DOAJ Open Access 2024

Markov-decision-process-based value-chain calculation of water-distribution-network scheduling

Xuanting Ji Minghai Chen Zhengheng Pu Yanfu Fu Tao Tao +1 lainnya

Abstrak

Precise value of scheduling decisions forms the cornerstone of water distribution network (WDN) scheduling optimization, which aims at conserving energy and enhancing network operational efficiency. This article proposes a computational methodology for evaluating the value chain of scheduling decisions in WDN. The scheduling process is modeled as a Markov decision process with immediate reward function, action and state space. Due to the periodicity of water supply and sequential nature of scheduling, the calculation quantifies cumulative value of scheduling decisions by incorporating state transition probability with expected value. The effectiveness and applicability of the proposed evaluation method are demonstrated using scheduling data from a real world WDN. The method provides rational values on scheduling period and strategies, offering practical feedback for scheduling decisions.

Topik & Kata Kunci

River, lake, and water-supply engineering (General) Water supply for domestic and industrial purposes Energy industries. Energy policy. Fuel trade

Penulis (6)

Xuanting Ji

Minghai Chen

Zhengheng Pu

Yanfu Fu

Tao Tao

Kunlun Xin

Format Sitasi

APA MLA BibTeX

Ji, X., Chen, M., Pu, Z., Fu, Y., Tao, T., Xin, K. (2024). Markov-decision-process-based value-chain calculation of water-distribution-network scheduling. https://doi.org/10.1016/j.wen.2023.12.001

Akses Cepat

PDF tidak tersedia langsung

Cek di sumber asli →

Lihat di Sumber doi.org/10.1016/j.wen.2023.12.001

Informasi Jurnal

Tahun Terbit: 2024
Sumber Database: DOAJ
DOI: 10.1016/j.wen.2023.12.001
Akses: Open Access ✓