Piecewise affine policy-based stochastic-robust hosting capacity evaluation of rooftop photovoltaics considering lifecycle carbon contribution
•A lifecycle carbon emission-oriented PV hosting capacity evaluation model is developed.•A solution method for stochastic-robust optimization is proposed by simplex approximation-based affine policy. Renewable output curtailment-based hosting capacity improvement provides more carbon contribution by...
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| Published in: | International journal of electrical power & energy systems Vol. 172; p. 111304 |
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| Main Authors: | , , , , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Ltd
01.11.2025
Elsevier |
| Subjects: | |
| ISSN: | 0142-0615 |
| Online Access: | Get full text |
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| Summary: | •A lifecycle carbon emission-oriented PV hosting capacity evaluation model is developed.•A solution method for stochastic-robust optimization is proposed by simplex approximation-based affine policy.
Renewable output curtailment-based hosting capacity improvement provides more carbon contribution by increasing grid-connected zero-carbon energy. However, it also leads to the growth in carbon emission of unit renewable output due to generation abandonment. To evaluate the maximum low-carbon benefits supported by distribution networks, this paper proposes a rooftop photovoltaics (PVs) hosting capacity optimization model considering lifecycle carbon contribution. Specifically, a two-stage stochastic-robust framework is utilized to depict uncertain external carbon intensity and renewable outputs. The product of multiple decision variables contained in this model brings strong nonlinear characteristics. Therefore, a systematic solution methodology is designed to transform nonlinear stochastic-robust model into mixed-integer second-order cone programming. The product of multiple decision variables in “min–max” operator are solved by leveraging dual transformation, simplex approximation-based piecewise affine policy and McCormick relaxation. Numerical results verify that lifecycle carbon contribution increases more than 20% by renewable output curtailment-based hosting capacity improvement. |
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| ISSN: | 0142-0615 |
| DOI: | 10.1016/j.ijepes.2025.111304 |