Concepedia

Real-time Demand Forecasting

Real-Time Demand Forecasting is a demand sensing method that continuously assimilates high-frequency, near-instantaneous data streams to dynamically update demand predictions at minimal latency, distinguishing it from traditional forecasting by its emphasis on immediacy, responsiveness, and operational integration in supply chain decision-making.

137

Publications

7.7K

Citations

426

Authors

225

Institutions

Publications per year

2017–2026

69

Parents

Publications

137

An optimized model using LSTM network for demand forecasting

Hossein Abbasimehr, Mostafa Shabani, Mohsen Yousefi · Computers & Industrial Engineering · 2020 · 526 citations

, , +13

Improved supply chain management based on hybrid demand forecasts

Luis Aburto, Richard W. Weber · Applied Soft Computing · 2005 · 310 citations · Full text

, , +14

A decision support system for demand forecasting with artificial neural networks and neuro-fuzzy models: A comparative analysis

Tuğba Efendigil, Semih Önüt, Cengiz Kahraman · Expert Systems with Applications · 2008 · 265 citations

, , +12

Intermittent demand forecasts with neural networks

Nikolaos Kourentzes · International Journal of Production Economics · 2013 · 231 citations · Full text

, , +13

A short-term, pattern-based model for water-demand forecasting

Stefano Alvisi, Marco Franchini, Alberto Marinelli · Journal of Hydroinformatics · 2006 · 203 citations · Full text

, , +16

1–5 of 137

Authors

426

  1. MF
    Marco Franchini

    University of Ferrara, Italy

    4 publications · 300 citations

    4

    h-index

  2. SA
    Stefano Alvisi

    University of Ferrara, Italy

    4 publications · 300 citations

    4

    h-index

  3. ZK
    Zoran Kapelan

    University of Exeter, United Kingdom

    4 publications · 303 citations

    4

    h-index

  4. RL
    Renzhi Lu

    Huazhong University of Science and Technology, China

    2 publications · 185 citations

    2

    h-index

  5. RF
    Robert Fildes

    Lancaster University, United Kingdom

    2 publications · 85 citations

    2

    h-index

1–5 of 426

Institutions

225

  1. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    7 publications

    321 citations

  2. University of Exeter

    Exeter, United Kingdom

    4 h-index

    5 publications

    437 citations

  3. Lancaster University

    Lancaster, United Kingdom

    4 h-index

    7 publications

    820 citations

  4. University of Ferrara

    Ferrara, Italy

    4 h-index

    9 publications

    662 citations

  5. Southeast University

    Nanjing, China

    3 h-index

    3 publications

    113 citations

  6. Tsinghua University

    Beijing, China

    3 h-index

    7 publications

    507 citations

  7. Bangladesh University of Engineering and Technology

    Dhaka, Bangladesh

    2 h-index

    4 publications

    134 citations

  8. Istanbul Technical University

    Istanbul, Türkiye

    2 h-index

    2 publications

    295 citations

1–8 of 225

Venues

  1. International Journal of Production Economics

    12 publications · 786 citations

    12

    h-index

  2. Applied Energy

    7 publications · 484 citations

    7

    h-index

  3. Expert Systems with Applications

    4 publications · 352 citations

    4

    h-index

  4. Procedia Engineering

    4 publications · 105 citations

    4

    h-index

  5. 4

    h-index

1–5