Simulation of Multiple Hydropower Reservoir Operations Using System Dynamics Approach

A simulation model is developed to understand the dynamic behavior of a hydraulically coupled multiple reservoir system when operated in real-time. An object-oriented simulation environment conceived on the principles of system dynamics (SD) is used for the development of the model. The modeling process consists of developing causal loop, stock and flow diagrams, and carrying out simulations using difference equations to integrate stocks. Unlike traditional simulation environments, modeling using SD principles will aid in the analysis of the system by a series of interconnecting processes and functional relationships. Also, the feedback loops that influence variable values and causal relationships in space and time can be clearly understood using SD-based simulation. Performance measures are developed to quantify the system performance in making decisions regarding actual implementation of operating rules. A simulation model based on a real-life hydropower reservoir system in the Province of Manitoba, Canada is developed. Dynamics of the multiple reservoir operation suggest that in a serial system of reservoirs, the operational decision taken at one reservoir will have effect on the other reservoir. The behavior of the reservoir system for extreme events is also observed and conclusions relevant to real-time operation of the systems are drawn. The simulation models developed in this study provide global description of a hydraulically coupled reservoir system with ability to easily model dynamic processes to obtain operational release decisions that can be adopted in real-time.

[1]  Chuntian Cheng,et al.  Long-Term Prediction of Discharges in Manwan Reservoir Using Artificial Neural Network Models , 2005, ISNN.

[2]  Lindell Ormsbee,et al.  Framework for Assessment of Relative Pollutant Loads in Streams with Limited Data , 2005 .

[3]  J. M. Fernández,et al.  The dynamics of water scarcity on irrigated landscapes: Mazarrón and Aguilas in south-eastern Spain , 2004 .

[4]  Andrew Ford,et al.  Modeling the environment , 2010 .

[5]  Guohe Huang,et al.  The Perspectives of Environmental Informatics and Systems Analysis , 2003 .

[6]  Allen J. Wood,et al.  Power Generation, Operation, and Control , 1984 .

[7]  Jay R. Lund,et al.  Operating Rule Optimization for Missouri River Reservoir System , 1996 .

[8]  Nagamany Nirmalakhandan Modeling tools for environmental engineers and scientists , 2002 .

[9]  Hiroshi Ishidaira,et al.  Sustainability Analysis for Yellow River Water Resources Using the System Dynamics Approach , 2002 .

[10]  R. Constanza,et al.  Modeling ecological and economic systems with STELLA : part III : special issue of: Ecological modelling, 143(2001)1-2 , 1998 .

[11]  Slobodan P. Simonovic,et al.  Resolving conflicts in water sharing: A systemic approach , 2003 .

[12]  Slobodan P Simonovic,et al.  World water dynamics: global modeling of water resources. , 2002, Journal of environmental management.

[13]  R. Huggett,et al.  Modelling the Human Impact on Nature: Systems Analysis of Environmental Problems , 1993 .

[14]  S. Simonovic,et al.  Computer-based Model for Flood Evacuation Emergency Planning , 2005 .

[15]  James J. Winebrake,et al.  Dynamic Modeling of Environmental Systems , 1999, Modeling Dynamic Systems.

[16]  Bruce Hannon,et al.  Modeling Dynamic Biological Systems , 1999, Modeling Dynamic Systems.

[17]  Slobodan P. Simonovic,et al.  The Use of Object-Oriented Modeling for Water Resources Planning in Egypt , 1997 .

[18]  Slobodan P. Simonovic,et al.  SYSTEM DYNAMICS MODELING OF RESERVOIR OPERATIONS FOR FLOOD MANAGEMENT , 2000 .

[19]  J. Jacobson,et al.  System Dynamics Modeling of Transboundary Systems: The Bear River Basin Model , 2005, Ground water.

[20]  Slobodan P. Simonovic,et al.  Short-Term Operation Model for Coupled Hydropower Reservoirs , 2000 .

[21]  Michael Garet,et al.  Introduction to Computer Simulation: The System Dynamics Approach , 1982 .

[22]  Richard N. Palmer,et al.  The Role of Object Oriented Simulation Models in the Drought Preparedness Studies , 1993 .

[23]  Yan Li,et al.  Comparison of Several Flood Forecasting Models in Yangtze River , 2005 .

[24]  Slobodan P. Simonovic,et al.  A new modeling approach for water resources policy analysis , 1999 .

[25]  Ramesh S. V. Teegavarapu,et al.  Fuzzy set based error measure for hydrologic model evaluation , 2005 .

[26]  Lindell Ormsbee,et al.  Assessment of pathogen pollution in watersheds using object-oriented modeling and probabilistic analysis , 2006 .

[27]  S. Simonovic,et al.  Integrated Analyses of Canada's Water Resources: A System Dynamics Approach , 2004 .

[28]  Daniel P. Loucks,et al.  Reliability, resiliency, and vulnerability criteria for water resource system performance evaluation , 1982 .

[29]  R. G. Coyle,et al.  System Dynamics Modelling , 1996 .

[30]  Slobodan P. Simonovic,et al.  Managing Water Resources: Methods and Tools for a Systems Approach , 2008 .

[31]  K. Chau,et al.  Neural network and genetic programming for modelling coastal algal blooms , 2006 .

[32]  Rashid B. Al-Hmoud,et al.  Water Poverty and Private Investment in the Water and Sanitation Sector , 2005 .

[33]  Y. Barlas,et al.  Environmental sustainability in an agricultural development project: a system dynamics approach. , 2002, Journal of environmental management.

[34]  Lindell Ormsbee,et al.  Modeling Water Quality Management Alternatives for a Nutrient Impaired Stream Using System Dynamics Simulation , 2005 .

[35]  K. Stave A system dynamics model to facilitate public understanding of water management options in Las Vegas, Nevada. , 2003, Journal of environmental management.

[36]  Ralph A. Wurbs Reservoir‐System Simulation and Optimization Models , 1993 .

[37]  K. Chau,et al.  Predicting monthly streamflow using data‐driven models coupled with data‐preprocessing techniques , 2009 .