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README.md
RELOG: Supply Chain Analysis and Optimization
RELOG is an open-source package designed to optimize supply chains for forward, reverse and circular manufacturing. Using mixed-integer linear optimization, RELOG helps users determine strategic decisions such as:
- Where and when to build manufacturing and recycling plants
- The size of these plants, when to expand them, and by how much
- The sources for each plant's input materials and the destinations for their processed outputs
- Whether to process input materials immediately or store them for later use
RELOG has been successfully applied in research at various laboratories and universities, focusing on areas like critical material recovery from spent NiMH and Li-Ion batteries, biomass processing for hydrogen production, and the recycling of electronics, plastics and solar PV materials, among others. See references for more details.
Screenshots

Documentation
See official documentation at: https://anl-ceeesa.github.io/RELOG/
Authors
- Alinson S. Xavier, Argonne National Laboratory axavier@anl.gov
- Nwike Iloeje, Argonne National Laboratory ciloeje@anl.gov
- Kavitha G. Menon, Argonne National Laboratory
- John Atkins, Argonne National Laboratory
- Kyle Sun, Argonne National Laboratory
- Audrey Gallier, Argonne National Laboratory
License
RELOG: Reverse Logistics Optimization
Copyright © 2020-2025, UChicago Argonne, LLC. All Rights Reserved.
Redistribution and use in source and binary forms, with or without modification, are permitted
provided that the following conditions are met:
1. Redistributions of source code must retain the above copyright notice, this list of
conditions and the following disclaimer.
2. Redistributions in binary form must reproduce the above copyright notice, this list of
conditions and the following disclaimer in the documentation and/or other materials provided
with the distribution.
3. Neither the name of the copyright holder nor the names of its contributors may be used to
endorse or promote products derived from this software without specific prior written
permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY
AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR
CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR
OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
POSSIBILITY OF SUCH DAMAGE.