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Evaluating and Optimizing Distributed Energy Resources- [electronic resource]
Evaluating and Optimizing Distributed Energy Resources - [electronic resource]
Evaluating and Optimizing Distributed Energy Resources- [electronic resource]

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자료유형  
 학위논문파일 국외
최종처리일시  
20240214101640
ISBN  
9798380367509
DDC  
621.3
저자명  
Agwan, Utkarsha.
서명/저자  
Evaluating and Optimizing Distributed Energy Resources - [electronic resource]
발행사항  
[S.l.]: : University of California, Berkeley., 2023
발행사항  
Ann Arbor : : ProQuest Dissertations & Theses,, 2023
형태사항  
1 online resource(108 p.)
주기사항  
Source: Dissertations Abstracts International, Volume: 85-03, Section: B.
주기사항  
Advisor: Spanos, Costas J.;Poolla, Kameshwar.
학위논문주기  
Thesis (Ph.D.)--University of California, Berkeley, 2023.
사용제한주기  
This item must not be sold to any third party vendors.
초록/해제  
요약Climate change is one of the most urgent problems faced by humanity, and rising sea levels, extreme weather events and desertification pose a severe threat to human life as we know it. Greenhouse gas emissions resulting from human activities have caused long-term global warming, and are primarily caused by the burning of fossil fuels to generate energy, e.g., for electricity, heat or transport. It is essential that we move to cleaner sources of energy across the board to prevent further greenhouse gas emissions, and this move is driven by three main trends.First, the rise of distributed energy resources through rooftop solar, backup batteries and electric vehicles has led to the creation of a new class of consumers which have electricity production capability. These resources tend to be variable, and are owned and operated independently. Second, the move to variable clean energy production will lead to power system operators having an increased need for demand side flexibility in order to accommodate the supply-side variability. Flexible consumers can bid in their flexibility into markets for profit, or use it to reduce their emissions impact. Third, the increasing share of electric vehicles will led to an intersection of the transportation and power networks, where electric vehicles will be able to use their batteries as 'mobile' storage in the power network.This dissertation addresses some key challenges associated with each of these trends, and proposes solutions for them.
일반주제명  
Electrical engineering.
일반주제명  
Energy.
일반주제명  
Climate change.
키워드  
Backup batteries
키워드  
Demand response
키워드  
Electric vehicles
키워드  
Energy resources
키워드  
Reinforcement learning
기타저자  
University of California, Berkeley Electrical Engineering & Computer Sciences
기본자료저록  
Dissertations Abstracts International. 85-03B.
기본자료저록  
Dissertation Abstract International
전자적 위치 및 접속  
로그인 후 원문을 볼 수 있습니다.

MARC

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■020    ▼a9798380367509
■035    ▼a(MiAaPQ)AAI30632323
■040    ▼aMiAaPQ▼cMiAaPQ
■0820  ▼a621.3
■1001  ▼aAgwan,  Utkarsha.
■24510▼aEvaluating  and  Optimizing  Distributed  Energy  Resources▼h[electronic  resource]
■260    ▼a[S.l.]:▼bUniversity  of  California,  Berkeley.  ▼c2023
■260  1▼aAnn  Arbor  :▼bProQuest  Dissertations  &  Theses,  ▼c2023
■300    ▼a1  online  resource(108  p.)
■500    ▼aSource:  Dissertations  Abstracts  International,  Volume:  85-03,  Section:  B.
■500    ▼aAdvisor:  Spanos,  Costas  J.;Poolla,  Kameshwar.
■5021  ▼aThesis  (Ph.D.)--University  of  California,  Berkeley,  2023.
■506    ▼aThis  item  must  not  be  sold  to  any  third  party  vendors.
■520    ▼aClimate  change  is  one  of  the  most  urgent  problems  faced  by  humanity,  and  rising  sea  levels,  extreme  weather  events  and  desertification  pose  a  severe  threat  to  human  life  as  we  know  it.  Greenhouse  gas  emissions  resulting  from  human  activities  have  caused  long-term  global  warming,  and  are  primarily  caused  by  the  burning  of  fossil  fuels  to  generate  energy,  e.g.,  for  electricity,  heat  or  transport.  It  is  essential  that  we  move  to  cleaner  sources  of  energy  across  the  board  to  prevent  further  greenhouse  gas  emissions,  and  this  move  is  driven  by  three  main  trends.First,  the  rise  of  distributed  energy  resources  through  rooftop  solar,  backup  batteries  and  electric  vehicles  has  led  to  the  creation  of  a  new  class  of  consumers  which  have  electricity  production  capability.  These  resources  tend  to  be  variable,  and  are  owned  and  operated  independently.  Second,  the  move  to  variable  clean  energy  production  will  lead  to  power  system  operators  having  an  increased  need  for  demand  side  flexibility  in  order  to  accommodate  the  supply-side  variability.  Flexible  consumers  can  bid  in  their  flexibility  into  markets  for  profit,  or  use  it  to  reduce  their  emissions  impact.  Third,  the  increasing  share  of  electric  vehicles  will  led  to  an  intersection  of  the  transportation  and  power  networks,  where  electric  vehicles  will  be  able  to  use  their  batteries  as  'mobile'  storage  in  the  power  network.This  dissertation  addresses  some  key  challenges  associated  with  each  of  these  trends,  and  proposes  solutions  for  them.
■590    ▼aSchool  code:  0028.
■650  4▼aElectrical  engineering.
■650  4▼aEnergy.
■650  4▼aClimate  change.
■653    ▼aBackup  batteries
■653    ▼aDemand  response
■653    ▼aElectric  vehicles
■653    ▼aEnergy  resources
■653    ▼aReinforcement  learning
■690    ▼a0544
■690    ▼a0791
■690    ▼a0404
■71020▼aUniversity  of  California,  Berkeley▼bElectrical  Engineering  &  Computer  Sciences.
■7730  ▼tDissertations  Abstracts  International▼g85-03B.
■773    ▼tDissertation  Abstract  International
■790    ▼a0028
■791    ▼aPh.D.
■792    ▼a2023
■793    ▼aEnglish
■85640▼uhttp://www.riss.kr/pdu/ddodLink.do?id=T16934659▼nKERIS▼z이  자료의  원문은  한국교육학술정보원에서  제공합니다.
■980    ▼a202402▼f2024

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