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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, Karen Anderson, Dennis Anderson, Jeremey Arapogianni, Athanasia Ardani, Kristen Arent, Douglas J.Arora, Siddharth Arreola, Georgina Arvizu, Dan Ashmoore, Olivia Association, National Rural ElecÅstrand, Kerstin Atkinson, Barbara A.Atkinson, Celina S.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, Gordon S.Bauer, Florian Bauer, Douglas C.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, Mark Bolinger, Greta 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, Richard E.Brown, Nancy J.Brown, Jason PBrown, Marilyn A.Brown, Matthew 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, Wenjia Cai, Jiaru Callaway, Duncan S.Calwell, Chris Canfield, Casey Caponio, Roberto Cappers, Peter Carey, Dave Carlson, Ola Carpenter, Alberta Carr, Tom Carr, Thomas 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, Qixin Chen, Cliff Chen, Yidan Cheng, Jianhong Chernyakhovskiy, Ilya Cherubini, Antonello Chessin, Emily Chinowsky, Paul S.Choi, Jaesik Choi, Jun YoungChristensen, John Chum, Helena Chung, Yunsik 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, Stuart Cohen, Samuel D.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, Paritosh Das, Ganesh Davidson, Carolyn Davidson, Michael R.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, Ahmad Faruqui, Ahmed Fazio, John Feldman, David Feng, Wei Fink, Sari Firestone, Jeremy Firestone, Ryan M.Fischedick, Manfred Fisher, Diane C.Fisher, Emily Fisher, Katherine 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, 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 Gilman, Megan 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, 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, Elaine Hale, Douglas R.Hall, Sarah Hamilton, Sofia D.Hammond, Robert Hand, Maureen Hand, Maureen Hans, Liesel Hansen, Dana Hansen, Gerrit Hanus, Nichole LHarper, John Harris, Jeffrey P.Harris, Tom Harris, Andrew Harris, Jeff Harris, Chioke B.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, Tianzhen Hong, Sanghyun 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, Bohao Huang, Hai Huang, Yu JoeHuang, Can 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, Brett Johnson, Alissa K.Johnson, Katie Jones, Philip B.Jones, Richard BJones, Evan Jones, Christian BirkJordan, Dirk C.Jordon, Jennifer Joshi, Prateek 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 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, Henry Kelly, Suedeen G.Kemp, Julie MulvaneyKempton, Willett Kersey, Jessica Keyser, David Khan, Kamran Khan, Aamir HussainKhan, Jamil Khandekar, Aditya Khangura, Jagmeet Khanna, Nina Khare, Amit Khavkin, Mark Kihm, Steve Kikuchi, Yuka Kiliccote, Sila Kim, Taehoon Kim, Eunsung Kim, Dae HoonKim, Y.K. Kim, Janghyun Kim, Seung WanKim, James HyungkwanKintner-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, K. Lee, Dongeun Lee, Ga RickLehman, 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, Roger Levy, Jonathan Lew, Debra Lew, Debbie Lewis, Joanna I.Lewis, Anthony Lewis, Lawrence PaulLi, Boning Li, Han Li, Michael Liang, Xi Lieberman, Bob Liew, Lucy Lin, Jiang Lin, Jieming Lin-Powers, Jessica Linvill, Carl Liu, Xu Liu, Zhu Liu, Manzhi Liu, Jingjing Liu, Shiyu Liu, Yilu 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, Ookie Ma, James MinhMacdonald, Andrew MacDonald, Jason S.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, Margaret McCall, James McDermott, Thomas E.McDermott, Tom 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, Nicholas Miller, Chandler Miller, John 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, John Murphy, Sean Murphy, F.H. Murphy, Jimmy 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, Laura Parsons, Brian 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, Rob Peterson, Robert 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, Donna Pratt, Robert G.Preble, Chelsea V.Present, Elaina Price, Lynn K.Price, Snuller Price, Sarah 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 Reames, Tony G.Reeves, Cale Regnier, Cynthia Rehfeldt, Knud Reid, Michael Reilly, Jessica Reilly, John Reis, Vera Reis, Fernando BeretaDosReiter, Emerson Relf, Grace Reller, Keith Reneses, Javier Rennels, Lisa Reyna, Janet Reynolds, Deborah Reynolds, Arlis 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, Marc Ross, Stephanie 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, Nakul Sathaye, Jayant A.Satre-Meloy, Aven Sawin, Janet Saxena, Samveg Saxonis, Bill Sayen, Nick 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.Schostek, Tyler Schultz, Donald Schumacher, Allison Schumacher, Katja B.Schwartz, Lisa C.Schwartz, Judith Schwartz, Peter 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, Martin Shields, Matt Shiraishi, Kenji Shirley, Wayne Shoemaker, C. Short, Tom Short, Walter Shown, Leslie J.Shrimali, Gireesh Siddiqui, Afzal S.Siderius, Hans PaulSifuentes, Froylan Sigrin, Ben Sigrin, Benjamin Silva, Tony Silverstein, Alison Sim, Alex Simonot, Emilien Sims, Ralph Singer, Terry E.Singhal, Nikita G.Sinton, Jonathan E.Skumatz, Lisa Sky, Haiku Smith, Kevin J.Smith, Charles Smith, Douglas W.Smith, Robert Smith, Aaron Smith, Sarah Smith, Sarah JosephineSmith, Sarah J.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, Nigel Taylor, Margaret Taylor-Anyikire, Alyse Tegen, Suzanne Teisberg, Thomas J.Teixeria, Anthony Telsnig, Thomas Teng, Joseph Teng, Fei 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, Devra Wang, Yuhan Wang, Peng Wang, Kitty Wang, Hailin Wang, Juan Wang, Meina Wang, Wenjun Wang, Joy Wang, Xin Wang, Can Wang, Xifan Warner, Cody Waser, R. Watson, Simon Watson, Kevin Weaver, Samantha Webber, Carrie A.Wei, Max Weinberg, Carl Weir, David E.Weir, David EdwardWeissfeld, Ari Weissman, Steve Weston, Rick White, Philip Whited, Melissa Widergren, Steven E.Widiss, Rebecca Wiel, Stephen Wilk, Richard Wilkerson, Jordan Williams, Juliana Wilson, Tom Wilson, Kyle Wilson, John Wilson, Eric Wilson, Holly Wise, Jake Wiser, Ryan Wiser, Ryan H.Witt, Maggie Wodley, Cheryl Wolcott, David R.Wolfram, Catherine Wolske, Kimberly S.Wong-Parodi, Gabrielle Wood, David J.Wood, Frances Wood, Lisa Wooley, David Woolf, Tim Worley, Christopher M.Worrell, Ernst Worthington, Kerry Wu, Grace Wu, Manfei Wu, Jing Wu, Kesheng Xu, Simin Yamba, Francis Yan, Qingyou Yang, Haozhe Yang, Fuqiang Yang, Jaemo Yang, Rui Yen-Wood, Winifred Yih-Huei, Wan Yin, Rongxin Yin, Shengfei Yoshimura, Jennifer Yourstone, Evelin Yuan, Alexandria Yuan, Jiahai Yuan, Mei Zaelke, Durwood Zayas, Jose Zhai, Pei Zhang, Weirong Zhang, Cong Zhang, Nan Zhang, Jingjing Zhang, Xiang Zhang, Chao Zhang, Ying Zhang, Yongsheng Zhang, Wenhua Zhao, T. Zhao, Yinghua Zhao, Alicia Zheng, Nina Zhou, Zhi Zhou, Yan Zhou, Nan Zhu, Qianru Zhu, Xiangqi Zimring, Mark Zinaman, Owen Zinaman, Owen R.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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value of informationPublication Keywords - value of service reliabilityPublication Keywords - VariabilityPublication Keywords - variabilityPublication Keywords - Variable refrigerant flowPublication Keywords - variable-resolution climate modelingPublication Keywords - Variable-resolution climate modelingPublication Keywords - Vehicle fuel economyPublication Keywords - Vehicle to gridPublication Keywords - VehiclesPublication Keywords - wholesale electricity marketsPublication Keywords - Wind energyPublication Keywords - wind energyPublication Keywords - wind policyPublication Keywords - wind potentialPublication Keywords - wind powerPublication Keywords - Wind resource inter-annual variabilityPublication Keywords - wood, Air quality and air pollutionPublication Keywords - workforce developmentPublication Type - ExternalResearch Areas - AARDResearch Areas - AfricaResearch Areas - Air ConditionersResearch Areas - Air Pollution Science & TechnologyResearch Areas - Air Quality & Climate ModelingResearch Areas - 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Vehicle GridResearch Areas - Waste-to-Energy SystemsResearch Areas - WI Trans PlanningResearch Areas - Wind Acceptance

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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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2009

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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2010

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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2015

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

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2016

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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2018

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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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)