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Author:

Tang, Jian (Tang, Jian.) (Scholars:汤健) | Wang, Tianzheng (Wang, Tianzheng.) | Xia, Heng (Xia, Heng.) | Cui, Canlin (Cui, Canlin.)

Indexed by:

SSCI Scopus SCIE

Abstract:

Artificial intelligence (AI) has found widespread application across diverse domains, including residential life and product manufacturing. Municipal solid waste incineration (MSWI) represents a significant avenue for realizing waste-to-energy (WTE) objectives, emphasizing resource reuse and sustainability. Theoretically, AI holds the potential to facilitate optimal control of the MSWI process in terms of achieving minimal pollution emissions and maximal energy efficiency. However, a noticeable shortage exists in the current research of the review literature concerning AI in the field of WTE, particularly MSWI, hindering a focused understanding of future development directions. Consequently, this study conducts an exhaustive survey of AI applications for optimal control, categorizing them into four fundamental aspects: modeling, control, optimization, and maintenance. Timeline diagrams depicting the evolution of AI technologies in the MSWI process are presented to offer an intuitive visual representation. Each category undergoes meticulous classification and description, elucidating the shortcomings and challenges inherent in current research. Furthermore, the study articulates the future development trajectory of AI applications within the four fundamental categories, underscoring the contribution it makes to the field of MSWI and WTE.

Keyword:

maintenance optimal control municipal solid waste incineration artificial intelligence optimization modeling control

Author Community:

  • [ 1 ] [Tang, Jian]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Wang, Tianzheng]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Xia, Heng]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Cui, Canlin]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Tang, Jian]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 6 ] [Wang, Tianzheng]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 7 ] [Xia, Heng]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 8 ] [Cui, Canlin]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China

Reprint Author's Address:

  • 汤健

    [Tang, Jian]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China;;[Tang, Jian]Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China

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Source :

SUSTAINABILITY

Year: 2024

Issue: 5

Volume: 16

3 . 9 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Affiliated Colleges:

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