Publication Type | Funded research projects |
Year of Publication | 2005 |
Authors | F.-Javier Heredia |
Type of participation | Full time researcher |
Duration | 01/2006-12/2008 |
Funding organization | Ministerio de Educación y Ciencia |
Partners | Departament d'Estadística i Investigació Operativa, Universidad Politèctica de Catalunya; Unión Fenosa |
Full time researchers | 5 |
Budget | 289.408'00€ |
Project code | DPI2005-09117-C02-01 |
Key Words | research; stochastic programming; electricity markets; future contracts; bilateral contracts; regulation markets; project; public; competitive; micinn; energy |
Abstract | The project aims at two new features: the simultaneous consideration of bidding power to the liberalized market and of bilateral contracts (between a generation company and a consumer client), given the future elimination of the current regulations discouraging bilateral contracts, and the developement of optimization procedures more efficient than those employed now to solve these problems. This higher efficiency will allow a more accurate modeling and solving larger real problems in reasonable CPU time. In this project, both modeling languages and commercially available solvers in the one hand, and our own optimization algorithms in the other are employed. The algorithms to be developed include the use of: interior-point methods, global optimization, column-generation methods, and Lagrangian relaxation procedures employing dual methods |
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Publication Type | Conference Paper |
Year of Publication | 2001 |
Authors | Castro, J.; Heredia, F.J. |
Conference Name | 2nd Joint UNECE/EUROSTAT Work Session on Statistical Data Confidentiality |
Conference Date | March 2001 |
Conference Location | Skopje, Republic of Macedonia. |
Type of Work | Invited oral contribution. |
Key Words | research; complementary supression problem; network flows; statistical data confidentiality |
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Publication Type | Conference Paper |
Year of Publication | 2003 |
Authors | Heredia, F. J.; Beltran, C. |
Conference Name | 21th IFIP TC7 Conference on System Modelling and Optimization |
Pagination | 92 |
Conference Date | 21-25/07/2003 |
Publisher | INRIA |
Conference Location | Sophia Antipolis, France |
Editor | J. Cagnol; J.P. Zolesio |
Type of Work | Contributed oral presentation |
ISBN Number | 2-7261-1253-6 |
Key Words | augmented lagrangian relaxation; generalized unit commitment; radar multiplier method; research |
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Publication Type | Conference Paper |
Year of Publication | 2004 |
Authors | Heredia, F. J.; Beltran, C. |
Conference Name | Applied Mathematical Programming and Modellization (APMOD 2004) |
Conference Date | 21-23/06/2004 |
Conference Location | Brunel University, Uxbridge, UK. |
Type of Work | Invited oral presentation |
Key Words | augmented lagrangian relaxation; generalized unit commitment; radar multiplier method; research |
Abstract | The Generalized Unit Commitment problem (GUC) extends the unit commitment problem by adding the transmission network. A full-network modelization of the GUC problem is presented. In this model, all non-binary variables of the problem can be represented as flows of the so called Hydro-Thermal-Transmission Network (HTTN), including those representing incremental and decremental spinning reserve. The result is a large scale nonlinear mixed optimization problem that is solved with the Radar Multiplier method, a novel two-phase dual technique based on augmented Lagrangian relaxation and variable duplication. The computational implementation of the proposed model and method, both in FORTRAN and AMPL, are described. The numerical solution of several instances of the GUC problem will be presented and discussed, showing the capability of the model and solution technique to cope with real-world instances of the GUC problem. |
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Publication Type | Conference Paper |
Year of Publication | 2006 |
Authors | Corchero, C.; Heredia, F. J. |
Conference Name | APMOD 2006: Applied Mathematical Programming and Modellization |
Conference Date | 19-21/06/06 |
Conference Location | Madrid |
Editor | Universidad Rey Juan carlos, Universidad Pontificia de Comillas |
Type of Work | Contributed session |
Key Words | stochastic programming; electricity markets; day-ahead market; future contracts; research |
Abstract | MIBEL, the future Spanish and Portuguese electricity market, is expected to start in 2007 and one of the most important changes will be the creation of short-term futures markets, such as daily and weekly futures contracts. This new framework will require important changes in the short term optimization strategies of the generation companies. We propose a methodology to coordinate the day-ahead market and the new daily futures market proposed in the MIBEL. This coordination is particularly important in physical futures contracts; they imply the obligation to supply energy and could change the optimal power planning. The methodology is based on stochastic mixed-integer programming and gives the optimal bid in the futures markets as long as the simultaneous optimization for power planning production and day-ahead market bidding for the thermal units of a price-taker generation company. The approach presented is stochastic because of the uncertainty of the spot and futures market prices. We use time series techniques to model the market prices and we introduce them in the optimization model by an optimally generated scenario tree. The implementation is done with a modelling language. Implementation details and some first computational experiences for small cases are presented. |
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Publication Type | Conference Paper |
Year of Publication | 2007 |
Authors | Corchero, C.; Heredia, F. J. |
Conference Name | EURO XXII: 2nd European Conference on Operational Reserach |
Conference Date | 08/07/2007 |
Publisher | The Association of European Operational Research Societies |
Conference Location | Prague, Czech Republic |
Type of Work | Oral presentacion |
Key Words | stochastic programming; electricity markets; day-ahead market; future contracts; research |
Abstract | The participation in spot-market and in financial markets has traditionally been studied independently but there are some evidences that indicate it could be interesting a joint approach. We propose a methodology based on stochastic mixed-integer programming to coordinate the day-ahead market and the physical futures contracts. It gives the optimal bid for the spot-market as long as the simultaneous optimization for power planning production and day-ahead market bidding for the thermal units of a price-taker generation company. Implementation details and some first computational experiences for small real cases are presented. |
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Publication Type | Journal Article |
Year of Publication | 1994 |
Authors | Heredia, F. J.; Nabona, N. |
Journal Title | TOP |
Volume | 2 |
Issue | 1 |
Pages | 28 |
Start Page | 105 |
Publisher | Springer |
ISSN Number | 1134-5764 |
Key Words | nonlinear network flows; side constraints; power systems; short-term hydrothermal OPF; spinning reserve; research; paper |
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DOI | 10.1007/BF02574762 |
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Publication Type | Journal Article |
Year of Publication | 1995 |
Authors | Heredia, F. J.; Nabona, N. |
Journal Title | IEEE Trans. on Power Systems |
Volume | 10 |
Issue | 3 |
Pages | 10 |
Start Page | 1642 |
Publisher | The Institue of Electrical and Electronic Engineering |
ISSN Number | 0885-8950 |
Key Words | nonlinear network flows; side constraints; power systems; short-term hydrothermal OPF; spinning reserve; research; paper |
Abstract | Optimizing the thermal production of electricity in the short term in an integrated power system when a thermal unit commitment has been decided means coordinating hydro and thermal generation in order to obtain the minimum thermal generation costs over the time period under study. Fundamental constraints to be satisfied are the covering of each hourly load and satisfaction of spinning reserve requirements and transmission capacity limits. A nonlinear network flow model with linear side constraints with no decomposition into hydro and thermal subproblems was used to solve the hydrothermal scheduling. Hydrogeneration is linearized with respect to network variables and a novel thermal generation and transmission network is introduced. Computational results are reported |
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DOI | http://dx.doi.org/10.1109/59.466476 |
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Publication Type | Conference/School/Seminar attendance |
Year of Publication | 2007 |
Authors | Heredia, F. J. |
Event Type | School |
Conference Organiser | Department of Mathematics, Computing and Applications. Università degli studi di Bergamo |
Conference Dates | 10-20/04/2007 |
Conference Location | Bergamo, Italy |
Key Words | Research, Stochastic Programming |
Abstract | The initiative is oriented to researchers, doctoral students and practitioners with a general aim to attract a significant audience to a key and rapidly growing area of mathematical programming. The school aims also at establishing a qualified venue to enhance and promote the understanding by young scientists of the potentials of applied stochastic optimisation in areas such as finance, production planning, energy, telecommunications and clarify to leading practitioners the current state of the art in the development of stochastic optimisation techniques. The proposal comes at a point in which the potentials of stochastic programming techniques in applied decision theory are becoming fully recognised in the industry, and the demand for advanced education programmes in this area is growing. |
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