Abstract
This paper presents the implementation of a comprehensive energy-environment model for the “Canton de Genève” in Switzerland. The approach is based on the use of a standard energy systems analysis model called MARKAL(MARket ALlocation), which has been implemented in more than 16 countries, including Switzerland (see Abilock et al. (1979); Altdorfer et al. (1979); Berger et al. (1992); Service de l’énergie (1991); Kypreos (1992)). The modelling, through MARKAL, of energy systems at the level of a small community was first promoted by a team of Chalmers University (Sweden) and our model is influenced by Wene and Andersson (1982) and Wene and Ryden (1988). In representing energy and technology choices at such a local level it is imperative to represent the nonlinearities, due in particular to the indivisibility of projects. It is also important to take explicitly into account the uncertainties in the definition of scenarios. This model will be among the first to include, in a MARKAL exercise, an integer and a stochastic programming approach.
This research has been conducted in close cooperation with the Office cantonal de l’énergie, Genève under the supervision of J. P. Genoud and the participation of R. Beck, M. Sella and E. Spierer.
Research supported by FNRS-Switzerland and benefitting from a research agreement between IBM and University of Geneva.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Abilock, H., Bergstrom, C, Brady, J., Doernberg, A., Ek, A., Fishbone, L., Hill, D., Hirano, M., Karvanagh, R., Koyama, S., Larsson, K., Leman, G., Love, P., Moy, M., Sailor, V., Sato, O., Shore, F., Sira, T., Teichman, T., and Wene, C-O, (1979). “MARKAL - A multiperiod linear programming model for energy system analysis”, in Kavanagh, R. (Ed.), Proc. Int. Conf. on Energy Systems Analysis 9–11 Oct., Dublin, Ireland, p. 482, Reidel, Dordrecht.
Aebischerc, B., Kanala, R., Pain, D., Giovannini, B. (1988). “Perspectives de la demande d’énergie en Suisse, 1985–2025”, Centre Universitaire d’Etude des problèmes de l’Energie, Université de Genève, Groupe d’experts scenarios énergétiques, Série de publications No. 18, Berne.
Aebisher, B., Giovannini, B. (1989). “Evaluation du potentiel d’énergie en Suisse”, 34, Centre universitaire d’étude des problèmes de l’énergie.
Aebischer, B., Kanala, R., Giovannini, B. (1988). “Perspectives de la demande d’énergie en Suisse, 1985–2025, Annexe 1: Inputs essentiels pour revaluation de la demande influen-cée”, Centre Universitaire d’Etude des problèmes de l’Energie, Université de Genève, Groupe d’experts scenarios énergétiques, Série de publications No. 18; annexe 1, Berne.
Ahn, B.H., Hogan, W.W. (1982). “On convergence of the PIES Algorithm for computing Equilibria”, Operations Research 30(2).
Altdorfer, F., Blasco, M., Egberts., G., Finnis, M., Gunderman, J., Leimkuehler, K., Manthey, C, Ponitz, E., Rath-Nagel, St., Tosato, G. (1980). “Energy modelling as an instrument for an international strategy for energy research, development and demonstration”, in Kavanagh, R. (Ed.), Proc. Int. Conf. on Energy Systems Analysis 9–11 Oct. 1979, Dublin, Ireland, p. 140, Reidel, Dordrecht.
Bahn, O., du Merle O., Goffin, J L, and Vial, J -P. (1994). “A Cutting Plane Method from Analytic Centers for Stochastic Programming”, Université, de Genève.
Bahn, O., Haurie, A., Kypreos, S., and Vial, J -P (1993). “Coupling MARKAL Models Under Global CO2 constaints”, International Workshop on Operations Research and Environmental Management.
Berger, C, Haurie, A., and Loulou, R. (1987). “Modélisation des choix technologiques et énergétiques à long terme dans l’approche MARKAL”, Les cahiers du GERAD, GERAD, Ecole des H.E.C., Montréal, Canada.
Berger, C., Dubois, R., Haurie, A., and Loulou, R. (1990). “Modelling Electricity Trading in the Northeast”, Proceedings of the 1990 IAEE Conference, (International Assoc. of Energy Economists)(Ottawa).
Berger, C., Dubois, R., Haurie, A., Lessard, E., Loulou, R., and Waaub, J -P. (1992). “Canadian Markal: An advanced Linear Programming System for Energy and Environmental Modelling”, Cahier du GERAD (G-90–53).
Berger, C., Dubois, R., Haurie, A., Lessard, E., Loulou, R., and Waaub, J -P. (1992). “Canadian Markal: An advanced Linear Programming System for Energy and Environmental Modelling”, Cahier du GERAD (G-90–53).
Berger, C, Fuller, D., Haurie, A., Loulou, R., Luthra, D., and Waaub, J.-P. (1990). “Modelling Energy Use in the Mineral Processing Industries of Ontario with MARKAL-Ontario”, Energy 15(9), pp. 741–758.
Berger, C, Haurie, A., Savard, G., Loulou, R., Lafrance, G., and Surprenant, J.P. (1987). “MEDEQ-MARKAL un Couplage entre ceux modèles techno-économiques du Systeme énergétique du Quebec, RAIRO, 21(1), pp. 21–50.
Berger, C, Haurie, A., Lessard, E., Loulou, R., and Waaub, J.P. (1989). “Implementation of the MARKAL-Quebec energy model with emission factors, abatment technologies, and S02 constraints”, Proceedings of the International RISO conference on Environmental Models, Riso, Denmark, pp. 215–227.
Berger, C, Lessard, E., Loulou, R., and Waaub, J-P. (1989). “Implementation of the MARKAL-Quebec Energy Model with Emissions Factors, Abatement Technologies, and S02 Constraints”, Development in environmental Modelling, 15 (RISO International Conference).
CEC (1988). Optimal Control Strategies for reducing Emissions from Energy Conversion and Energy Use Commission of the European Communities, Brussels.
Cherniavsky, E. (1974). Broohaven Energy System Optmisation Model, Topical Report No. 19569, Brookhaven National Laboratory, Upton, N.Y.
CPLEX Mixed Integer Library (1989). Cplex Optimizations, USA.
Dantzig, G.B. and Wolfe, P. (1961). “The decomposition algorithm for linear programming”, Econometrica 29(4), 767–778.
Dantzig, G. B. and Infanger, G. (1992). “Approaches to Stochastic Programming with Appications to Electric Power Systems”, Optimization in Planning and Operation of Electric Power systems, Tutorial ASRO, Switzerland.
Edwards, J., Birge, J., King, A., and Nazareth, L. (1985). “A standard input format for computer codes which solves stochastic programs with recourse and library of utilities to simplify its use”, International Institute for Applied Systems Analysis, Working Paper WP-85–03.
EFOM-12-C (1985). Energy Supply Modelling Package Mathematical Description, E. Van der Voot, Belgium.
Eppen, G.D., Martin, R.K., and Shrage, L. (1989). “A scenario approach to capacity planning”, Operations Reaserch 37, 517–527.
ETSAP (1988). Annual Report, Implementing Agreement for a Programme of Energy Technology Systems Analysis Annex III International Forum for Energy-Environmental Studies, Committee on Research and Development, International Energy Agency.
Extraits de textes constitutionnels, législatifs et réglementaires relatifs à l’énergie, Rapport interne, Département de l’économie publique, juillet 1990.
Fishbone, L.G. and Abilock, H. (1981). “MARKAL, a linear-programming model for energy systems analysis: Technical description of the BNL Version”, International Journal of Energy Research 5, 353–375.
Fishbone, L G., Giesen, G., Goldstein, G., Hymmen, H A., Stocks, K J., Vos, H., Wilde, D., Zoelcher, R., Balzer, C, and Abilock, H. (1983). “User’s guide for MARKAL (BNL/KFA Version 2.0): A multi-period, linear programming model for energy systems analysis”, IEA Energy Technology Systems Analysis Project, Brookhaven National Laboratory, Upton, New York, U.S.A, and Kernforschungsanlage Juelich, Germany, Report BNL 51701.
Fragnière E. (1992). Modèle d′adèquation offre-demande a long terme de la prestation de chauffage dans les secteurs résidentiel et commercial du Canton de Genève, technical reports, University of Geneva, Geneva.
Goffin, J.-L., Haurie, A., and Vial, J.-P. (1992). “Decomposition and nondifferentiable optimization with the projective algorithm”, Manuscript, Département d’Economie Commerciale et Industrielle, University of Geneva (July 1989), to appear in Management Science.
Goffin, J.-L., Haurie, A., Vial, J-P., and Zhu, D L. (1990). “Using central prices in the decomposition of linear programs”, Manuscript, Département d’Economie Commerciale et Industrielle, University of Geneva, to appear in European Journal of Operational Research.
Goldstein, G.A. (1991). PC-MARKAL and the MARKAL User Support System (MUSS), User’s Guide, Brookhaven National Laboratory.
Greenberg, H.S. and Murphy, F.H. (1985). “Computing Market Equilibria with Price Regulations Using Mathematical Programming”, Operations Research 33, pp. 935–954.
Haurie, A. and Loulou, R. (1985). “Technology evaluation with MARKAL”, Ministry of Energy, Mines and Resources (Canada).
Haurie, A. and Loulou, R. “Modeling Equilibrium and Risk…”.
Haurie, A., Loulou, R.,Savard, G. (May 1990). “A two-level Systems Analysis Model of Power Cogeneration Under Asymetric Pricing”, Proceedings of the 1990 American Control Conference, San Diego, 2095–2099.
Haurie, A., Loulou, R., and Savard, G. (1991). “A two-Level Systems Analysis Model of Power Cogeneration under Asymetric Pricing”, Transactions on Automatic Control to appear.
Haurie, A., Smeers, Y., and Zaccour, G. (1992). “Toward a Contract Portfolio Management Model for a Gas Producing Firm” to appear INFOR.
Haurie, A., Smeers, Y., and Zaccour, G. (1991). “Gas Contract Portfolio Management: a Stochastic Programming Approach”, in M. Breton, G. Zaccour (Ed.), Advances in Operations Research in the Oil and Gas Industry, Editions TECHNIP.
Haurie, A., Zaccour, G., Smeers Y., and Legrand, J. (1987). “A Dynamic Stochastic Nash-Cournot Equilibrium Model for the European Gas Market”, Mimeo.
Hoffman, K. (1974). “A unified framework for energy sytem planning”, in National Science Fondation and Economic Reaserch Unit - QMC, Surrey (Ed.), Energy Policy, Special Issue, p. 150.
Jensen, D.L. and King, A.J. (1992). “Frontier: A Graphical Interface for Portfolio Optimization in a Piecewise Linear-Quadratic Risk Framework”, IBM Systems Journal 31(1).
Johnsson, J., Bjorkqvist, O., and Wene, C.-O. (1992). “Integrated Energy-Emissions Control Planning in the Community of Uppsala”, International Journal of Energy Research, 16, pp. 173–188.
King, A J. (1988). “An Implementation of the Lagrangian Finite Generation Method” in Yu. Ermoliev and J.B. Wets (Eds.), Numerical Technique for Stochastic Optimization, Springer Verlag, New York.
Kram, T. (1993). “National Energy Options for Reducing C02 emissions”, Volume 1: the International connection, ETSAP report (Annexe IV), ECN, Nederland.
Kypreos, S. (1990). “Energy Scenarios for Switzerland and Emission Control, Estimated with a Normative Model”, 70, Paul Scherrer Institut, Labor fur Umwelt- und Systemanalysen.
Kypreos, S. (August 1992). “C02 emission control in Switzerland using mathematical programming”, INFOR 30(3).
Hogan, W. W. and WeyantJ P. (1983). “Methods and algorithms for Energy model Composition: Optimization in a Network of Process Models”, in: Lev (Ed.), Energy Models and Studies, North-Holland, Amsterdam.
Lane, M. and Hutchinson, P. (1980). “A model for managing a certificate of deposit portfolio under uncertainty”, in M.A.H. Dempster (Ed.), Stochastic Programming, Academic Press.
Larsson, T. and Wene, C-O. (1990). “The greenhouse effect as an uncertainty in energy planning; case study Sweden”, In J. Fenhann, H. Larsen, G.A. Mackenzie, and B. Rasmussen (Eds), Environmental Models: Emissions and Consequences, Elsevier, Amsterdam, pp. 191–201.
Loulou, R., Lafrance, G., Surprenant, J.P. (1987). MEDEQ-MARKAL un Couplage entre ceux modèles techno-économiques du Système énergétique du Québec, RAIRO, 21(1), pp. 21–50.
Loulou, R., El-Hachem, S., AND Zaccour, G. (May 1990). “Decomposition of multiregional energy models via augemented Lagrangean methods”, TIMS/ORSA Conference, Las Vegas.
Loulou, R. and Savard, G. (1991). “Computation of Cooperative and Stackelberg Solutions when Players are Described by Linear Programs!!”, Proceedings of the Fourth International Symposium on Differential Games and Applications (Helsinki, August 1990), Springle-Verlag’s Lecture Notes in Control and Information Sciences, PP. 285–292.
Marcuse, W., Bodin, L., Cherniavisky, E., and Sanborn, Y. (1976). “A dynamic time dependent model for the analysis of alternative energy policies”, in K.B. Haley (Ed.), Operational Research ’75, North Holland, Amsterdam.
Murphy, F.H. (1987). “Equation Partitioning Techniques for Solving Partial Equilibrium Models”, European Journal of Operationnal Research, 32, PP. 380–392.
Nemhauser, L. and Wolsey, L.A. (1988). Integer and Combinatorial Optimisation, Wiley.
Un Office cantonel de l’énergie, Déartment de l’Economie Publique, novembre 1990.
Office des transports st de la circulation. (1990). Assainissement de l’air a Genève. Mesure a prendre dans le domaine de la politique des transports. Project en vue d’une consultation publique. Genève.
Optimization Subroutine Library Guide and References, SC23-0519-2, IBM Corporation 1991.
Programme Energie 2000, annual report, department of Transportation, Communication and Energy, Berne 1992.
Rockafellar, R T and WetsR J B(1987).“Scenario and Policy Aggregation in Optimization under Uncertainty”, IIASA Working paper WP-87-119, Laxenburg, Austria.
Roos, C. and Vial, J.-P. (1988). A polynomial method of approximate centers for linear programming, Report, Delf University of Technology, to appear in Mathematical Programming.
Roos, C. and Vial, J.-P (1990). “Long steps with the logarithmic barrier function in linear programming”, in Economics Decision Making: Games, Econometrics and Optimization, J. Gabszewicz et al (Ed.), Elsevier Science Publishers B. V., pp. 433–441.
RISC system/6000, IBM corporation.
Roulet, C. -A. (1987). Energètique du batiment, Presses Polytechniques Romandes, Lausanne.
Ryden, B., Johnsson, J. and Wene,C -O. (1990). “Integrating energy systems and environmental controls: experiences from Swedish communities”, Contribution to 13th Annual International Conference of the International Association for Energy Economics, Copenhagen, 19–21 June 1990.
Service de l’énergie (1982). De l’étude typologique des batiments existants dans de canton de Genève au point de vue de leur consommation en énergie”, Département de l’économie publique, Genève.
Service de l’énergie (1991). Avant projet de la conception cantonale de l’énergie, Département de l’économie publique, Genève.
and M.J. Todd (Ed.), Optimization, North-Holland, pp. 573–629.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1996 Kluwer Academic Publishers
About this chapter
Cite this chapter
Fragniere, E., Haurie, A. (1996). MARKAL-Geneva: A model to assess energy-environment choices for a Swiss canton. In: Carraro, C., Haurie, A. (eds) Operations Research and Environmental Management. Economics, Energy and Environment, vol 5. Springer, Dordrecht. https://doi.org/10.1007/978-94-009-0129-2_3
Download citation
DOI: https://doi.org/10.1007/978-94-009-0129-2_3
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-010-6545-0
Online ISBN: 978-94-009-0129-2
eBook Packages: Springer Book Archive