Quick Navigation

Topics

Quantum Machine Learning

Quantum Computing for Energy Management: A Semi Non-Technical Guide for Practitioners

arXiv
Authors: Jirawat Tangpanitanon

Year

2024

Paper ID

36732

Status

Preprint

Abstract Read

~2 min

Abstract Words

118

Citations

N/A

Abstract

The pursuit of energy transition necessitates the coordination of several technologies, including more efficient and cost-effective distributed energy resources (DERs), smart grids, carbon capture, utilization, and storage (CCUS), energy-efficient technologies, Internet of Things (IoT), edge computing, artificial intellience (AI) and nuclear energy, among others. Quantum computing is an emerging paradigm for information processing at both hardware and software levels, by exploiting quantum mechanical properties to solve certain computational tasks exponentially faster than classical computers. This chapter will explore the opportunities and challenges of using quantum computing for energy management applications, enabling the more efficient and economically optimal integration of DERs such as solar PV rooftops, energy storage systems, electric vehicles (EVs), and EV charging stations into the grid

Why This Paper Matters

  • This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
  • It adds a 2024 reference point for readers tracking recent quantum research.
  • The pursuit of energy transition necessitates the coordination of several technologies, including more efficient and cost-effective distributed energy resources (DERs), smart...

Paper Tools

Become a member to use research tools

Sign in to open papers, visit source links, share, cite, compare, copy DOI links, request category corrections, and build your reading list.

Show Paper arXiv Publisher Share Cite This Paper Copy URL Compare Copy DOI Add to Reading List Category Correction Request

References & Citation Signals

Local Citation Graph (Related-Paper Links)

Current Paper #36732 #78828 Verifiable Sampling for Delegat... #78813 Large-Scale Benchmarking of Qua... #78775 On linearity or non-linearity i...

External citation index: OpenAlex citation signal

Community Reactions

Quick sentiment from readers on this paper.

Score: 0
Likes: 0 Dislikes: 0

Sign in to react to this paper.

Discussion & Reviews (Moderated)

Average Rating: 0.0 / 5 (0 ratings)

No written reviews yet.