Bibliography_RL-VPP_Maldonato_bbl.bbl

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\datalist[entry]{none/global//global/global}
  \entry{McKinsey}{article}{}
    \name{author}{2}{}{%
      {{hash=ESXVFS}{%
         family={Eivind\bibnamedelima Samseth},
         familyi={E\bibinitperiod\bibinitdelim S\bibinitperiod},
         suffix={Fabian\bibnamedelima Stockhausen},
         suffixi={F\bibinitperiod\bibinitdelim S\bibinitperiod},
         given={Xavier\bibnamedelima Veillard},
         giveni={X\bibinitperiod\bibinitdelim V\bibinitperiod},
      }}%
      {{hash=WA}{%
         family={Weiss},
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         given={Alexander},
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    }
    \keyw{trends}
    \strng{namehash}{ESFSXVWA1}
    \strng{fullhash}{ESFSXVWA1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{{Five trends reshaping European power markets - Utilities, traders, and large power consumers face significant challenges addressing the next normal}}
    \verb{url}
    \verb https://www.mckinsey.com/industries/electric-power-and-natural-gas/ou
    \verb r-insights/five-trends-reshaping-european-power-markets
    \endverb
    \field{year}{2021}
  \endentry

  \entry{ev-statistics}{article}{}
    \name{author}{1}{}{%
      {{hash=V}{%
         family={VIRTA},
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    \strng{namehash}{V1}
    \strng{fullhash}{V1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{The state of EV charging infrastructure in Europe by 2030}
    \verb{url}
    \verb https://www.virta.global/blog/ev-charging-infrastructure-development-
    \verb statistics
    \endverb
  \endentry

  \entry{te_recharge-eu}{article}{}
    \name{author}{1}{}{%
      {{hash=LMTE}{%
         family={Lucien\bibnamedelima MATHIEU},
         familyi={L\bibinitperiod\bibinitdelim M\bibinitperiod},
         given={Transport &\bibnamedelima Environment},
         giveni={T\bibinitperiod\bibinitdelim \bibinitperiod\bibinitdelim E\bibinitperiod},
      }}%
    }
    \strng{namehash}{LMTE1}
    \strng{fullhash}{LMTE1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{RECHARGE EU: How many charging points will Europe and its member states need in the 2020s?}
    \verb{url}
    \verb https://www.transportenvironment.org/wp-content/uploads/2021/07/01%20
    \verb 2020%20Draft%20TE%20Infrastructure%20Report%20Final.pdf
    \endverb
  \endentry

  \entry{bidirectionalEV}{article}{}
    \name{author}{1}{}{%
      {{hash=PFEM}{%
         family={Program},
         familyi={P\bibinitperiod},
         given={Federal Energy\bibnamedelima Management},
         giveni={F\bibinitperiod\bibinitdelim E\bibinitperiod\bibinitdelim M\bibinitperiod},
      }}%
    }
    \keyw{bidirectional,charging}
    \strng{namehash}{PFEM1}
    \strng{fullhash}{PFEM1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{{Bidirectional Charging and Electric Vehicles for Mobile Storage}}
    \verb{url}
    \verb https://www.energy.gov/eere/femp/bidirectional-charging-and-electric-
    \verb  vehicles-mobile-storage
    \endverb
  \endentry

  \entry{integrated-fleet-EV-frequency-regulator}{inproceedings}{}
    \name{author}{5}{}{%
      {{hash=RR}{%
         family={Rana},
         familyi={R\bibinitperiod},
         given={Rubi},
         giveni={R\bibinitperiod},
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      {{hash=KK}{%
         family={Kaur},
         familyi={K\bibinitperiod},
         given={Kuljeet},
         giveni={K\bibinitperiod},
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      {{hash=SM}{%
         family={Singh},
         familyi={S\bibinitperiod},
         given={Mukesh},
         giveni={M\bibinitperiod},
      }}%
      {{hash=KN}{%
         family={Kumar},
         familyi={K\bibinitperiod},
         given={Neeraj},
         giveni={N\bibinitperiod},
      }}%
      {{hash=KP}{%
         family={Kumar},
         familyi={K\bibinitperiod},
         given={Praveen},
         giveni={P\bibinitperiod},
      }}%
    }
    \strng{namehash}{RRKKSM+1}
    \strng{fullhash}{RRKKSMKNKP1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{booktitle}{2015 IEEE International Transportation Electrification Conference (ITEC)}
    \verb{doi}
    \verb 10.1109/ITEC-India.2015.7386953
    \endverb
    \field{pages}{1\bibrangedash 7}
    \field{title}{Integrated fleet of electric vehicles as a frequency regulation agent in the grid}
    \field{year}{2015}
  \endentry

  \entry{market-oriented-smart-grids}{inproceedings}{}
    \name{author}{4}{}{%
      {{hash=AA}{%
         family={Abdelkader},
         familyi={A\bibinitperiod},
         given={Abdelrahman},
         giveni={A\bibinitperiod},
      }}%
      {{hash=SI}{%
         family={Sychev},
         familyi={S\bibinitperiod},
         given={Ilya},
         giveni={I\bibinitperiod},
      }}%
      {{hash=BR}{%
         family={Bonetto},
         familyi={B\bibinitperiod},
         given={Riccardo},
         giveni={R\bibinitperiod},
      }}%
      {{hash=FFHP}{%
         family={Fitzek},
         familyi={F\bibinitperiod},
         given={Frank H.\bibnamedelima P.},
         giveni={F\bibinitperiod\bibinitdelim H\bibinitperiod\bibinitdelim P\bibinitperiod},
      }}%
    }
    \strng{namehash}{AASIBR+1}
    \strng{fullhash}{AASIBRFFHP1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{booktitle}{2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)}
    \verb{doi}
    \verb 10.1109/SmartGridComm.2019.8909698
    \endverb
    \field{pages}{1\bibrangedash 6}
    \field{title}{A Market Oriented, Reinforcement Learning Based Approach for Electric Vehicles Integration in Smart Micro Grids}
    \field{year}{2019}
  \endentry

  \entry{Q-Learning-Based}{article}{}
    \name{author}{2}{}{%
      {{hash=OK}{%
         family={Ojand},
         familyi={O\bibinitperiod},
         given={Kianoosh},
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      {{hash=DH}{%
         family={Dagdougui},
         familyi={D\bibinitperiod},
         given={Hanane},
         giveni={H\bibinitperiod},
      }}%
    }
    \strng{namehash}{OKDH1}
    \strng{fullhash}{OKDH1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \verb{doi}
    \verb 10.1109/TASE.2021.3091334
    \endverb
    \field{number}{1}
    \field{pages}{70\bibrangedash 81}
    \field{title}{Q-Learning-Based Model Predictive Control for Energy Management in Residential Aggregator}
    \field{volume}{19}
    \field{journaltitle}{IEEE Transactions on Automation Science and Engineering}
    \field{year}{2022}
  \endentry

  \entry{smart-charging_station}{article}{}
    \name{author}{4}{}{%
      {{hash=SM}{%
         family={Singh},
         familyi={S\bibinitperiod},
         given={Mukesh},
         giveni={M\bibinitperiod},
      }}%
      {{hash=KP}{%
         family={Kumar},
         familyi={K\bibinitperiod},
         given={Praveen},
         giveni={P\bibinitperiod},
      }}%
      {{hash=KI}{%
         family={Kar},
         familyi={K\bibinitperiod},
         given={Indrani},
         giveni={I\bibinitperiod},
      }}%
      {{hash=KN}{%
         family={Kumar},
         familyi={K\bibinitperiod},
         given={Neeraj},
         giveni={N\bibinitperiod},
      }}%
    }
    \strng{namehash}{SMKPKI+1}
    \strng{fullhash}{SMKPKIKN1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{booktitle}{2016 IEEE Power and Energy Society General Meeting (PESGM)}
    \verb{doi}
    \verb 10.1109/PESGM.2016.7741479
    \endverb
    \field{pages}{1\bibrangedash 5}
    \field{title}{A real-time smart charging station for EVs designed for V2G scenario and its coordination with renewable energy sources}
    \field{year}{2016}
  \endentry

  \entry{multi-agent-smart-grids}{article}{}
    \name{author}{6}{}{%
      {{hash=RM}{%
         family={Roesch},
         familyi={R\bibinitperiod},
         given={Martin},
         giveni={M\bibinitperiod},
      }}%
      {{hash=LC}{%
         family={Linder},
         familyi={L\bibinitperiod},
         given={Christian},
         giveni={C\bibinitperiod},
      }}%
      {{hash=ZR}{%
         family={Zimmermann},
         familyi={Z\bibinitperiod},
         given={Roland},
         giveni={R\bibinitperiod},
      }}%
      {{hash=RA}{%
         family={Rudolf},
         familyi={R\bibinitperiod},
         given={Andreas},
         giveni={A\bibinitperiod},
      }}%
      {{hash=HA}{%
         family={Hohmann},
         familyi={H\bibinitperiod},
         given={Andrea},
         giveni={A\bibinitperiod},
      }}%
      {{hash=RG}{%
         family={Reinhart},
         familyi={R\bibinitperiod},
         given={Gunther},
         giveni={G\bibinitperiod},
      }}%
    }
    \strng{namehash}{RMLCZR+1}
    \strng{fullhash}{RMLCZRRAHARG1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \verb{doi}
    \verb 10.3390/app10196900
    \endverb
    \field{pages}{6900}
    \field{title}{Smart Grid for Industry Using Multi-Agent Reinforcement Learning}
    \field{volume}{10}
    \field{journaltitle}{Applied Sciences}
    \field{month}{10}
    \field{year}{2020}
  \endentry

  \entry{MAS_q-leaning-energy-management}{article}{}
    \name{author}{3}{}{%
      {{hash=SE}{%
         family={Samadi},
         familyi={S\bibinitperiod},
         given={Esmat},
         giveni={E\bibinitperiod},
      }}%
      {{hash=BA}{%
         family={Badri},
         familyi={B\bibinitperiod},
         given={Ali},
         giveni={A\bibinitperiod},
      }}%
      {{hash=ER}{%
         family={Ebrahimpour},
         familyi={E\bibinitperiod},
         given={Reza},
         giveni={R\bibinitperiod},
      }}%
    }
    \strng{namehash}{SEBAER1}
    \strng{fullhash}{SEBAER1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{booktitle}{2021 29th Iranian Conference on Electrical Engineering (ICEE)}
    \verb{doi}
    \verb 10.1109/ICEE52715.2021.9544152
    \endverb
    \field{pages}{318\bibrangedash 322}
    \field{title}{Q-Learning-Oriented Distributed Energy Management of Grid-Connected Microgrid}
    \field{year}{2021}
  \endentry

  \entry{LSTM_microgrid}{article}{}
    \name{author}{3}{}{%
      {{hash=CT}{%
         family={Cao},
         familyi={C\bibinitperiod},
         given={Tongjie},
         giveni={T\bibinitperiod},
      }}%
      {{hash=SZ}{%
         family={Shen},
         familyi={S\bibinitperiod},
         given={Zhirong},
         giveni={Z\bibinitperiod},
      }}%
      {{hash=ZG}{%
         family={Zhang},
         familyi={Z\bibinitperiod},
         given={Guanglin},
         giveni={G\bibinitperiod},
      }}%
    }
    \strng{namehash}{CTSZZG1}
    \strng{fullhash}{CTSZZG1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{booktitle}{2019 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)}
    \verb{doi}
    \verb 10.1109/MSN48538.2019.00017
    \endverb
    \field{pages}{13\bibrangedash 18}
    \field{title}{LSTM-Aided Reinforcement Learning for Energy Management in Microgrid with Energy Storage and EV Charging}
    \field{year}{2019}
  \endentry

  \entry{applied-RL}{article}{}
    \name{author}{1}{}{%
      {{hash=T}{%
         family={{Taweh Beysolow II}},
         familyi={T\bibinitperiod},
      }}%
    }
    \strng{namehash}{T1}
    \strng{fullhash}{T1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \verb{doi}
    \verb https://doi.org/10.1007/978-1-4842-5127-0
    \endverb
    \field{title}{{Applied Reinforcement Learning with Python - With OpenAI Gym, Tensorflow, and Keras}}
    \field{journaltitle}{Apress}
    \field{year}{2019}
  \endentry

  \entry{markov_wiki}{article}{}
    \name{author}{1}{}{%
      {{hash=W}{%
         family={{Wikipedia}},
         familyi={W\bibinitperiod},
      }}%
    }
    \strng{namehash}{W1}
    \strng{fullhash}{W1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{{Markov decision process}}
    \verb{url}
    \verb https://en.wikipedia.org/wiki/Markov_decision_process
    \endverb
  \endentry

  \entry{openai_gym}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{OpenAI Gym}
    \verb{url}
    \verb https://www.gymlibrary.dev/
    \endverb
  \endentry

  \entry{stable-baselines3}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{{Stable Baselines3}}
    \verb{url}
    \verb https://stable-baselines3.readthedocs.io/en/master/index.html
    \endverb
  \endentry

  \entry{pytorch}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{{PyTorch}}
    \verb{url}
    \verb https://pytorch.org/
    \endverb
  \endentry

  \entry{stable-baseline3-contrib}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{{Stable Baselines3 Contrib}}
    \verb{url}
    \verb https://stable-baselines3.readthedocs.io/en/master/guide/sb3_contrib.
    \verb html
    \endverb
  \endentry

  \entry{wandb}{misc}{}
    \keyw{machine, learning}
    \field{labeltitlesource}{title}
    \field{title}{{Weights & Biases}}
    \verb{url}
    \verb https://wandb.ai/site
    \endverb
  \endentry

  \entry{colab}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{Google Colaboratory}
    \verb{url}
    \verb https://colab.research.google.com/
    \endverb
  \endentry

  \entry{policy_gradient}{misc}{}
    \name{author}{1}{}{%
      {{hash=KS}{%
         family={Kapoor},
         familyi={K\bibinitperiod},
         given={Sanyam},
         giveni={S\bibinitperiod},
      }}%
    }
    \strng{namehash}{KS1}
    \strng{fullhash}{KS1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{Policy Gradients in a Nutshell}
    \verb{url}
    \verb https://towardsdatascience.com/policy-gradients-in-a-nutshell-8b72f97
    \verb 43c5d
    \endverb
    \field{year}{2018}
  \endentry

  \entry{actor_critic_A2C}{misc}{}
    \name{author}{1}{}{%
      {{hash=YC}{%
         family={Yoon},
         familyi={Y\bibinitperiod},
         given={Chris},
         giveni={C\bibinitperiod},
      }}%
    }
    \strng{namehash}{YC1}
    \strng{fullhash}{YC1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{Understanding Actor Critic Methods and A2C}
    \verb{url}
    \verb https://towardsdatascience.com/understanding-actor-critic-methods-931
    \verb b97b6df3f
    \endverb
    \field{year}{2019}
  \endentry

  \entry{PPO_TRPO}{article}{}
    \name{author}{1}{}{%
      {{hash=KD}{%
         family={Karunakaran},
         familyi={K\bibinitperiod},
         given={Dhanoop},
         giveni={D\bibinitperiod},
      }}%
    }
    \strng{namehash}{KD1}
    \strng{fullhash}{KD1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{Proximal Policy Optimization(PPO)- A policy-based Reinforcement Learning algorithm}
    \verb{url}
    \verb https://medium.com/intro-to-artificial-intelligence/proximal-policy-o
    \verb ptimization-ppo-a-policy-based-reinforcement-learning-algorithm-3cf12
    \verb 6a7562d
    \endverb
    \field{year}{2020}
  \endentry

  \entry{PPO_paper}{article}{}
    \name{author}{1}{}{%
      {{hash=JSPDAROKFW}{%
         family={John\bibnamedelima Schulman},
         familyi={J\bibinitperiod\bibinitdelim S\bibinitperiod},
         suffix={Filip\bibnamedelima Wolski},
         suffixi={F\bibinitperiod\bibinitdelim W\bibinitperiod},
         given={Prafulla Dhariwal Alec Radford Oleg\bibnamedelima Klimov},
         giveni={P\bibinitperiod\bibinitdelim D\bibinitperiod\bibinitdelim A\bibinitperiod\bibinitdelim R\bibinitperiod\bibinitdelim O\bibinitperiod\bibinitdelim K\bibinitperiod},
      }}%
    }
    \strng{namehash}{JSFWPDAROK1}
    \strng{fullhash}{JSFWPDAROK1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{Proximal Policy Optimization Algorithms}
    \verb{url}
    \verb https://arxiv.org/pdf/1707.06347v2.pdf
    \endverb
    \field{journaltitle}{OpenAI}
    \field{year}{2017}
  \endentry

  \entry{action-masking}{article}{}
    \name{author}{1}{}{%
      {{hash=S}{%
         family={{Shengyi Huang and Santiago Ontanon}},
         familyi={S\bibinitperiod},
      }}%
    }
    \strng{namehash}{S1}
    \strng{fullhash}{S1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{A Closer Look at Invalid Action Masking in Policy Gradient Algorithms}
    \verb{url}
    \verb https://arxiv.org/pdf/2006.14171.pdf
    \endverb
    \field{journaltitle}{College of Computing & Informatics, Drexel University Philadelphia, PA 19104}
  \endentry

  \entry{line_trust_region}{article}{}
    \name{author}{1}{}{%
      {{hash=KD}{%
         family={Karunakaran},
         familyi={K\bibinitperiod},
         given={Dhanoop},
         giveni={D\bibinitperiod},
      }}%
    }
    \strng{namehash}{KD1}
    \strng{fullhash}{KD1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{Line search and Trust region methods: two optimisation strategies}
    \verb{url}
    \verb https://medium.com/intro-to-artificial-intelligence/line-search-and-t
    \verb rust-region-optimisation-strategies-638a4a7490ca
    \endverb
    \field{year}{2020}
  \endentry

  \entry{trust_region_policy}{article}{}
    \name{author}{1}{}{%
      {{hash=JSPMMIJPASL}{%
         family={John\bibnamedelima Schulman},
         familyi={J\bibinitperiod\bibinitdelim S\bibinitperiod},
         suffix={Sergey\bibnamedelima Levine},
         suffixi={S\bibinitperiod\bibinitdelim L\bibinitperiod},
         given={Philipp Moritz Michael I. Jordan Pieter\bibnamedelima Abbeel},
         giveni={P\bibinitperiod\bibinitdelim M\bibinitperiod\bibinitdelim M\bibinitperiod\bibinitdelim I\bibinitperiod\bibinitdelim J\bibinitperiod\bibinitdelim P\bibinitperiod\bibinitdelim A\bibinitperiod},
      }}%
    }
    \strng{namehash}{JSSLPMMIJPA1}
    \strng{fullhash}{JSSLPMMIJPA1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \verb{doi}
    \verb https://doi.org/10.48550/arXiv.1502.05477
    \endverb
    \field{title}{Trust Region Policy Optimization}
  \endentry

  \entry{LSTM_RNN}{article}{}
    \name{author}{1}{}{%
      {{hash=JRTJ}{%
         family={J.},
         familyi={J\bibinitperiod},
         given={Ryan T.\bibnamedelima J.},
         giveni={R\bibinitperiod\bibinitdelim T\bibinitperiod\bibinitdelim J\bibinitperiod},
      }}%
    }
    \strng{namehash}{JRTJ1}
    \strng{fullhash}{JRTJ1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{LSTMs Explained: A Complete, Technically Accurate, Conceptual Guide with Keras}
    \verb{url}
    \verb https://medium.com/analytics-vidhya/lstms-explained-a-complete-techni
    \verb cally-accurate-conceptual-guide-with-keras-2a650327e8f2
    \endverb
    \field{year}{2020}
  \endentry

  \entry{LSTM_PPO_implementation}{article}{}
    \name{author}{1}{}{%
      {{hash=HRFJRAKAWWSD}{%
         family={Huang},
         familyi={H\bibinitperiod},
         suffix={Shengyi;\bibnamedelima Dossa},
         suffixi={S\bibinitperiod\bibinitdelim D\bibinitperiod},
         given={Rousslan Fernand Julien; Raffin Antonin; Kanervisto Anssi; Wang\bibnamedelima Weixun},
         giveni={R\bibinitperiod\bibinitdelim F\bibinitperiod\bibinitdelim J\bibinitperiod\bibinitdelim R\bibinitperiod\bibinitdelim A\bibinitperiod\bibinitdelim K\bibinitperiod\bibinitdelim A\bibinitperiod\bibinitdelim W\bibinitperiod\bibinitdelim W\bibinitperiod},
      }}%
    }
    \strng{namehash}{HSDRFJRAKAWW1}
    \strng{fullhash}{HSDRFJRAKAWW1}
    \field{labelnamesource}{author}
    \field{labeltitlesource}{title}
    \field{title}{The 37 Implementation Details of Proximal Policy Optimization - 5 LSTM implementation details}
    \verb{url}
    \verb https://iclr-blog-track.github.io/2022/03/25/ppo-implementation-detai
    \verb ls/
    \endverb
    \field{year}{2020}
  \endentry

  \entry{elvis}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{Electric Vehicle Charging Infrastructure Simulator (ELVIS)}
    \verb{url}
    \verb https://github.com/dailab/elvis
    \endverb
  \endentry

  \entry{dai-labor}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{Distributed Artificial Intelligence Laboratory}
    \verb{url}
    \verb https://dai-labor.de/en/home/
    \endverb
  \endentry

  \entry{renew_ninja}{misc}{}
    \keyw{renewables, PV, wind}
    \field{labeltitlesource}{title}
    \field{title}{{Renewables Ninja}}
    \verb{url}
    \verb https://www.renewables.ninja/
    \endverb
  \endentry

  \entry{pecanstreet}{misc}{}
    \list{publisher}{1}{%
      {Pecanstreet}%
    }
    \keyw{electricity, market, price}
    \field{labeltitlesource}{title}
    \field{title}{{Day-ahead Prices}}
    \verb{url}
    \verb https://www.pecanstreet.org/dataport/
    \endverb
    \field{journaltitle}{Insider Intelligence}
  \endentry

  \entry{entsoe}{misc}{}
    \field{labeltitlesource}{title}
    \field{title}{{Day-ahead Prices}}
    \verb{url}
    \verb https://transparency.entsoe.eu/transmission-domain/r2/dayAheadPrices/
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