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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 Ancona, Zach 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, 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.Ball, Jason 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, 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, Linda Berry, Randy 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, Tom Blair, Nate 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 Bonugli, Celina Booth, Sam Borenstein, Severin Borgeson, Sam Borgeson, Merrian 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, Matthew Brown, Nancy J.Brown, Marilyn A.Brown, Richard E.Brown, Jason PBruckner, 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, Tom Carr, Thomas Carroll, Edward Carter, Sheryl Carvallo, Juan PabloCaswell, Heidemarie C.Cates, Sarah Cavanagh, Ralph Cebulko, Bradley 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, Yidan Chen, Cliff Chen, Qixin Cheng, Jianhong Chernyakhovskiy, Ilya Cherubini, Antonello Chessin, Emily Chinowsky, Paul S.Choi, Jun YoungChoi, Jaesik Chojkiewicz, 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, Jesse Cohen, Stuart Cole, Wesley Coleman, Philip Collier, Craig Collins, Myles T.Comnes, Alan Constable, Ryan Cooke, Alan Cooper, Adam Cooperman, Aubryn Corneli, Steve Cory, Karlynn 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, Carolyn Davidson, Michael R.Davis, Cody 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, Patrick Duffy, Aidan Dunn, Laurel N.Dupuy, Max Duvall, Andrew Dwivedi, Dipankar Dworkin, Michael Dyer, Jim Dykes, Katherine Dyson, Christopher Earni, Shankar Easler, Jennifer Eckholdt, Haftan Eckman, Tom Edenhofer, Ottmar Edgar, George Edlington, Charles Edmundson, Caitlyn Edwards, Jennifer L.Ehlen, Ali Eide, Anita Ela, Erik Elizondo, Marcelo Elliot, Randolph Elliott, Debi Ellis, Abraham Ellis, Jeffrey 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 Ferrall-Wolf, Isa Fink, Sari Firestone, Jeremy Firestone, Ryan M.Fischedick, Manfred Fisher, Diane C.Fisher, Emily Fisher, Katherine 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 Frantz, Jane Fredman, Daniel 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 Gautreau, Tandie E.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 Giraldez, Julieta Gkoumas, Konstantinos Glazer, Craig Gleit, A.S. Gokhale-Welch, Carishma Golan, Amos Gold, Marion 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 Grayson, Alexandra Greely, Kathleen M.Green, Peter Green, Johney Greenberg, Steve E.Greenblatt, Jeffery B.Greene, Nathanael Grevatt, Jim Griffin, Dayton Gross, George Group, Electricity Markets anGrue, Nick Guiterman, Tim Gumerman, Etan Haac, Ryan Haeri, Hossein Hafemeister, David Hale, Douglas R.Hale, Elaine Hall, Sarah Hamilton, Sofia D.Hammond, Robert Hand, Maureen Hand, Maureen Hans, Liesel Hansen, Gerrit Hansen, Dana Hanus, Nichole LHarper, John Harris, Chioke B.Harris, Jeff Harris, Tom Harris, Andrew Harris, Jeffrey P.Hart, Olga EpshteinHarte, John Harvey, Hal Hauer, John F.Havumaki, Ben Haya, Barbara He, J.Q. He, Gang 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, Ian M.Hoffman, Ron Hoffman, Alex 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.Hotchkiss, Eliza Hough, Ben Houston, Ashley Howat, John Hoyt, Larry Hu, Junfeng Hu, Wei Huang, Yu JoeHuang, Can Huang, Bohao Huang, Hai 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, Jeremiah X.Johnson, Katie Johnson, Alissa K.Johnson, Brett 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, Fritz Kahrl, Fredrich 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 Katta, Anjali Katz, Aaron Kawamoto, Kaoru Kawann, Cornelia Keen, Jeremy 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, James HyungkwanKim, Janghyun Kim, Eunsung Kim, Dae HoonKim, Seung WanKim, Y.K. Kintner-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, 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, Arun Kumar, Satish 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, Jim Lazar, Alina Lazo, Jeffery K.Leach, Matt Lebot, Benoit Ledbetter, Marc R.Lee, Ga RickLee, K. Lee, Kevin Lee, Dongeun Lehman, Bryan Lehr, Ronald Lehtomäki, Ville Leibowicz, Benjamin D.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, Anthony Lewis, Joanna I.Lewis, Lawrence PaulLewis, Sarah M.Li, Xiangkun Li, Hao Li, Han Li, Boning Li, Michael Liang, Xi Lieberman, Bob Liew, Lucy Lin, Jieming Lin, Jiang Lin-Powers, Jessica Linvill, Carl Liu, Shiyu Liu, Yilu Liu, Jingjing Liu, Xu Liu, Zhu Liu, Manzhi 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 Marquis, Caitlin 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 Mettler, Erin Meyer, David H.Michals, Julie Milford, James Milford, Lewis Miller, John Miller, Eric L.Miller, Peter M.Miller, John J.Miller, Chandler Miller, Nicholas Millhone, John Milligan, Michael Mills, Evan Mills, Sarah Mills, Andrew D.Millstein, Dev Milne, Adele Mitchell, Catherine Mitchell-Jackson, Jenn Mobasheri, Fred Moezzi, Mithra M.Mohanty, Priyanka Momber, Ilan Moné, Christopher Montañés, Cristina CrespoMoomaw, William 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, John 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 Nelson, Ron 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, Bentham Paulos, Ben Payne, Christopher T.Peinke, Joachim Pender, John Peng, Wei Pereira, Guillermo 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, 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, Sarah K.Price, Lynn 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, Ram Rajagopal, Deepak Ramesh, Ramamoorthy Rand, Joseph Rao, Poorvi Raoc, Ajith Rasmussen, Flemming Rath, Larry Ratz, Heidi BishopRauner, Sebastian Raymond, Russell Rea, Chuck Reames, Tony Reames, Tony G.Reed, Catherine 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, 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 Sandoval, Ronny 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, 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, 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, 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 J.Smith, Robert Smith, Brian Smith, Kevin J.Smith, Sarah JosephineSmith, Sarah Smith, Charles Smith, Douglas W.Smith, Aaron 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.Straka, Mary Stratton, Chris Strauss, Rose Streltsov, Artem Strzepek, Kenneth Stuart, Elizabeth Stuart, Emma Stübs, Marius Stukel, Laura Su, Jean Subramaniam, Ravi Succar, Samir Sukenik, Andy Sullivan, Michael J.Sun, Yuge Sunter, Deborah Sutter, Mary Sweeney, James L.Swezey, Blair Szinai, Julia Szum, Carolyn Taft, Jeffrey Tande, John Tarufelli, Brittany Tasar, Elif Taylor, Margaret Taylor, Nigel Taylor-Anyikire, Alyse Tegen, Suzanne Teisberg, Thomas J.Teixeria, Anthony Telsnig, Thomas Teng, Joseph Teng, Fei Terwilliger, Hanna 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 Triedman, Cole 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 Hentenryck, Thomas Van Liere, Kent Veers, Paul Verbruggen, Aviel Verclas, Kirsten 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 Wall, Tom Wallace, Kelly E.Wallace, Nancy Wallasch, Anna-Kathrin Walther, David CharlesWan, Yih-huei Wang, Wenjun Wang, Juan Wang, Xin Wang, Can Wang, Xifan Wang, Bo Wang, Zhaohua Wang, Devra Wang, Peng Wang, Kitty Wang, Yuhan Wang, Hailin Wang, Joy Wang, Meina 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, Kyle Wilson, Holly Wilson, John Wilson, Eric 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, Lisa Wood, David J.Wooley, David Woolf, Tim Worley, Christopher M.Worrell, Ernst Worthington, Kerry Wu, Jing Wu, Manfei Wu, Grace Wu, Kesheng Xiang, Chenxi Xu, Simin Yamba, Francis Yan, Qingyou Yang, Fuqiang Yang, Rui Yang, Jaemo Yang, Haozhe Yen-Wood, Winifred Yih-Huei, Wan Yin, Rongxin Yin, Shengfei Yoshimura, Jennifer Yourstone, Evelin Yuan, Mei Yuan, Alexandria Yuan, Jiahai Zaelke, Durwood Zayas, Jose Zhai, Pei Zhang, Yongsheng Zhang, Wenhua Zhang, Weirong Zhang, Xiang Zhang, Cong Zhang, Jingjing Zhang, Chao Zhang, Ying Zhang, Nan Zhang, Bin Zhao, T. Zhao, Yinghua Zhao, Alicia Zheng, Xinye Zheng, Nina Zhou, Yan Zhou, Zhi Zhou, Nan Zhu, Xiangqi Zhu, Qianru 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 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 - 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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 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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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Kahrl, Fredrich, James Hyungkwan Kim, Andrew D Mills, Ryan H Wiser, Cristina Crespo Montañés, and Will Gorman. Variable Renewable Energy Participation in U.S. Ancillary Services Markets: Economic Evaluation and Key Issues. 2021.

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Kahrl, Fredrich, Shruti M Deorah, Lakshmi Alagappan, Paul M Sotkiewicz, and Nikit Abhyankar. Policy and Regulatory Recommendations to Support a Least-Cost Pathway for India’s Power Sector. 2021.

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Kahrl, Fredrich, Andrew D Mills, Luke Lavin, Nancy Ryan, and Arne Olsen. The Future of Electricity Resource Planning. Ed. Schwartz, Lisa C. Vol. FEUR Report No. 6. 2016. LBNL-1006269.

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Lin, Jiang, Xu Liu, and Fredrich Kahrl. Excess Capacity in China's Power Systems: A Regional Analysis. 2016. LBNL-1006638.

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Seel, Joachim, Will Gorman, Galen L Barbose, Mark Bolinger, Cristina Crespo Montañés, Sydney Forrester, James Hyungkwan Kim, Fredrich Kahrl, Andrew D Mills, Dev Millstein, Bentham Paulos, Joseph Rand, Cody Warner, and Ryan H Wiser. Batteries Included: Top 10 Findings from Berkeley Lab Research on the Growth of Hybrid Power Plants in the United States. 2022.

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Kahrl, Fredrich. All-Source Competitive Solicitations: State and Electric Utility Practices. Ed. Schwartz, Lisa C. 2021.

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   Report PDF (1.85 MB)   Presentation PDF (1.73 MB)

Abhyankar, Nikit, Jiang Lin, Fredrich Kahrl, Shengfei Yin, Umed Paliwal, Xu Liu, Nina Khanna, Amol A Phadke, Qian Luo, David Wooley, Mike O’Boyle, Olivia Ashmoore, Robbie Orvis, and Michelle Solomon. Achieving an 80% Carbon Free Electricity System in China by 2035. 2022.

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   Report PDF (English) (6.29 MB)   Report PDF (Chinese) (5.55 MB)

Presentation

Relf, Grace, Joy Wang, Fredrich Kahrl, Paul De Martini, Caitlyn Edmundson, Rob Peterson, Sean Morash, Brad Borum, Tim Woolf, Jennifer Yoshimura, Sarah Hall, Tera Dornfeld, Josh L Bode, Megan Gilman, Robert Peterson, Lisa C Schwartz, James Lester, and Nick Sayen. "PUC Peer-Sharing Webinars on Integrated Distribution System Planning." 2023.

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   Agenda (324.78 KB)   February 27 – Evaluating Cost-Effectiveness of Grid Modernization Investments (5.34 MB)   March 20 - Forecasting Loads and Distributed Energy Resources (1.5 MB)   April 10 - Reviewing Utility Distribution Plans: Kick-off presentation (740.39 KB)   April 10 - Reviewing Utility Distribution Plans: Michigan PSC (3.25 MB)   April 10 - Reviewing Utility Distribution Plans: Indiana URC (2.43 MB)   May 1 - Advancing Equity Considerations in Distribution System Planning (4.95 MB)   May 22 - Non-Wires Alternatives: Kick-off presentation (1.33 MB)   May 22 - Non-Wires Alternatives: Colorado PUC (769.46 KB)   May 22 - Non-Wires Alternatives: California PUC (723.84 KB)   June 12 - Developing Requirements for Utility Distribution Plans (3.05 MB)

De Martini, Paul, Alan Cooke, Fredrich Kahrl, Lavelle Freeman, Juan Martinez, Elton Prifti, Kim Cullen, Jody Londo, Tim Woolf, Rebecca O'Neil, Dan Boff, Xiangqi Zhu, Seemita Pal, Ron Melton, Lisa C Schwartz, Natalie Mims Frick, and Juliet Homer. "New England PUCs training on electricity system planning." 2022.

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   Agenda PDF (329.53 KB)   Trainer Bios PDF (4.74 MB)   Integrated Planning for New England PDF (2.3 MB)   DER Integration into Wholesale Markets PDF (794.06 KB)   Xcel Energy MN IDP PDF (3.58 MB)   NECPUC Eversource Distribution Planning PDF (3.49 MB)   National Grid Distribution Planning Overview PDF (1.92 MB)   Cullen Avangrid Distribution Planning PDF (1.47 MB)   De Martini IRDP and Grid Mod PDF (3.77 MB)   Synapse Grid Mod Economic Assess PDF (779.44 KB)   O'Neil Planning for Equity and Resilience PDF (1.83 MB)   Boff Utility Cost Allocation PDF (809.48 KB)   Pal-Melton PNNL Grid Architecture PDF (5.07 MB)   Schwartz State Distribution Planning PDF (6.99 MB)   Zhu Beneficial Electrification PDF (6.98 MB)

Policy Brief

Kemp, Julie Mulvaney, Joachim Seel, Joseph Rand, Dev Millstein, Fredrich Kahrl, Will Gorman, Ryan H Wiser, Will Cotton, and Kevin Porter. "Interconnection Cost Analysis in the NYISO Territory." 2023.

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   Technical Brief PDF (4.17 MB)   Data File XLSX (1.66 MB)

Journal Article

Lin, Jiang, Fredrich Kahrl, and Xu Liu. "A regional analysis of excess capacity in China’s power systems." Resources, Conservation and Recycling 129 (2018).

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Shen, Bo, Fredrich Kahrl, and Andrew Satchwell. "Facilitating Power Grid Decarbonization with Distributed Energy Resources: Lessons from the United States." Annual Review of Environment and Resources 46:349-375 (2021).

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Lin, Jiang, Fredrich Kahrl, Jiahai Yuan, Qixin Chen, and Xu Liu. "Economic and carbon emission impacts of electricity market transition in China: A case study of Guangdong Province." Applied Energy 238 (2019) 1093 - 1107.

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Lin, Jiang, Fredrich Kahrl, Jiahai Yuan, Xu Liu, and Weirong Zhang. "Challenges and strategies for electricity market transition in China." Energy Policy 133 (2019) 110899.

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