, Jason Coughlin, Katie Couture, Toby Cowiestoll, Brady Craig, Paul P.Cramer, Mike Crandall, Geoffrey Crawley, Drury B.Cripps, Molly Croce, Alessandro Cross, John Cullen, Kim Cullicott, Cathy Cutler, Harvey Cutter, Eric Dagle, Jeffery E.Dai, Fan Dalton, Patrick Darghouth, Naïm R.Darlow, Ryan Das, Ganesh Das, Paritosh Davidson, Michael R.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, Zhu Deng, Hao 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 Ding, Tao Dingguo, Xin DiSanti, Nicholas Divan, Deepak Doane, James Dobson, Patrick Doerrer, Siegfried Donahue, Patricia Dong, Changgui Donohoo-Vallett, Paul Donohue, Stacey Dornfeld, Tera Dubbeling, Timon Dubey, Anamika Duffy, Aidan Duffy, Patrick 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 Edmundson, Caitlyn Edwards, Jennifer L.Ehlen, Ali Eide, Anita Ela, Erik Elizondo, Marcelo Elliot, Randolph Elliott, Debi Ellis, Jeffrey Ellis, Abraham Ellison, James Elmallah, Salma Elsworth, James Emmanuel, Michael Energy, U.S. DepartmentEngel, Daniel Ericsson, Karin Eshraghi, Hadi Eto, Joseph HEugeni, Ed Evans, Sam Faaij, Andre Fadrhonc, Emily MartinFaesy, Richard Fagiano, Lorenzo Fakhry, Rachel Fan, Yuqi Fan, Xiaoyuan Fang, Jeff Farber, Mindi J.Farley, Chandra Farnsworth, David Faruqui, Ahmed Faruqui, Ahmad Fazio, John Feldman, David Feng, Wei Fink, Sari Firestone, Jeremy Firestone, Ryan M.Fischedick, Manfred Fisher, Katherine 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 Fortman, Natalie 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 Fujita, Sydny 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 Garcia-Menendez, Fernando Garrity, Christopher Garrity, Chris 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, Megan 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, Barry Goldstein, David BGolemboski, Bill Golightly, Christopher Golove, William H.Gómez, Tomás Goodin, John Goodrich, Alan Gopal, Anand R.Gopinathan, Narayan Gordon, Jessica Gordon, Fred Gorman, Will Gotham, Douglas J.Govindarajan, Anand Grace, Robert Graff-Zivin, Joshua Granderson, Jessica Greely, Kathleen M.Green, Johney Green, Peter 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.Hale, Elaine Hall, Sarah Hamilton, Sofia D.Hammond, Robert Hand, Maureen Hand, Maureen Hans, Liesel Hansen, Gerrit Hansen, Dana Hanus, Nichole LHarper, John Harris, Jeffrey P.Harris, Jeff Harris, Chioke B.Harris, Andrew Harris, Tom Hart, Olga EpshteinHarte, 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, Ron Hoffman, Alex Hoffman, Ian M.Hoffmeyer, Dale Holland, Christine A.Holt, Edward Holttinen, Hannele Holuj, Brian Homer, Juliet Hong, Sanghyun 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 Hu, Wei Huang, Hai Huang, Yu JoeHuang, Can Huang, Bohao Hübner, Gundula Huckerby, John Hummel, Holmes Huneycutt, Joshua Hunt, Hannah Husabø, Lief I.Hyman, Joshua Ing, Edwin Initiative, Clinton ClimateInstitute, Edison ElectricIssler, Paulo Iyer, Maithili Jackson, Thomas Jacobs, David Jacobson, Arne Jadun, Paige 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, Jeremiah X.Johnson, Alissa K.Johnson, Brett Johnson, Katie Jones, Richard BJones, Christian BirkJones, Philip B.Jones, Evan Jordan, Dirk C.Jordon, Jennifer Joshi, Mohit Joshi, Prateek Juergens, Patricia A.Junquera, J. Kadner, Susanne Kahn, Edward PKahrl, Fredrich Kahrl, Fredrich Kahrl, Fritz Kaldellis, John Kaliski, Ken Kammen, Daniel M.Kang, Hee JeongKao, Shih-Chieh Kar, Bandana Karali, Nihan Karcher, Matthew D.Karlosky, Michael Kates-Garnick, Barbara Kathan, David Katofsky, Ryan Katz, Aaron Kawamoto, Kaoru Kawann, Cornelia Keereepart, Thanawat Kelley, Maxwell Kelly, Suedeen G.Kelly, Henry Kemp, Julie MulvaneyKempton, Willett Kersey, Jessica Keyser, David Khan, Kamran Khan, Jamil Khan, Aamir HussainKhandekar, Aditya Khangura, Jagmeet Khanna, Nina Khare, Amit Khavkin, Mark Kihm, Steve Kikuchi, Yuka Kiliccote, Sila Kim, Taehoon Kim, Y.K. Kim, Eunsung Kim, James HyungkwanKim, Janghyun Kim, Dae HoonKim, Seung WanKintner-Meyer, Michael Kiran, Mariam Kirby, Brendan J.Kirchstetter, Thomas W.Kirshner, Dan Kito, Suzie Kitzing, Lena Klauber, Cecilia Klein, Anne Klise, Geoffrey T.Klucher, Matt Komiyama, Ryoichi Konopacki, Steven J.Koomey, Jonathan G.Kozel, Sam Kramer, Chris Kramer, Louisa 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 Kuykendall, Olivia 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 IribasLave, Matthew Lavin, Luke Lawson, Megan Lawton, Leora Lazar, Alina Lazar, Jim Lazo, Jeffery K.Leach, Matt Lebot, Benoit Ledbetter, Marc R.Lee, Kevin Lee, Ga RickLee, Dongeun Lee, K. Lehman, Bryan Lehr, Ronald Lehtomäki, Ville Leibowicz, Benjamin Lempert, Robert Lenox, Carl Leow, Woei LingLesieutre, Bernard Lesiw, Mark Lester, James Letschert, Virginie E.Lev, Baruch Leventis, Greg Levin, Todd Levine, Mark D.Levy, Jonathan Levy, Roger Lew, Debra Lew, Debbie Lewis, Lawrence PaulLewis, Anthony Lewis, Joanna I.Li, Boning Li, Han Li, Michael Liang, Xi Lieberman, Bob Liew, Lucy Lin, Jieming Lin, Jiang Lin-Powers, Jessica Linvill, Carl Liu, Zhu Liu, Shiyu Liu, Manzhi Liu, Yilu Liu, Xu Liu, Jingjing Londo, Jody Lovins, Amory Lowry, Mark NewtonLu, Hongyou Lu, Hongyou Lucon, Oswaldo Lüers, Silke Lundquist, Julie K.Lunn, Molly Luo, Qian Luong, Thanh Lutzenhiser, Susan Ma, James MinhMa, Ookie MacDonald, Jason S.Macdonald, Andrew Mackin, Peter Macknick, Jordan Macmillan, Madeline Mahler, Susan A.Mai, Trieu Makos, Matthew Malof, Jordan M.Malone, Erin Maloney, Patrick Manwell, James Marengo, Marco Margolis, Robert Maribu, Karl M.Markel, Robert J.Marker, Tony Marnay, Chris Marquis, Melinda Martin, Nathan C.Martinez, Juan Martinez, Mark S.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, Tom McDermott, Thomas E.McJeon, Haewon McKane, Aimee T.McKellar, Barbara J.McKenna, Killian McLaren, Joyce McMahon, James E.McMenamin, Stuart McMillan, Madeline 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.Michals, Julie Milford, James Milford, Lewis Miller, John Miller, Nicholas Miller, Chandler Miller, John J.Miller, Eric L.Miller, Peter M.Millhone, John Milligan, Michael Mills, Andrew D.Mills, Evan Millstein, Dev Milne, Adele Mitchell, Catherine Mitchell-Jackson, Jenn Mobasheri, Fred Moezzi, Mithra M.Mohanty, Priyanka Momber, Ilan Moné, Christopher Montañés, Cristina CrespoMoomaw, William Moon, Hee SeungMorash, Sean Moreira, José Moriarty, Patrick Moro, Alberto Morotomi, Toru Morrison, Jay Morrow, William R.Morse, Susan Mowers, Matthew Mu, Chenlu Mueller, Joscha Mukherjee, P.K. Munduate, Xabier Munoz, Francisco D.Murphy, Sean Murphy, Jimmy Murphy, F.H. Murphy, John Murray, Cathie Murthy, Samanvitha Murtishaw, Scott Muskulus, Michael Nadai, Alain Nadel, Steven M.Nagarajan, V. Nakagami, Hidetoshi Namovicz, Christopher Napoleon, Alice Narasimhan, S.R. Nataf, Jean-Michel Naughton, Jonathan Ndhlukula, Kudakwashe Neenan, Bernard Nemet, Gregory Nemtzow, David Neukomm, Monica Newlun, Cody NexantNicholson, Scott Nilsson, Lars J.Nordhaus, Robert R.Nordman, Bruce Novianto, Andi Nyboer, John O'Boyle, Mike 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’Boyle, Mike 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, Kate Peters, Jane S.Peterson, Robert Peterson, Rob 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 Prapost, Marlena Pratt, Robert G.Pratt, Donna Preble, Chelsea V.Present, Elaina Price, Snuller Price, Sarah K.Price, Lynn K.Prifti, Elton Prudencio, Rodrigo Puckett, Curt D.Putra, Handi ChandraQi, Ye Qin, Yining Rabe, K.M. Radojicic, Tijana Raghavan, Shuba V.Rahman, Atiq Rai, Varun Rainer, Leo I.Raitt, Heather Rajagopal, Deepak Rajagopal, Ram Ramesh, Ramamoorthy Rand, Joseph Rao, Poorvi Raoc, Ajith Rasmussen, Flemming Rath, Larry Rauner, Sebastian Raymond, Russell Rea, Chuck Reames, Tony G.Reames, Tony Reeves, Cale Regnier, Cynthia Rehfeldt, Knud Reid, Michael Reilly, John Reilly, Jessica Reis, Vera Reis, Fernando BeretaDosReiter, Emerson Relf, Grace Reller, Keith Reneses, Javier Rennels, Lisa Reyna, Janet Reynolds, Arlis Reynolds, Deborah Rhodes, Jill 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, Stephanie Ross, Marc Rosser, Carey Rossol, Michael Rothkopf, Michael H.Roughan, Tim Roumpani, Maria Rourke, Stephen J.Royer, Patrick 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, Jayant A.Sathaye, Nakul Satre-Meloy, Aven Sawin, Janet Saxena, Samveg Saxonis, Bill Sayen, Nick Schaeffer, Roberto Scheer, Rich Scheer, Richard M.Schei, Tormod Schellenberg, Josh A.Schewel, Laura Schild, Philippe Schiller, Steven R.Schipper, Leon J.Schlegel, Jeff Schlömer, Steffen Schlosser, Adam Schmehl, Roland Schneider, Stephen H.Schneider, Kevin Schostek, Tyler Schultz, Donald Schumacher, Katja B.Schumacher, Allison Schwartz, Peter Schwartz, Lisa C.Schwartz, Judith Schweitzer, Martin Scott, Bryan Scown, Corinne D.Sears, James Seaton, Wayne Sedano, Richard Seel, Joachim Sekar, Ashok Sempreviva, Anna MariaSengupta, Manajit Serota, 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 Shields, Martin Shiraishi, Kenji 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 Sky, Haiku Smith, Sarah Smith, Aaron Smith, Kevin J.Smith, Sarah J.Smith, Charles Smith, Robert Smith, Sarah JosephineSmith, Douglas W.Smith, Brian Sobin, Rodney Socolow, Robert H.Sohn, Michael D.Sokona, Youba Solomon, Michelle Solomon-Culp, Joshua Song, Yong HyunSonnenblick, 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 Stefek, Jeremy Stehly, Tyler Stein, Joshua Stem, Rachel E.Stenkvist, Maria Stensson, Sofia Sternfeld, Scott Stewart, Emma M.Stoddard, Michael Stoft, Steven Stoll, Brady Stoughton, Kate McMordieStovall, John P.Stratton, Chris Strauss, Rose Streltsov, Artem Strzepek, Kenneth Stuart, Elizabeth Stuart, Emma Stübs, Marius Stukel, Laura Su, Jean Sukenik, Andy Sullivan, Michael J.Sun, Yuge Sutter, Mary Sweeney, James L.Swezey, Blair Szinai, Julia Szum, Carolyn Taft, Jeffrey Tande, John Tasar, Elif Taylor, Margaret Taylor, Nigel 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 Villa, Daniel Vine, Edward L.Vitina, Aisma Voegele, Jonathan von Stechow, Christoph Vorsatz, Diana Vrolijk, Christiaan Wachtel, Amanda Waggoner, Danny Waide, Paul Waldman, Donald M.Walia, Archana Walker, Victor Wallace, Kelly E.Wallace, Nancy Wallasch, Anna-Kathrin Walther, David CharlesWan, Yih-huei Wang, Peng Wang, Kitty Wang, Joy Wang, Hailin Wang, Xin Wang, Meina Wang, Can Wang, Wenjun Wang, Xifan Wang, Yuhan Wang, Juan Wang, Devra Warner, Cody Waser, R. Watson, Kevin Watson, Simon Weaver, Samantha Webber, Carrie A.Wei, Max Weinberg, Carl Weir, David EdwardWeir, David E.Weissfeld, Ari Weissman, Steve Weston, Rick White, Philip Whited, Melissa Widergren, Steven E.Widiss, Rebecca Wiel, Stephen Wilk, Richard Wilkerson, Jordan Williams, Juliana Wilson, Eric Wilson, Kyle Wilson, John Wilson, Holly Wilson, Tom 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, David J.Wood, Lisa Wooley, David Woolf, Tim Worley, Christopher M.Worrell, Ernst Worthington, Kerry Wu, Manfei Wu, Grace Wu, Jing Wu, Kesheng Xu, Simin Yamba, Francis Yan, Qingyou Yang, Fuqiang Yang, Jaemo Yang, Rui Yang, Haozhe Yen-Wood, Winifred Yih-Huei, Wan Yin, Shengfei Yin, Rongxin Yoshimura, Jennifer Yourstone, Evelin Yuan, Jiahai Yuan, Mei Yuan, Alexandria Zaelke, Durwood Zayas, Jose Zhai, Pei Zhang, Ying Zhang, Cong Zhang, Nan Zhang, Yongsheng Zhang, Wenhua Zhang, Jingjing Zhang, Weirong Zhang, Xiang Zhang, Chao Zhao, Alicia Zhao, T. Zhao, Yinghua Zheng, Nina Zhou, Nan Zhou, Zhi Zhou, Yan Zhu, Qianru Zhu, Xiangqi Zimring, Mark Zinaman, Owen R.Zinaman, Owen Zuboy, Jarett Zuckerman, Gabriel 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 - 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 - StandbyOrganization - 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 - building decarbonizationPublication 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 - CGE modellingPublication Keywords - Charging infrastructurePublication Keywords - ChinaPublication Keywords - China DREAM ModelPublication Keywords - China EnergyPublication Keywords - China Energy GroupPublication Keywords - China Energy PolicyPublication Keywords - Clean EnergyPublication Keywords - Clean energyPublication Keywords - Clean Energy MinisterialPublication Keywords - Clean GridPublication 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 - decarbonization pathwaysPublication Keywords - decompositionPublication Keywords - Deep decarbonizationPublication 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 - 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solutionsDepreciationderderegulationdeveloping countriesdeveloping country studiesDigital television transitionDispatch modelingdistributed energydistributed energy resources (der)distribution planningdistribution system planningDistributional analysisDOE Electricity StudiesDriving DemandDry anaerobic digestionHigh-solids anaerobic digestioneconomic analysiseconomic comptetitivenesseconomic dispatcheconomic growtheconomic transitioneconomicsEconomics of Demand ResponseefficiencyEfficiency improvementEfficiency standardselasticityElectric and Gas Utility Planning and Ratemakingelectric power qualityelectric utilitieselectric utility regulationelectric vehicleelectric vehicleselectricityelectricity gridElectricity marketelectricity market ruleselectricity marketselectricity markets and policy groupElectricity rateelectricity rate designelectricity reliabilityelectricity reliability trendselectrificationem&vEmission mitigationemission trading schemeemissionsenabling technologyend-use 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labelsstate renewable energy policiesstoragesubsidiesSuper-efficient appliancessupport and oppositionsustainable coolingSustainable Space Coolingsustainalble space coolingSwitchable polarizationSystem degradationsystem pricingTamil Nadutargettariff designtechnical analysistechnical assistanceTechno-Economic Analysistechnology changeTelevisiontelevisionstest procedurestime-based rateTime-of-use electricity ratetransitiontransmissiontransmission electron microscopytransmission planningtransmission policytransmission reliabilitytransmission system reliabilitytransmission system reliability publicationstransparencytransport policies and measurestransportationTransportation Datatransportation sectorTVTV energy efficiencyUltrathin filmsunited statesurban planningurban transportusutility economicsutility financesutility regulationutility-scalevalue of electricity reliabilityvalue of informationvalue of service reliabilityvariabilityVariable refrigerant flowVariable-resolution climate modelingVehicle to gridVehicleswholesale electricity marketswind energywind policywind potentialwind powerWind resource inter-annual variabilitywood, Air quality and air pollutionworkforce development

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Conference Paper

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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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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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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Presentation

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

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Report

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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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, 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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