5847
2015
eng
157
176
Volume 13
bookpart
Springer
1
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MILP Approaches to Optimal Design and Operation of Distributed Energy Systems
Energy field is one of the practical areas to which optimization can contribute significantly. In this chapter, the application of mixed-integer linear programming (MILP) approaches to optimal design and operation of distributed energy systems is described. First, the optimal design and operation problems are defined, and relevant previous work is reviewed. Then, an MILP method utilizing the hierarchical relationship between design and operation variables is presented. In the optimal design problem, integer variables are used to express the types, capacities, numbers, operation modes, and on/off states of operation of equipment, and the number of these variables increases with those of equipment and periods for variations in energy demands, and affects the computation efficiency significantly. The presented method can change the enumeration tree for the branching and bounding procedures, and can search the optimal solution very efficiently. Finally, future work in relation to this method is described.
Optimization in the Real World
978-4-431-55419-6
10.1007/978-4-431-55420-2_9
Mathematics for Industry
yes
Ryohei Yokoyama
Yuji Shinano
Yuji Shinano
Mathematical Optimization
Mathematical Optimization Methods
Shinano, Yuji
MODAL-SynLab
MODAL-Gesamt