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Supplementary material of the work An exact dynamic programming approach to segmented isotonic regression

Overview

In this repository, we provide the input data used in the paper entitled An exact dynamic programming approach to segmented isotonic regression by Víctor Bucarey, Martine Labbé, Juan M. Morales and Salvador Pineda and available via arxiv in [1].

Database

Folder "synthetic" contains the data used in Section 5.1. The data used for each value of I and K are denoted as dataI_K.csv.

Folder "realistic" contains the data used in Section 5.2. The excel file data.xlsx includes the 6 sheets explained below:

  • nodes: node voltage limits
  • lines: network parameters
  • producers: location and capacity of solar generating units
  • consumers: distribution and power factor of electricity loads
  • capacity factors: solar and load distribution factors throughout time
  • response: aggregated power intake of the distribution network for different prices at the main substation

License

Copyright 2021 Optimization and Analytics for Sustainable energY Systems (OASYS)

Licensed under the GNU General Public License, Version 3 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

   http://www.gnu.org/licenses/gpl-3.0.en.html

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

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