DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

• Andong Chen ,

  Roles Methodology, Writing – original draft

  ¶☯ These authors are co-first author on this work.

  Affiliation Jiangsu Railway Group Rongfa Management Co., Ltd., Nanjing, Jiangsu, China

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• Mingtao Wu ,

  Roles Data curation, Writing – original draft, Writing – review & editing

  ¶☯ These authors are co-first author on this work.

  Affiliation School of Computer Science and Technology, Xinjiang University, Urumqi, Xinjiang, China

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• Cheng Chen,

  Roles Writing – review & editing, Investigation

  Affiliation School of Software, Xinjiang University, Urumqi, Xinjiang, China

  ⨯
• Chen Chen,

  Roles Writing – review & editing

  Affiliations School of Computer Science and Technology, Xinjiang University, Urumqi, Xinjiang, China, Xinjiang Clinical Research Center for Rheumatoid Arthritis, Urumqi, Xinjiang, China, Xinjiang Medical University, Urumqi, Xinjiang, China

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• Yong Huang ,

  Roles Supervision, Visualization

  * E-mail: 476786514@qq.com (YH); xjuwawj01@163.com (XL)

  Affiliation School of Civil Engineering, Xinjiang University, Urumqi, Xinjiang, China

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• Xiaoyi Lv

  Roles Writing – review & editing

  * E-mail: 476786514@qq.com (YH); xjuwawj01@163.com (XL)

  Affiliations Jiangsu Railway Group Rongfa Management Co., Ltd., Nanjing, Jiangsu, China, Key Laboratory of Signal Detection and Processing, Xinjiang University, Urumqi, Xinjiang, China

  https://orcid.org/0000-0001-6855-7428

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