MPC-DICE: An open-source Matlab implementation of receding horizon solutions to DICE

被引：3
|
作者：
Faulwasser, Timm [1 ]
Kellett, Christopher M. [2 ]
Weller, Steven R. [2 ]
机构：
[1] Karlsruhe Inst Technol, Inst Automat & Appl Informat, D-76344 Eggenstein Leopoldshafen, Germany
[2] Univ Newcastle, Sch Elect Engn & Comp, Callaghan, NSW 2308, Australia
来源：
IFAC PAPERSONLINE | 2018年 / 51卷 / 05期
基金：
澳大利亚研究理事会;
关键词：
Economics of Climate Change; Climate Models; Economic Models; Computer Software; SOCIAL COST;
D O I：
10.1016/j.ifacol.2018.06.221
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The most widely used integrated assessment model for studying the economics of climate change is the Dynamic Integrated model of Climate and Economy (DICE). DICE is a nonlinear, time-varying discrete-time system whereby important quantities are calculated by solving an associated optimal control problem. Here, we describe an open-source Matlab implementation of the DICE model which uses Model Predictive Control (MPC) to approximately solve the DICE optimal control problem. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码：120 / 125
页数：6
相关论文
共 50 条
  • [1] DICE: An open-source MATLAB application for quantification and parametrization of digital outcrop model-based fracture datasets
    Menegoni, Niccolo
    Giordan, Daniele
    Inama, Riccardo
    Perotti, Cesare
    JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING, 2023, 15 (05) : 1090 - 1110
  • [2] MENP: an open-source MATLAB implementation of multipole expansion for nanophotonics
    Hinamoto, Tatsuki
    Fujii, Minoru
    OSA CONTINUUM, 2021, 4 (05) : 1640 - 1648
  • [3] Open-source MATLAB implementation of consistent discretisations on complex grids
    Lie, Knut-Andreas
    Krogstad, Stein
    Ligaarden, Ingeborg Skjelkvale
    Natvig, Jostein Roald
    Nilsen, Halvor Moll
    Skaflestad, Bard
    COMPUTATIONAL GEOSCIENCES, 2012, 16 (02) : 297 - 322
  • [4] Open-source MATLAB implementation of consistent discretisations on complex grids
    Knut–Andreas Lie
    Stein Krogstad
    Ingeborg Skjelkvåle Ligaarden
    Jostein Roald Natvig
    Halvor Møll Nilsen
    Bård Skaflestad
    Computational Geosciences, 2012, 16 : 297 - 322
  • [5] Impact of Climate Model Parametric Uncertainty in an MPC Implementation of the DICE Integrated Assessment Model
    Hafeez, Salman
    Weller, Steven R.
    Kellett, Christopher M.
    IFAC PAPERSONLINE, 2017, 50 (01): : 959 - 965
  • [6] HDGlab: An Open-Source Implementation of the Hybridisable Discontinuous Galerkin Method in MATLAB
    Matteo Giacomini
    Ruben Sevilla
    Antonio Huerta
    Archives of Computational Methods in Engineering, 2021, 28 : 1941 - 1986
  • [7] HDGlab: An Open-Source Implementation of the Hybridisable Discontinuous Galerkin Method in MATLAB
    Giacomini, Matteo
    Sevilla, Ruben
    Huerta, Antonio
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2021, 28 (03) : 1941 - 1986
  • [8] goGPS: open-source MATLAB software
    Antonio M. Herrera
    Hendy F. Suhandri
    Eugenio Realini
    Mirko Reguzzoni
    M. Clara de Lacy
    GPS Solutions, 2016, 20 : 595 - 603
  • [9] goGPS: open-source MATLAB software
    Herrera, Antonio M.
    Suhandri, Hendy F.
    Realini, Eugenio
    Reguzzoni, Mirko
    de lacy, M. Clara
    GPS SOLUTIONS, 2016, 20 (03) : 595 - 603
  • [10] Implementation of an open-source UTRAN testbed
    Van Peteghem, H.
    Schumacher, L.
    2006 SYMPOSIUM ON COMMUNICATIONS AND VEHICULAR TECHNOLOGY, 2006, : 89 - +
12345