An explainable artificial intelligence approach to understanding drivers of economic energy consumption and sustainability
Praveen Ranjan Srivastava, Sachin Kumar Mangla, Prajwal Eachempati, Aviral Kumar Tiwari
| Year of publication: |
2023
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|---|---|
| Authors: | Srivastava, Praveen Ranjan ; Mangla, Sachin Kumar ; Eachempati, Prajwal ; Tiwari, Aviral Kumar |
| Published in: |
Energy economics. - Amsterdam : Elsevier, ISSN 0140-9883, ZDB-ID 795279-X. - Vol. 125.2023, p. 1-21
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| Subject: | Deep neural network | Energy consumption | Energy economics | Gradient boosting | Net-zero emissions | Non-conventional energy | Random forest | Shapley | Sustainability | XAI | Energiekonsum | Künstliche Intelligenz | Artificial intelligence | Nachhaltige Entwicklung | Sustainable development | Neuronale Netze | Neural networks | Energieökonomik | Treibhausgas-Emissionen | Greenhouse gas emissions |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.eneco.2023.106868 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014484405