Готові списки джерел за темами / Virtual power player (VPP)

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  1. Статті в журналах
  2. Дисертації
  3. Частини книг
  4. Тези доповідей конференцій

Добірка наукової літератури з теми "Virtual power player (VPP)"

Автор: Grafiati
Опубліковано: 3 червня 2025
Оновлено: 31 липня 2025

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Статті в журналах з теми "Virtual power player (VPP)"

1

Petcharaks, Nit, Keerati Chayakulkeeree, Supattana Nirukkanaporn, and Patch Nantivatana. "Energy Storage System Owner as a New Player in an Electricity Structure." Journal of Current Science and Technology 13, no. 3 (2023): 657–71. http://dx.doi.org/10.59796/jcst.v13n3.2023.1143.

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Анотація:
Daily load demand causes different marginal cost at each hour due to different operation generation units. During peak load period, expensive generation units are determined to be turned on to provide sufficient electricity supply and sufficient spinning reserve. During light load period, generation units could not be unloaded due to their minimum up/down time, startup time and startup cost, causing uneconomic operation of the generating capacities. This excess capacity during light load period can be stored in the energy storage system (ESS) and the power can be released to supply the peak lo
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2

Faria, Pedro, João Spínola, and Zita Vale. "Distributed Energy Resources Scheduling and Aggregation in the Context of Demand Response Programs." Energies 11, no. 8 (2018): 1987. http://dx.doi.org/10.3390/en11081987.

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Анотація:
Distributed energy resources can contribute to an improved operation of power systems, improving economic and technical efficiency. However, aggregation of resources is needed to make these resources profitable. The present paper proposes a methodology for distributed resources management by a Virtual Power Player (VPP), addressing the resources scheduling, aggregation and remuneration based on the aggregation made. The aggregation is made using K-means algorithm. The innovative aspect motivating the present paper relies on the remuneration definition considering multiple scenarios of operatio
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3

Bianchi, Stefano, Allegra De Filippo, Sandro Magnani, Gabriele Mosaico, and Federico Silvestro. "VIRTUS Project: A Scalable Aggregation Platform for the Intelligent Virtual Management of Distributed Energy Resources." Energies 14, no. 12 (2021): 3663. http://dx.doi.org/10.3390/en14123663.

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Анотація:
The VIRTUS project aims to create a Virtual Power Plant (VPP) prototype coordinating the Distributed Energy Resources (DERs) of the power system and providing services to the system operators and the various players of the electricity markets, with a particular focus on the industrial sector agents. The VPP will be able to manage a significant number of DERs and simulate realistic plants, components, and market data to study different operating conditions and the future impact of the policy changes of the Balancing Markets (BM). This paper describes the project’s aim, the general structure of
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4

Gao, Yajing, Xiaojie Zhou, Jiafeng Ren, Xiuna Wang, and Dongwei Li. "Double Layer Dynamic Game Bidding Mechanism Based on Multi-Agent Technology for Virtual Power Plant and Internal Distributed Energy Resource." Energies 11, no. 11 (2018): 3072. http://dx.doi.org/10.3390/en11113072.

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Анотація:
As renewable energies become the main direction of global energy development in the future, Virtual Power Plant (VPP) becomes a regional multi-energy aggregation model for large-scale integration of distributed generation into the power grid. It also provides an important way for distributed energy resources (DER) to participate in electricity market transactions. Firstly, the basic concept of VPP is outlined, and various uncertainties within VPP are modeled. Secondly, using multi-agent technology and Stackelberg dynamic game theory, a double-layer nested dynamic game bidding model including V
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5

Silva, Cátia, Pedro Faria, and Zita Vale. "Multi-Period Observation Clustering for Tariff Definition in a Weekly Basis Remuneration of Demand Response." Energies 12, no. 7 (2019): 1248. http://dx.doi.org/10.3390/en12071248.

Повний текст джерела
Анотація:
Distributed energy resources can improve the operation of power systems, improving economic and technical efficiency. Aggregation of small size resources, which exist in large number but with low individual capacity, is needed to make these resources’ use more efficient. In the present paper, a methodology for distributed resources management by an aggregator is proposed, which includes the resources scheduling, aggregation and remuneration. The aggregation, made using a k-means algorithm, is applied to different approaches concerning the definition of tariffs for the period of a week. Differe
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6

Cátia, Silva, Faria Pedro, and Vale Zita. "Multi-Period Observation Clustering for Tariff Definition in a Weekly Basis Remuneration of Demand Response." Energies 12, no. 7 (2019): 1248. https://doi.org/10.3390/en12071248.

Повний текст джерела
Анотація:
Distributed energy resources can improve the operation of power systems, improving economic and technical efficiency. Aggregation of small size resources, which exist in large number but with low individual capacity, is needed to make these resources’ use more efficient. In the present paper, a methodology for distributed resources management by an aggregator is proposed, which includes the resources scheduling, aggregation and remuneration. The aggregation, made using a k-means algorithm, is applied to different approaches concerning the definition of tariffs for the period of a week. D
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7

Le Goff Latimier, R., B. Multon, and H. Ben Ahmed. "Impact of the management strategy on the sizing of a collaborative system." COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering 34, no. 6 (2015): 1807–24. http://dx.doi.org/10.1108/compel-11-2014-0323.

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Анотація:
Purpose – To foster the grid integration of both electric vehicles (EV) and renewable generators, the purpose of this paper is to investigate the possible synergies between these players so as to jointly improve the production predictability while ensuring a green mobility. It is here achieved by the mean of a grid commitment over the overall power produced by a collaborative system which here gathers a photovoltaic (PV) plant with an EV fleet. The scope of the present contribution is to investigate the conditions to make the most of such an association, mainly regarding to the management stra
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8

Gao, Yan, Long Gao, Pei Zhang, and Qiang Wang. "Two-Stage Optimization Scheduling of Virtual Power Plants Considering a User-Virtual Power Plant-Equipment Alliance Game." Sustainability 15, no. 18 (2023): 13960. http://dx.doi.org/10.3390/su151813960.

Повний текст джерела
Анотація:
Distributed renewable energy, loads, and power sources can be aggregated into virtual power plants (VPPs) to participate in energy market transactions and generate additional revenue. In order to better coordinate the transaction relationships among various entities within VPPs, this paper proposes a two-stage optimization model for VPPs that considers the user-VPP-equipment alliance. Firstly, starting from the basic structure of VPP, it is proposed to divide the alliances in VPP into two alliances: demand-side user-VPP and supply-side equipment-VPP. And a VPP optimization framework considerin
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9

Joao, Soares, Borges Nuno, Vale Zita, and de Moura Oliveira P.B. "Enhanced Multi-Objective Energy Optimization by a Signaling Method." Energies 9, no. 10 (2016): 1–23. https://doi.org/10.3390/en9100807.

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Анотація:
In this paper three metaheuristics are used to solve a smart grid multi-objective energy management problem with conflictive design: how to maximize profits and minimize carbon dioxide (CO<sub>2</sub>) emissions, and the results compared. The metaheuristics implemented are: weighted particle swarm optimization (W-PSO), multi-objective particle swarm optimization (MOPSO) and non-dominated sorting genetic algorithm II (NSGA-II). The performance of these methods with the use of multi-dimensional signaling is also compared with this technique, which has previously been shown to boost metaheuristic
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Chang, Ya Chin, Sung Ling Chen, Rung Fang Chang, and Chan Nan Lu. "Optimal Virtual Power Plant Dispatching Approach." Applied Mechanics and Materials 590 (June 2014): 511–15. http://dx.doi.org/10.4028/www.scientific.net/amm.590.511.

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Анотація:
As the integrator of energy resources (DERs), a virtual power plant (VPP) would be able to control the amount of the power access to the distribution transformers such that energy efficiency can be improved. Battery energy storage system (BESS) and demand response (DR) as DERs can entrust the VPP with certain controllability to regulate the power supply of the distribution system. This paper aims to maximize the benefit of the supplied powers over the 24 hours under VPP operation. Combining an iterative dynamic programming optimal BESS schedule approach and a PSO-based DR scheme optimization a
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Більше джерел

Дисертації з теми "Virtual power player (VPP)"

1

Ogden, Lillie. "Exploring Opportunities for Novel Electricity Trading Strategies within a Virtual Power Plant in the European Power Market : New Possibilities in Power Trading Due to the Increased Share of Variable Renewable Energy." Thesis, KTH, Energiteknik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-277841.

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Анотація:
This report explores the impacts of variable renewable energy (VRE) on power trading in the European wholesale electricity market. The intricate operation of a typical power exchange in Europe is accompanied by an equally complex balancing system. The increasing amount of VRE in the power system, such as wind and solar power, has far-reaching impacts for power traders in both this electricity market and the corresponding balancing system. As a result, the electricity market is evolving in unprecedented ways and new participants are entering the playing field to capitalize on the changing dynam
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2

Recasens, Bosch Joan. "Key Factors for a Successful Utility-scale Virtual Power Plant Implementation." Thesis, KTH, Energiteknik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-277846.

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Анотація:
The high penetration of renewable energies (RE) in power systems is increasing the volatile production on the generation side and the presence of distributed energy resources (DER) over the territory. On the other hand, Virtual Power Plants (VPPs) are an aggregation of DER managed as a single entity to promote flexibility services to power systems. Therefore, VPPs are a valid approach to cope with the arising challenges in the power system related to RE penetration. This report defines the concept of a utility-scale VPP, as a tool to stabilize the grid and increase the flexibility capacity in
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3

Zhang, Jiahui. "Bi-Objective Dispatch of Multi-Energy Virtual Power Plant: Deep-Learning based Prediction and Particle Swarm Optimization." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2019.

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Анотація:
This paper addresses the coordinative operation problem of multi-energy virtual power plant (ME-VPP) in the context of energy internet. A bi-objective dispatch model is established to optimize the performance of ME-VPP on both economic cost(EC) and power quality (PQ).Various realistic factors are considered, which include environmental governance, transmission ratings, output limits, etc. Long short-term memory (LSTM), a deep learning method, is applied to the promotion of the accuracy of wind prediction. An improved multi-objective particle swarm optimization (MOPSO) is utilized as the solvin
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4

Lebel, Gaspard. "Coordination de GEDs pour la fourniture de services systèmes temps réel." Thesis, Université Grenoble Alpes (ComUE), 2016. http://www.theses.fr/2016GREAT048/document.

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Анотація:
Les politiques entreprises dans le domaine de la production d’électricité pour lutter contre le changement climatique reposent communément sur le remplacement des moyens de production fossiles et centralisés par de nouveaux moyens de type renouvelables. Ces énergies renouvelables sont en grande partie distribuées dans les réseaux moyenne et basse tension et sont le plus souvent intermittentes (énergies éolienne et photovoltaïque principalement). Les gestionnaires de réseaux s’attentent à ce que ce changement de paradigme induise des difficultés conséquences dans leurs opérations. Les mondes de
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5

Kulmukhanova, Alfiya. "Mechanism Design for Virtual Power Plant with Independent Distributed Generators." Thesis, 2018. http://hdl.handle.net/10754/628051.

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Анотація:
We discuss a model of a virtual power plant (VPP) that provides market access to privately-owned distributed generations (DGs). The VPP serves passive loads, processes bids from generators, and trades in the wholesale market. The generators can be renewable or thermal, and they act strategically to maximize their own profit. The VPP establishes the rules of the internal market to minimize the cost of energy and the cost of balancing while ensuring generator participation and load balancing. We derive a heuristic mechanism for internal market and propose a dynamic programming approach for minim
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6

Okpako, O., Haile S. Rajamani, Prashant Pillai, U. R. Anuebunwa, and K. S. Swarup. "Evaluation of community virtual power plant under various pricing schemes." 2016. http://hdl.handle.net/10454/11096.

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Анотація:
Yes<br>Technological advancement on the electricity grid has focused on maximizing its use. This has led to the introduction of energy storage. Energy storage could be used to provide both peak and off-peak services to the grid. Recent work on the use of small units of energy storage like battery has proposed the vehicle to grid system. It is propose in this work to have energy storage device embedded inside the house of the energy consumer. In such a system, consumers with battery energy storage can be aggregated in to a community virtual power plant. In this paper, an optimized energy resour
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Okpako, O., Haile S. Rajamani, Prashant Pillai, U. R. Anuebunwa, and K. S. Swarup. "Investigation of an optimized energy resource allocation algorithm for a community based virtual power plant." 2016. http://hdl.handle.net/10454/11098.

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Анотація:
Yes<br>Recently, significant advances in renewable energy generation have made it possible to consider consumers as prosumers. However, with increase in embedded generation, storage of electrical energy in batteries, flywheels and supercapacitors has become important so as to better utilize the existing grid by helping smooth the peaks and troughs of renewable electricity generation, and also of demand. This has led to the possibility of controlling the times when stored energy from these storage units is fed back to the grid. In this paper we look at how energy resource sharing is achieved if
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8

Domingos, Joana Loureiro Rodrigues Gil. "Comunidade de Energia como gestora de uma VPP: Agregação de produção dispersa e flexibilidade de consumo." Master's thesis, 2017. http://hdl.handle.net/10316/83384.

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Анотація:
Dissertação de Mestrado Integrado em Engenharia Electrotécnica e de Computadores apresentada à Faculdade de Ciências e Tecnologia<br>Although there’s an increasing focus on the development of sustainable solutions for the electricity market, there are still many obstacles to its widespread adoption, particularly the lack of confidence or interest from consumers, the slow evolution of regulatory policies, and the lack of suitable business models.This dissertation aims to demonstrate and validate the concept of Community S, an energy community managing a virtual power plant as proposed by the pr
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9

Okpako, O., P. I. Adamu, Haile S. Rajamani, and Prashant Pillai. "Optimization of community based virtual power plant with embedded storage and renewable generation." 2016. http://hdl.handle.net/10454/11125.

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Анотація:
No<br>The current global challenge of climate change has made renewable energy usage very important. There is an ongoing drive for the deployment of renewable energy resource at the domestic level through feed-in tariff, etc. However the intermittent nature of renewable energy has made storage a key priority. In this work, a community having a solar farm with energy storage embedded in the house of the energy consumers is considered. Consumers within the community are aggregated in to a local virtual power plant. Genetic algorithm was used to develop an optimized energy transaction for the vir
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Zaerilolmani, Mahtab. "Investigation of a Hybrid Control Scheme for the Optimized Operation of a Virtual Power Plant." Thesis, 2016. https://vuir.vu.edu.au/35050/.

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Анотація:
Climate change concerns due to the rising amounts of carbon gas in the atmosphere have in the last decade or so initiated a fast pace of technological advances in the renewable energy industry. Such developments in technology and the move towards cleaner sources of energy have made renewable resources based Distributed Generators (DGs) more desirable. However, it is a known fact that rising penetrations of DGs have adverse impacts on the grid structure and its operation. The smart grid concept has been used as a good solution to control the impact of DGs and make conventional grids more
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Частини книг з теми "Virtual power player (VPP)"

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Shanti Swarup, K., and P. M. Naina. "Decentralized Energy Management System within VPP." In Virtual Power Plant Solution for Future Smart Energy Communities. CRC Press, 2022. http://dx.doi.org/10.1201/9781003257202-10.

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Nasser, Habib, and Dah Diarra. "Complementarity and Flexibility Indexes of an Interoperable VPP." In Virtual Power Plant Solution for Future Smart Energy Communities. CRC Press, 2022. http://dx.doi.org/10.1201/9781003257202-12.

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Bogonikolos, Nikos, Entrit Metai, and Konstantinos Tsiomos. "Centralized and Decentralized Optimization Approaches for Energy Management within the VPP." In Virtual Power Plant Solution for Future Smart Energy Communities. CRC Press, 2022. http://dx.doi.org/10.1201/9781003257202-8.

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4

Garner, R., G. Jansen, and Z. Dehouche. "Renewable Energy Community VPP Concept Design and Modelling for Sustainable Islands." In Virtual Power Plant Solution for Future Smart Energy Communities. CRC Press, 2022. http://dx.doi.org/10.1201/9781003257202-5.

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Swarupa, M. Lakshmi, G. Sree Lakshmi, and K. Shashidhar Reddy. "Practical Implementation of VPP in the Real World Based on Emerging Technologies." In Virtual Power Plant Solution for Future Smart Energy Communities. CRC Press, 2022. http://dx.doi.org/10.1201/9781003257202-2.

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6

Kim, Jinho. "VPP and hierarchical control methods." In Scheduling and Operation of Virtual Power Plants. Elsevier, 2022. http://dx.doi.org/10.1016/b978-0-32-385267-8.00007-x.

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Recioui, Abdelmadjid. "Deployment and Optimization of Virtual Power Plants and Microgrids." In Practice, Progress, and Proficiency in Sustainability. IGI Global, 2022. http://dx.doi.org/10.4018/978-1-6684-4829-8.ch005.

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Анотація:
In Algeria, the government trend is towards the adoption of clean sources in electrical energy production due to the imoprtant solar and wind potential that is available in the desert. Virtual power plants (VPP) are modular designed entities based on software communication technologies which efficiently integrate, organize, and manage decentralized generation, storage, and consumption through a smart energy management system (EMS). VPP can only be created if there is a market to sell its power and services whereas microgrids (MG) can be created anywhere and are not market dependent. In this ch
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Wu, Yaodong, Xiaomeng Yu, Yikang Zhang, et al. "Economic Dispatch Optimization Method of Virtual Power Plant Based on Improved Genetic Algorithm." In Advances in Transdisciplinary Engineering. IOS Press, 2024. http://dx.doi.org/10.3233/atde240492.

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Анотація:
The conventional approaches to economic dispatch optimization in virtual power plants (VPPs) predominantly focus on power generation dispatch variables, often yielding local optima that undermine overall optimization efficiency. To address this limitation, this study devises an innovative VPP economic dispatch optimization methodology grounded in enhanced genetic algorithms. By meticulously extracting the distinct power generation characteristics of VPP components and scrutinizing the operational dynamics of diverse generator types, a more nuanced understanding of the system is attained. An ad
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Pourghaderi, Niloofar, Mahmud Fotuhi-Firuzabad, Moein Moeini-Aghtaie, and Milad Kabirifar. "Optimization model of a VPP to provide energy and reserve." In Scheduling and Operation of Virtual Power Plants. Elsevier, 2022. http://dx.doi.org/10.1016/b978-0-32-385267-8.00009-3.

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Shah, Zeal, Ali Moghassemi, and Panayiotis Moutis. "Frameworks of considering RESs and loads uncertainties in VPP decision-making." In Scheduling and Operation of Virtual Power Plants. Elsevier, 2022. http://dx.doi.org/10.1016/b978-0-32-385267-8.00015-9.

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Тези доповідей конференцій з теми "Virtual power player (VPP)"

1

Gholami, Amir Hossein, Amir Abolfazl Suratgar, Mohammad Bagher Menhaj, and Mohammad Reza Hesamzadeh. "Decentralized Optimization in Scheduling Virtual Power Plant (VPP)." In 2023 31st International Conference on Electrical Engineering (ICEE). IEEE, 2023. http://dx.doi.org/10.1109/icee59167.2023.10334693.

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2

Saboori, H., M. Mohammadi, and R. Taghe. "Virtual Power Plant (VPP), Definition, Concept, Components and Types." In 2011 Asia-Pacific Power and Energy Engineering Conference (APPEEC). IEEE, 2011. http://dx.doi.org/10.1109/appeec.2011.5749026.

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Kumar, Gautam, Sanjay Kumar, and Lalit Kumar. "OPTIMAL ENERGY MANAGEMENT USING VIRTUAL POWER PLANT UNDER DEREGULATED ENERGY MARKET." In TOPICS IN INTELLIGENT COMPUTING AND INDUSTRY DESIGN (ICID). Volkson Press, 2022. http://dx.doi.org/10.26480/icpesd.02.2022.146.151.

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Анотація:
The bid based dynamic economic load dispatch (BBDELD) problem aims to maximize the social benefits in deregulated electricity market environment by scheduling the Conventional Power Plants (CPP) and flexible loads. This paper presents an approach for coordination between the Virtual Power Plant (VPP) and CPP to satisfy the flexible loads through BBDELD solution. The problem is formulated as a non-linear optimization problem and is solved using a recently developed Archimedes Optimization Algorithm (AOA). Here, the uniform Market Clearing Price (MCP) is devised through Nash supply function equi
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Hatziargyriou, N. D., A. G. Tsikalakis, E. Karfopoulos, et al. "Evaluation of Virtual Power Plant (VPP) operation based on actual measurements." In 7th Mediterranean Conference and Exhibition on Power Generation, Transmission, Distribution and Energy Conversion (MedPower 2010). IET, 2010. http://dx.doi.org/10.1049/cp.2010.0876.

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Katsiki, Vasiliki, George Konstantoulakis, and Gregory Doumenis. "Empowering residential energy resources through virtual power plants aggregation: The TRUST-PV proposal." In Emerging Tech Conference Edge Intelligence 2022. Hellenic Emerging Technology Industry Association, 2025. https://doi.org/10.63438/scbq8593.

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Анотація:
Electricity production from renewable energy sources (RES) is characterized by its distributed nature and geographical dispersion of production facilities. Recently, energy storage has become both feasible and economically viable for residential installations. The ways the residential energy production and storage systems can be best exploited for the benefit of their owners and the community are to subject of on-going research. A recent proposal involves commercial aggregation of the dispatchable electricity via the integration of the residential storage into a distributed virtual power plant
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Hu, Jinshuang, Jiayi Yang, Shuaishuai Liu, and Shujun Wu. "Fast Solving Algorithm Based on Priority Ranking and Rule Matching in Virtual Power Plant (VPP)." In 2024 9th Asia Conference on Power and Electrical Engineering (ACPEE). IEEE, 2024. http://dx.doi.org/10.1109/acpee60788.2024.10532365.

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Brenna, M., M. C. Falvo, F. Foiadelli, L. Martirano, and D. Poli. "From Virtual Power Plant (VPP) to Sustainable Energy Microsystem (SEM): An opportunity for buildings energy management." In 2015 IEEE Industry Applications Society Annual Meeting. IEEE, 2015. http://dx.doi.org/10.1109/ias.2015.7356799.

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Srinivasa Rao, Gummadi, T. SrinivasaRao, and B. Mahesh Babu. "A VIRTUAL POWER PLANT ENGINEERING WITH DISTRIBUTED ENERGY RESOURCES: A REVIEW." In TOPICS IN INTELLIGENT COMPUTING AND INDUSTRY DESIGN (ICID). Volkson Press, 2022. http://dx.doi.org/10.26480/icpesd.03.2022.185.192.

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Анотація:
The Distributed Energy Resources (DERs) and their integration in utility system in terms of visibility and handling capacity can be improved by developing Virtual Power Plant (VPP). These DERs further by making an appropriate interface with system components operates and manages the power market. Thus representation of DERs in such VPPs results in low cost power plant planning and estimation. Further, this could be well willful replacement for predictable Power Plants (PPPs) in terms of energy creation and installed capacities. These VPPs can be a better visualization tools and on providing an
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Iman Taheri, Seyed, Lucas Lima Rodrigues, Mauricio B. C. Salles, and Alfeu Joãozinho Sguarezi Filho. "A day-ahead hybrid optimization algorithm for finding the dispatch schedule of VPP in a distribution system." In Simpósio Brasileiro de Sistemas Elétricos - SBSE2020. sbabra, 2020. http://dx.doi.org/10.48011/sbse.v1i1.2476.

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Анотація:
Distributed renewable generations such as photovoltaic units are electricity generators for installing close to the loads on the distribution system. In this paper, the dispatch function of a non-centralized Virtual Power Plant (VPP) with having a photovoltaic unit in each bus is considered to optimize. This dispatch function is assigned based on the predicted load shape of the next day. A new day-ahead hybrid optimization algorithm is presented to optimize the dispatch function. The proposed algorithm implements a new hybrid combination of Particle Swarm Optimization (PSO) and Genetic Optimiz
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10

Castelli, Alessandro Francesco, Lorenzo Pilotti, and Emanuele Martelli. "Optimal Design and Operation Planning of VPPs Based on Hydrogen Storage and Hydrogen Combined Cycle." In ASME Turbo Expo 2022: Turbomachinery Technical Conference and Exposition. American Society of Mechanical Engineers, 2022. http://dx.doi.org/10.1115/gt2022-82609.

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Анотація:
Abstract Virtual Power Plants (VPPs) and Multi-Energy Systems (MESs) are aggregated energy systems comprising renewable energy sources, energy storage systems and dispatchable units. The presence of such diverse systems unlocks the possibility of a near-zero carbon emission energy generation while overtaking the main drawback of renewables sources that is their lack of control. Among the different energy storage systems, large scale (seasonal) H2 storages (e.g. salt cavern or depleted oil field) would allow shifting the excess solar energy from the hot to the cold season. High round-trip effic
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