rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Development of a multi-method dynamic simulation model
    sub title: exploring opportunities for produced water reuse
  name:
    name part: Langarudi, Saeed P.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Sabie, Robert P.
    role:
      role term: author.
  name:
    name part: Bahaddin, Babak
    role:
      role term: author.
  name:
    name part: Fernald, Alexander G.
    role:
      role term: author.
  name:
    name part: New Mexico Water Resources Research Institute
    role:
      role term: issuing body.
  name:
    name part: New Mexico State University
    name part: Department of Animal and Range Sciences,
    role:
      role term: issuing body.
  name:
    name part: Geological Survey (U.S.)
    role:
      role term: sponsoring body.
  type of resource: text
  genre: bibliography
  genre: technical reports.
  genre: Technical reports.
  genre: Rapports techniques.
  origin info:
    place:
      place term: nmu
    date issued: 2021
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: optical disc
    extent: 1 computer disc (vi, 37 pages : illustrations (some color) ; 4 3/4 in.
  abstract: This report explores the possibility and plausibility of developing a hybrid simulation method combining agent-based (AB) and system dynamics (SD) modeling to address produced water management (PWM) issues. We start by developing a conceptual diagram to capture the extent and scale of the complexity of a PWM model. We use literature, information characterizing produced water in New Mexico, and our preliminary interviews with subject matter experts to develop this framework. We then conduct a systematic literature review to summarize state-of-the-art of hybrid modeling methodologies and techniques. Our research reveals there is a small but growing volume of hybrid modeling efforts that could provide some foundational support for PWM modelers. We categorize these efforts in four classes based on their approach to hybrid modeling. Class A includes models with two separate sets of AB and SD modules that work independently but talk to each other through a protocol. Class B includes models with AB modules that directly contain SD (stock, flow, and feedback) structures. Class C includes models with SD modules that directly contain AB (heterogenous behavioral rules and agent interaction) structures. Class D includes the most sophisticated hybrid AB-SD models that fully integrate both approaches where AB modules contain SD structures and SD modules contain AB structures and simultaneously there is a seamless communication at the aggregate level between AB and SD modules. It appears that, among these classes, PWM requires the most sophisticated approach (Class D), indicating that PWM modelers will need to face serious challenges of breaking new ground in this realm. The report concludes with an outline for future research.
  note: Saeed P. Langarudi (Research Assistant Professor), Robert P. Sabie (Research Scientist), Babak Bahaddin (Post-Doctoral Researcher), Alexander G. Fernald (Professor, Director).
  note: Account number 110065.
  note: Disc characteristics: DVD-ROM.
  note: Includes bibliographical references.
  subject:
    geographic code: n-us-nm
  subject:
    topic: Oil field brines
    geographic: New Mexico
    topic: Management
  subject:
    topic: Hydraulic fracturing
    geographic: New Mexico
  subject:
    topic: Information modeling
  subject:
    topic: Saumure (Gisements pétrolifères)
    geographic: Nouveau-Mexique
    topic: Gestion
  subject:
    topic: Fracturation hydraulique
    geographic: Nouveau-Mexique
  subject:
    topic: Modèles d'information
  classification: TN871 .L36 2021b
  related item:
    title info:
      title: Development of a multi-method dynamic simulation model
    name:
      name part: Langarudi, Saeed P.
    origin info:
      publisher: Las Cruces, New Mexico : New Mexico Water Resources Research Institute, New Mexico State University, March 2021
    identifier: (OCoLC)1249956450
  related item:
    title info:
      title: WRRI report ; no. 391
  record info:
    record content source: TXA
    record creation date: 260121
    record change date: 20260128215308.0
    record identifier: in00005677962
    language of cataloging:
      language term: eng