English

A Kullback-Leibler Divergence-based Distributionally Robust Optimization Model for Heat Pump Day-ahead Operational Schedule in Distribution Networks

Systems and Control 2017-05-09 v1
Authors: Zihao Li , Wenchuan Wu , Boming Zhang
View on arXiv ↗ PDF ↗

Abstract

For its high coefficient of performance and zero local emissions, the heat pump (HP) has recently become popular in North Europe and China. However, the integration of HPs may aggravate the daily peak-valley gap in distribution networks significantly.

Keywords

Kullback-Leibler divergence distributionally robust optimization heat pump day-ahead operational schedule distribution networks peak-valley gap

Cite

@article{arxiv.1705.02421,
  title  = {A Kullback-Leibler Divergence-based Distributionally Robust Optimization Model for Heat Pump Day-ahead Operational Schedule in Distribution Networks},
  author = {Zihao Li and Wenchuan Wu and Boming Zhang},
  journal= {arXiv preprint arXiv:1705.02421},
  year   = {2017}
}

Related papers

View all related →
Systems and Control · Electrical Eng. & Systems
Comprehensive Review on the Control of Heat Pumps for Energy Flexibility in Distribution Networks
Gustavo L. Aschidamini, Mina Pavlovic, Bradley A. Reinholz, Malcolm S. Metcalfe +2
2025-02-21
Systems and Control · Electrical Eng. & Systems
Distributionally Robust Scheduling of Electrified Heating Under Heat Demand Forecast Uncertainty
Alessandro Quattrociocchi, Manisha Talukdar, Pere Izquierdo Gómez, Tomislav Dragicevic
2026-02-20
Systems and Control · Electrical Eng. & Systems
An Integration and Operation Framework of Geothermal Heat Pumps in Distribution Networks
Lei Liang, Xuan Zhang, Hongbin Sun
2021-07-01
Systems and Control · Computer Science
Distributed Temperature Control via Geothermal Heat Pump Systems in Energy Efficient Buildings
Xuan Zhang, Wenbo Shi, Qinran Hu, Bin Yan +2
2017-03-01
General Economics · Economics
Power sector impacts of a simultaneous European heat pump rollout
Alexander Roth
2023-12-12
Optimization and Control · Mathematics
Comfort-constrained distributed heat pump management
Simon Parkinson, Dan Wang, Curran Crawford, Ned Djilali
2011-12-07
Machine Learning · Computer Science
Data-Driven Heat Pump Management: Combining Machine Learning with Anomaly Detection for Residential Hot Water Systems
Manal Rahal, Bestoun S. Ahmed, Roger Renstrom, Robert Stener +1
2025-06-23
Systems and Control · Electrical Eng. & Systems
A Multi-timescale and Chance-Constrained Energy Dispatching Strategy of Integrated Heat-Power Community with Shared Hybrid Energy Storage
Wenyi Zhang, Yue Chen, Rui Xie, Yunjian Xu
2023-10-24
Optimization and Control · Mathematics
Flexible unit commitment of a network-constrained combined heat and power system
Alvaro Gonzalez-Castellanos, Priyanko Guha Thakurta, Aldo Bischi
2018-09-26
Optimization and Control · Mathematics
A Distributionally Robust Optimization Approach for Unit Commitment in Microgrids
Ogun Yurdakul, Fikret Sivrikaya, Sahin Albayrak
2020-12-15
Data Structures and Algorithms · Computer Science
Approximation algorithms for scheduling a group of heat pumps
Jiří Fink
2020-01-24
Optimization and Control · Mathematics
A distributed accelerated gradient algorithm for distributed model predictive control of a hydro power valley
Minh Dang Doan, Pontus Giselsson, Tamás Keviczky, Bart De Schutter +1
2013-02-11
Systems and Control · Electrical Eng. & Systems
Modeling and Contribution of Flexible Heating Systems for Transmission Grid Congestion Management
David Kröger, Milijana Teodosic, Christian Rehtanz
2023-10-25
Systems and Control · Electrical Eng. & Systems
Frequency Control and Optimal Power Sharing in Combined Power and Heating Networks with Heat Pumps
Xin Qin, Ioannis Lestas
2025-09-30
Systems and Control · Electrical Eng. & Systems
A Thermal-Electrical Co-Optimization Framework for Active Distribution Grids with Electric Vehicles and Heat Pumps
Savvas Panagi, Chrysovalantis Spanias, Petros Aristidou
2026-01-30
General Economics · Economics
Power sector benefits of flexible heat pumps
Alexander Roth, Carlos Gaete-Morales, Dana Kirchem, Wolf-Peter Schill
2024-11-21
Systems and Control · Electrical Eng. & Systems
A detailed simulation model for fifth generation district heating and cooling networks with seasonal latent storage evaluated on field data
Manuel Kollmar, Adrian Bürger, Markus Bohlayer, Angelika Altmann-Dieses +2
2025-11-21
Systems and Control · Electrical Eng. & Systems
Dynamic state-space modeling and model-based control design for loop heat pipes
Thomas Gellrich, Clara Sester, Max Okraschevski, Stefan Schwab +2
2020-01-17
Systems and Control · Electrical Eng. & Systems
Model Predictive Control for Unlocking Energy Flexibility of Heat Pump and Thermal Energy Storage Systems: Experimental Results
Weihong Tang, Yun Li, Shalika Walker, Tamas Keviczky
2025-07-24
Machine Learning · Computer Science
Deep Reinforcement Learning for Heat Pump Control
Tobias Rohrer, Lilli Frison, Lukas Kaupenjohann, Katrin Scharf +1
2022-12-27
Systems and Control · Electrical Eng. & Systems
Distributed Nonlinear Model Predictive Control for District Heating Networks
Alessandro Bettoni, Giacomo Mastroddi, Marco Muttoni
2026-05-29
Systems and Control · Electrical Eng. & Systems
Joint Optimization for Coordinated Charging Control of Commercial Electric Vehicles Under Distributed Hydrogen Energy Supply
Teng Long, Qing-Shan Jia
2021-03-24
Multiagent Systems · Computer Science
Coordination of Electrical and Heating Resources by Self-Interested Agents
Rico Schrage, Jari Radler, Astrid Nieße
2025-06-23
Systems and Control · Electrical Eng. & Systems
Trilevel Scheduling Model Considering Residential Demand Flexibility of Aggregated HVACs and EVs under Distribution LMP
Xiaofei Wang, Fangxing Li, Jin Dong, Mohammed. Olama +4
2021-03-02
Systems and Control · Electrical Eng. & Systems
Impact of spatiotemporal heterogeneity in heat pump loads on generation and storage requirements
Claire E. Halloran, Filiberto Fele, Malcolm D. McCulloch
2022-04-04