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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, Jeremey Anderson, Dennis 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 Bansal, Rajni KantBarbato, Kristin Barber, Jamie Barbose, Galen L.Barlow, Jay Barmack, Matthew Barrett, Henry Barrows, Clayton Barth, Stephan Bartholomew, Emily S.Bartoli, Gianni Barua, Priya Bates, Derrick Battaglia, Vincent S.Bauer, Douglas C.Bauer, Gordon S.Bauer, Florian 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 Bessette, Doug 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 Bonugli, Celina 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 Breit, Raphael 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, Marilyn A.Brown, Jason PBrown, Nancy J.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 Byrnett, Danielle SassCai, Wenjia Cai, Jiaru Callaway, Duncan S.Calwell, Chris Campbell, Allison 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, Kanika Chawla, Kiran Chen, Qixin Chen, Cliff Chen, Yidan Cheng, Jianhong Chernyakhovskiy, Ilya Cherubini, Antonello Chessin, Emily Chinowsky, Paul S.Choi, Jaesik Choi, Jun YoungChojkiewicz, Emilia Chriss, Steve Christensen, 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, Mike Coddington, Michael 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 Dale, Larry L.Dalton, Patrick Darghouth, Naïm R.Darlow, Ryan Das, Paritosh Das, Ganesh Davidson, Michael R.Davidson, Carolyn Dayton, David S.de Buen, Odon de la Rue du Can, Stephane de Lucena, André Frossard PDe 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, Diane C.Fisher, Katherine Fisher, Emily Fitts, Gary A.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 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, Carrie Gill, Elizabeth Gilligan, Donald Gillingham, Ken Gillingham, Kenneth 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, David BGoldstein, Barry Golemboski, 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, Chioke B.Harris, Jeff 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 Hoesch, Karl 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, Wei Hu, Junfeng Huang, Bohao Huang, Hai Huang, Yu JoeHuang, Can Hübner, Gundula Huckerby, John Hummel, Holmes Huneycutt, Joshua Hunt, Hannah Huntington, Tyler Husabø, Lief I.Hyman, Joshua Ing, Edwin Ingram, Michael 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. Jiang, Zhigao Jianhong, Cheng Jin, Ling Johnson, Brett Johnson, Alissa K.Johnson, Katie Johnson, Jeremiah X.Jones, Evan Jones, Philip B.Jones, Richard BJones, 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 Keen, Jeremy 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, Seung WanKim, Janghyun Kim, Taehoon Kim, Y.K. Kim, Dae HoonKim, Eunsung Kim, 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.Koy, Kevin Kozel, Sam 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 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 IribasLaumas, Rohit Lave, Matthew Lavin, Luke Lawson, Megan Lawton, Leora Lazar, Alina Lazar, Jim Lazo, Jeffery K.Leach, Matt Lebot, Benoit Ledbetter, Marc R.Lee, Dongeun Lee, Ga RickLee, Kevin Lee, K. Lehman, Bryan Lehr, Ronald Lehtomäki, Ville Leibowicz, Benjamin Leibowicz, Benjamin D.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, Sarah M.Lewis, Anthony Lewis, Lawrence PaulLewis, Joanna I.Li, Boning Li, Xiangkun Li, Michael Li, Hao Li, Han Liang, Xi Lieberman, Bob Liew, Lucy Lin, Jiang Lin, Jieming Lin-Powers, Jessica Linvill, Carl Liu, Manzhi Liu, Xu Liu, Shiyu Liu, Yilu Liu, Zhu 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, 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, Caitlin 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, 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, Lewis Milford, James Miller, John J.Miller, Nicholas Miller, Eric L.Miller, John Miller, Peter M.Miller, Chandler Millhone, John Milligan, Michael Mills, Evan Mills, Andrew D.Mills, Sarah 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, 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 Napoleon, Alice Narang, David Narasimhan, S.R. Nataf, Jean-Michel Naughton, Jonathan Ndhlukula, Kudakwashe Neenan, Bernard Nemet, Gregory Nemtzow, David Neukomm, Monica Newlun, Cody NexantNicholson, Scott Nilson, Robi 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, Jane S.Peters, Kate 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, Erik Pohl, Johannes Popovich, Natalie Porro, Gian Porter, Kevin Potter, Jennifer Prahl, Ralph Prapost, Marlena Pratt, Donna Pratt, Robert G.Prause, Elaine Preble, Chelsea V.Present, Elaina Price, Lynn K.Price, Sarah K.Price, Snuller 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 Ratz, Heidi BishopRauner, Sebastian Raymond, Russell Rea, Chuck Reames, Tony G.Reames, Tony 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, 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.Saraf, Akash Sarkar, Epica MandalSartono, Edi Satchwell, Andrew Sathaye, Nakul Sathaye, Jayant A.Satheesh, Avanthika 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, Lisa C.Schwartz, Peter 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, Qing Shen, Bo Shenot, John Shephard-Gaw, David Sheppard, Colin Shibata, Yoshiaki Shields, Matt Shields, Martin 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, Douglas W.Smith, Charles Smith, Sarah JosephineSmith, Brian Smith, Sarah Smith, Sarah J.Smith, Aaron Smith, Robert Sobin, Rodney Socolow, Robert H.Sohn, Michael D.Sokona, Youba Solomon, Michelle Solomon-Culp, Joshua Song, Yong HyunSong, Feng Sonnenblick, Richard Soonee, Sushil KumarSoroye, Katie L.Sosler, Andree Sotkiewicz, Paul M.Spahic, Mersiha Sparti, Chelsi 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, Emma Stuart, Elizabeth Stübs, Marius Stukel, Laura Su, Jean Subramaniam, Ravi Sukenik, Andy Sullivan, Michael J.Sun, Yuge Sutter, Mary Sweeney, James L.Swezey, Blair Szinai, Julia Szum, Carolyn Taft, Jeffrey Tande, John Tarufelli, Brittany 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, Xin 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 TValenzuela, Alan Van 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, Hailin Wang, Meina Wang, Juan Wang, Devra Wang, Joy Wang, Yuhan Wang, Wenjun Wang, Bo Wang, Zhaohua Wang, Peng Wang, Kitty Wang, Xin Wang, Can Wang, Xifan 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 White, Jake Whited, Melissa Widergren, Steven E.Widiss, Rebecca Wiel, Stephen Wilk, Richard Wilkerson, Jordan Williams, Juliana Wilson, John Wilson, Holly Wilson, Tom Wilson, Kyle Wilson, Eric Wise, Jake Wiser, Ryan H.Wiser, Ryan 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, Jing Wu, Kesheng Wu, Manfei Xiang, Chenxi Xu, Simin Yamba, Francis Yan, Qingyou Yang, Haozhe Yang, Rui Yang, Fuqiang Yang, Jaemo Yen-Wood, Winifred Yih-Huei, Wan Yin, Shengfei Yin, Rongxin Yoshimura, Jennifer Yourstone, Evelin Yuan, Mei Yuan, Alexandria Yuan, Jiahai Zaelke, Durwood Zayas, Jose Zhai, Pei Zhang, Weirong Zhang, Bin Zhang, Jingjing Zhang, Chao Zhang, Ying Zhang, Cong Zhang, Nan Zhang, Xiang Zhang, Yongsheng Zhang, Wenhua Zhao, T. Zhao, Yinghua Zhao, Alicia Zheng, Nina Zheng, Xinye 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 - 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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 - 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ExternalResearch Areas - AARDResearch Areas - AfricaResearch Areas - Air ConditionersResearch Areas - Air Pollution Science & TechnologyResearch Areas - Air Quality & Climate ModelingResearch Areas - Appliance Energy EfficiencyResearch Areas - Atmospheric Measurements & ModelingResearch Areas - Behavior AnalyticsResearch Areas - BTJRCResearch Areas - BTUS Decision Science and ToolsResearch Areas - BTUS Demand Response and The GridResearch Areas - BTUS Energy and FinancingResearch Areas - BTUS Lighting and ElectronicsResearch Areas - BTUS Modeling and SimulationResearch Areas - Building Technology and Urban Systems DivisionResearch Areas - BuildingsResearch Areas - Buildings and Appliance Energy EfficiencyResearch Areas - CERTSResearch Areas - CERTS Transmission PlanningResearch Areas - Clean Energy PolicyResearch Areas - Climate ChangeResearch Areas - Climate Change Strategies & PoliciesResearch Areas - Community Impacts and Public AcceptanceResearch Areas - Cost, Benefit, & Market AnalysisResearch Areas - Customer Funded ProgramsResearch Areas - Customer Funded Programs-CEResearch Areas - Customer Funded Programs-CoSEResearch Areas - Data and MetricsResearch Areas - Demand ResponseResearch Areas - Demand Response and Smart GridResearch Areas - Demand Response ResearchResearch Areas - Distributed GridResearch Areas - EAEI Energy EfficiencyResearch Areas - EAEI Energy Markets & PolicyResearch Areas - EAEI Environmental Science & TechnologyResearch Areas - EAEI Healthy & Efficient BuildingsResearch Areas - EAEI Renewable EnergyResearch Areas - EAEI Technoeconomic & Life-Cycle ModelingResearch Areas - EAEI Transportation SystemsResearch Areas - EE FinancingResearch Areas - Electric System PlanningResearch Areas - Electric VehiclesResearch Areas - Electricity Markets and PolicyResearch Areas - Electricity ReliabilityResearch Areas - Electricity Reliability TrendsResearch Areas - EMISResearch Areas - EMVResearch Areas - EMV WebinarResearch Areas - Energy & Data Behavior AnalyticsResearch Areas - Energy Analysis and Environmental Impacts DivisionResearch Areas - Energy EfficiencyResearch Areas - Energy Efficiency StandardsResearch Areas - Energy EquityResearch Areas - Energy StorageResearch Areas - Energy System Planning & Grid IntegrationResearch Areas - Energy System Planning and Grid IntegrationResearch Areas - Energy TechnologyResearch Areas - ESCOResearch Areas - Facilitating Renewable EnergyResearch Areas - FEURResearch Areas - FINDERResearch Areas - Grid Operations Infrastructure & ValuationResearch Areas - IndiaResearch Areas - Indoor Environment GroupResearch Areas - Industrial Energy AnalysisResearch Areas - Industrial Energy EfficiencyResearch Areas - Integrated Distribution System PlanningResearch Areas - Interconnection CostsResearch Areas - International Energy AnalysisResearch Areas - International Energy StudiesResearch Areas - Isolated Power SystemsResearch Areas - LaaRResearch Areas - Life Cycle Assessment & Technoeconomic ModelingResearch Areas - MexicoResearch Areas - MicrogridsResearch Areas - ModelingResearch Areas - Modeling and Scenario DevelopmentResearch Areas - MulitlateralResearch Areas - MultilateralResearch Areas - National Reliability TrendsResearch Areas - National Trans StudiesResearch Areas - Off gridResearch Areas - PlanningResearch Areas - Policy StudiesResearch Areas - Power SectorResearch Areas - Program Analysis and AssistanceResearch Areas - R and MResearch Areas - Ramesh LabResearch Areas - Regional PlanningResearch Areas - Renewable EnergyResearch Areas - Renewable Energy: PolicyResearch Areas - Renewable Integration and ValuationResearch Areas - Renewable Portfolio StandardsResearch Areas - Resource PlanningResearch Areas - RTGRMResearch Areas - RTINAResearch Areas - SE AsiaResearch Areas - SEE ActionResearch Areas - Solar DemographicsResearch Areas - space coolingResearch Areas - StandbyResearch Areas - StatesTAResearch Areas - Sustainable Energy SystemsResearch Areas - Sustainable Space CoolingResearch Areas - Testbed, Tools and GuidesResearch Areas - TransmissionResearch Areas - TransportationResearch Areas - Utility Business ModelsResearch Areas - Value of ReliabilityResearch Areas - Varying Value EfficiencyResearch Areas - Vehicle GridResearch Areas - 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 modelingBTJRCbuilding decarbonizationbuildingsCAISOcaliforniacalifornia analysiscapacity factorcarboncarbon dioxidecarbon dioxide emissionscarbon emissionscase studyCEC-007Ceiling fanCERTS Transmission PlanningCGE modellingCharging infrastructureChinaChina DREAM ModelChina EnergyChina Energy GroupClean energyClean Energy MinisterialClean Gridclimate changeclothes washingclusteringCO2 emissionsCO2 emissions reductionCoal generatorCoal peakcoal transitioncombined heat and power (chp)commercialcommercial buildingCommunication Technologiescompetitioncompliancecongestionconsortium for electric reliability technology solutions (certs)consumer behavior studyconsumer tarifscontractor sales trainingcontrollable loadsCooling efficiencycooling systemsCorrosionTotal equivalent warming impactcostcost effectivenessCost modelCost-Effectivenesscritical peak pricingcultural practicesCurtailmentcustomer acceptancedataData Analyticsdecarbonizationdecarbonization pathwaysdecompositionDeep decarbonizationDelhidemand flexibilitydemand responsedemand response and distributed energy resources centerDemand Response Potentialdemand response researchdemand response research centerDemand Side Managementdemand side resources: policydemand-side management (dsm)demand-side resourcesdemand-side 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 energy modelEnduseEnergy Accessenergy analysis and environmental impacts departmentEnergy Analysis and Environmental Impacts Divisionenergy conservationenergy consumptionEnergy economicsEnergy Efficiecnyenergy efficiencyenergy efficiency resource standard (eers)energy efficiency resource standards (eers)energy efficiency service industryenergy efficiency standardsenergy efficiency standards.energy efficient appliancesEnergy efficient financial incentivesEnergy End-Use Forecastingenergy end-use sectorsenergy intensityenergy intensity reductionEnergy justiceenergy labelenergy managementenergy marketsEnergy modelenergy modellingenergy policyEnergy resourcesenergy savingsenergy savings performance contract (espc)energy savings performance contracting (ESPC or EPC)energy service companies (ESCOs)energy service company (esco)Energy standardsEnergy subsidiesEnergy sustainabilityenergy system decarbonizationEnergy System Planning & Grid IntegrationEnergy transitionsenergy useenergy use, 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policiesinvestmentjust transitionKarnatakaKorealabellabelingLandfill diversionLED backlit LCD TVslightingLoad as a ResourceLoad Duration Curveload reductionload shiftingLong-Term Energy ModelingLoss mechanismslost fixed cost recovery mechanismsLow carbon pathwaysLR00-001LR05-002MARKALmarket and valueMarket mechanismsMarket Potentialmarket strategyMarket TransformationMaterial Productionmeasurement & verificationMeasurement and verificationmexicomiddle income energy efficiencyMini-GridsMinimum energy performance standardsmitigationMobile TelephonyMobility modelmodelingmodeling energy futuresmodelsMonitorsMumbaiNational Energy Modeling System (NEMS)National policiesNDCnemsnet meteringnuclear electricityO&Moff gridoff-gridoff-grid and mini grid solutions for improving electricity accessOff-grid solar poweron-shore windopen standardsoperating reservesOrganic waste managementoutlookPBR plan termspeak demandPeak demand savingsPerformance Contractingperformance-based ratemakingphotovoltaicsPiezoelectric responsepilot studies & implementationPlug-in electric vehiclesPolarizationpoliciesPolicies for Low-Carbon Marketspolicypolicy studiesPolydomain statepowerpower interruptionsPower Market reformspower outagespower purchase agreementpower sectorpower systempower system costspower system economicspower system monitoringpower system planningpower system reliabilitypower system reliability metricspower system reliability publicationsPowertrainPowertrain ModelingPremiumprice responsive loadprice trendsprocurementprocurement incentiveprogram performanceproject based activitiesproperty valuespublic acceptancepublic attitudespublic perceptionspublic utility commissionpvQualified Energy Conservation Bonds (QECBs)railrampingRandomized control trialsRate designreal-time monitoringreal-time pricingRefrigerantsRefrigerationrefrigeratorRegional climateRegulated Electric Utility Business Modelsregulationreliabilityreliability and marketsreliability 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labelingstandards and 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 marketsWildfireswind energywind policywind potentialwind powerWind resource inter-annual variabilitywood, Air quality and air pollutionworkforce development

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2019

Lazar, Alina, Ling Jin, C. Anna Spurlock, Kesheng Wu, Alex Sim, and Annika Todd. "Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization." Journal of Data and Information Quality 11.2 (2019) 1 - 22.

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2017

Lazar, Alina, Ling Jin, C. Anna Spurlock, Annika Todd, Kesheng Wu, and Alex Sim. "Data quality challenges with missing values and mixed types in joint sequence analysis." 2017 IEEE International Conference on Big Data (Big Data)2017 IEEE International Conference on Big Data (Big Data). Boston, MA, USA: IEEE, 2017.

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Kim, Taehoon, Dongeun Lee, Jaesik Choi, C. Anna Spurlock, Alex Sim, Annika Todd, and Kesheng Wu. "Predicting Baseline for Analysis of Electricity Pricing." International Journal of Big Data Intelligence (IJBDI) Vol. 5.No. 1/2, 2018 (2017) 3-20.

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