\documentclass[10pt]{article}

\usepackage{fullpage}
\usepackage{CJKutf8} 
\usepackage[utf8]{inputenc}
\usepackage{setspace}
\usepackage{parskip}
\usepackage{titlesec}
\usepackage[section]{placeins}
\usepackage{xcolor}
\usepackage{breakcites}
\usepackage{lineno}
\usepackage{hyphenat}





\PassOptionsToPackage{hyphens}{url}
\usepackage[colorlinks = true,
            linkcolor = blue,
            urlcolor  = blue,
            citecolor = blue,
            anchorcolor = blue]{hyperref}
\usepackage{etoolbox}
\makeatletter
\patchcmd\@combinedblfloats{\box\@outputbox}{\unvbox\@outputbox}{}{%
  \errmessage{\noexpand\@combinedblfloats could not be patched}%
}%
\makeatother


\usepackage{natbib}




\renewenvironment{abstract}
  {{\bfseries\noindent{\abstractname}\par\nobreak}\footnotesize}
  {\bigskip}

\titlespacing{\section}{0pt}{*3}{*1}
\titlespacing{\subsection}{0pt}{*2}{*0.5}
\titlespacing{\subsubsection}{0pt}{*1.5}{0pt}


\usepackage{authblk}


\usepackage{graphicx}
\usepackage[space]{grffile}
\usepackage{latexsym}
\usepackage{textcomp}
\usepackage{longtable}
\usepackage{tabulary}
\usepackage{booktabs,array,multirow}
\usepackage{amsfonts,amsmath,amssymb}
\providecommand\citet{\cite}
\providecommand\citep{\cite}
\providecommand\citealt{\cite}
% You can conditionalize code for latexml or normal latex using this.
\newif\iflatexml\latexmlfalse
\providecommand{\tightlist}{\setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}}%

\AtBeginDocument{\DeclareGraphicsExtensions{.pdf,.PDF,.eps,.EPS,.png,.PNG,.tif,.TIF,.jpg,.JPG,.jpeg,.JPEG}}

\usepackage[utf8]{inputenc}
\usepackage[english]{babel}



\usepackage{float}








\begin{document}
\begin{CJK}{UTF8}{gbsn}

\title{Multi-MG Electricity-Carbon Joint Optimization Method Considering Robust
Market Clearing}



\author[1]{Xin Yang}%
\author[1]{Xuli Wang}%
\author[1]{Fan Zhou}%
\author[2]{Lei Wang}%
\affil[1]{ State Grid Anhui Electric Power Co., Ltd., Economic and Technical Research Institute}%
\affil[2]{Anhui Provincial Laboratory of Renewable Energy Utilization and Energy Saving (Hefei University of Technology)}%


\vspace{-1em}



  
  \date{April 25, 2026}


\begingroup
\let\center\flushleft
\let\endcenter\endflushleft
\maketitle
\endgroup





\selectlanguage{english}
\begin{abstract}
In light of the inherent unpredictability of wind power and other clean
energy sources within each MG, a multi MG s electricity-carbon joint
optimization operation method that considers robust market clearing is
proposed. This method ensures the economic viability of the multi- MG s
alliance while adhering to the principles of low-carbon operations and
security. The constructed model comprises two layers. The upper layer
establishes a robust clearing model of the upper-level
electricity-carbon joint market with optimal accruals and benefits based
on the marginal pricing theory. The lower layer considers the coupling
of electricity-carbon joint trading, establishes a multi- MG s
low-carbon joint optimization model based on the Nash negotiation
theory, and proposes an electricity-carbon revenue allocation method
based on the contribution degree of the interaction products to realize
the reasonable allocation of the revenue of each MG. In conclusion, the
accelerated-adaptive alternating direction multiplier method (AA-ADMM)
is put forth as a means of solving the model. The results of the
illustrative example serve to corroborate the efficacy of the
methodology proposed in this paper.%
\end{abstract}%



\sloppy


\textbf{Hosted file}

\verb`Multi-MG Electricity-Carbon Joint Optimization Method Considering Robust Market Clearing.docx`  available at \url{https://authorea.com/users/945268/articles/1315245-multi-mg-electricity-carbon-joint-optimization-method-considering-robust-market-clearing}

\selectlanguage{english}
\FloatBarrier
\end{CJK}\end{document}

