MSW-optimization: A Multi-City Decision-Support Framework for Diagnosing the Binding Constraint on Circular-Economy Transitions of Municipal Solid Waste Systems (reproducibility package)

Reproducibility package (Revision 2, four-city version) for the manuscript Composition, Not Capacity: ... (Sustainability, manuscript 4586449). Final model caliber: M1 annualized unit capital costs with composition constraints (x5 ≤ RC, x3+x4 ≤ O) and effective recycling ceiling min(Cap5/W, RC). data/ — compiled municipal input data for Xiamen, Fuzhou, Ningbo, and Huangshi (waste quantities, pathway costs and revenues, capacities, composition, emission factors) with parameter-by-parameter source attribution. experiment/ + Workspace/experiments/ — full analysis pipeline: model definition, exact LP fronts (vertex enumeration + epsilon-constraint), NSGA-II, entropy-weighted TOPSIS (per-scenario and common fixed weights), LHS/OAT sensitivity, and R5/E5-avoid boundary scans. asc_results/ — all result files underlying the main-text figures (Fig 2-7) and Supplementary Tables S2-S15, including the R2 figure set (600 dpi PDF/PNG). See README_REPRO.md for the file manifest, the shortest run order from raw data to Table S3, and the paper-artifact → code → data map. Runtime: Python 3.12 (see requirements.txt).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-27
DOI
https://doi.org/10.5281/zenodo.23694963
Primary Topic
Municipal Solid Waste Management
Type
article
Field-Weighted Citation Impact
0.00
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article

MSW-optimization: A Multi-City Decision-Support Framework for Diagnosing the Binding Constraint on Circular-Economy Transitions of Municipal Solid Waste Systems (reproducibility package)

Tianyong Wu, Tianyu Lan, Ran Zhan, Chunyuan Zhang
Zenodo (CERN European Organization for Nuclear Research)
Municipal Solid Waste Management
article

MSW-optimization: A Multi-City Decision-Support Framework for Diagnosing the Binding Constraint on Circular-Economy Transitions of Municipal Solid Waste Systems (reproducibility package)

Tianyong Wu, Tianyu Lan, Ran Zhan, Chunyuan Zhang
article en

Abstract

Reproducibility package (Revision 2, four-city version) for the manuscript Composition, Not Capacity: ... (Sustainability, manuscript 4586449). Final model caliber: M1 annualized unit capital costs with composition constraints (x5 ≤ RC, x3+x4 ≤ O) and effective recycling ceiling min(Cap5/W, RC). data/ — compiled municipal input data for Xiamen, Fuzhou, Ningbo, and Huangshi (waste quantities, pathway costs and revenues, capacities, composition, emission factors) with parameter-by-parameter source attribution. experiment/ + Workspace/experiments/ — full analysis pipeline: model definition, exact LP fronts (vertex enumeration + epsilon-constraint), NSGA-II, entropy-weighted TOPSIS (per-scenario and common fixed weights), LHS/OAT sensitivity, and R5/E5-avoid boundary scans. asc_results/ — all result files underlying the main-text figures (Fig 2-7) and Supplementary Tables S2-S15, including the R2 figure set (600 dpi PDF/PNG). See README_REPRO.md for the file manifest, the shortest run order from raw data to Table S3, and the paper-artifact → code → data map. Runtime: Python 3.12 (see requirements.txt).

Zenodo (CERN European Organization for Nuclear Research)
University of Bristol (GB), Hubei Polytechnic University (CN)
Sustainable cities and communities, Responsible consumption and production, Clean water and sanitation
Openalex Percentile: Top 11%
Municipal Solid Waste Management
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MSW-optimization: A Multi-City Decision-Support Framework for Diagnosing the Binding Constraint on Circular-Economy Transitions of Municipal Solid Waste Systems (reproducibility package) — Tianyong Wu, Tianyu Lan, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS