81 results on '"Meysam Qadrdan"'
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2. Assessing techno-economic and environmental impacts of gas compressor fleet as a source of flexibility to the power system
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Qikun Chen, Tong Zhang, and Meysam Qadrdan
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- 2023
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3. Estimation and prediction of shallow ground source heat resources subjected to complex soil and atmospheric boundary conditions
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Wu Gao, Shakil Masum, Meysam Qadrdan, and Hywel Rhys Thomas
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Renewable Energy, Sustainability and the Environment - Abstract
5th generation district heating and cooling networks operating at near ground temperature offer a low-cost, zero-carbon energy solution. Detailed understanding and accurate estimation of ground behaviour for its heat storage and recharge potential are of paramount importance for the success of such networks. In this paper, an advanced modelling tool, based on a coupled Thermal-Hydraulic (TH) modelling framework, is presented to calculate and predict temperature and soil-moisture behaviour of a shallow ground under complex atmospheric, temperature and hydraulic boundary conditions. Atmospheric data e.g., solar radiation, rainfall, humidity, air temperature, wind velocity is considered together with subsurface soil data to investigate thermal and hydraulic responses of the ground, and its individual soil layers. Furthermore, a transient method for estimating shallow ground source heat (SGSH) resources is proposed based on the simulated temperature and saturation distributions of the ground. The model is applied to predict the long-term ground temperature and saturation level of a test site located in Warwickshire County, UK. The total heat content per unit area and the annual/seasonal/monthly net heat content per unit area of the site are predicted for a five-year period. The total heat content of the sandy clay layer varied between 2.32 and 11.6 MJ/m2, silty clay from 34.0 to 50.5 MJ/m2, and mudstone from 50.7 to 55.0 MJ/m2. A parametric sensitivity study is also conducted to investigate the effects of soil types and hydraulic drainage conditions on the ground heat supply potential, and it revealed that the spatial and temporal distributions of ground heat is significantly affected by the underlying soils. This study highlights the influences of atmospheric conditions and coupled ground processes, and the parameters that should be considered for designing a 5th generation low-temperature heat network.
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- 2022
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4. Cyber-Resilient Multi-Energy Management for Complex Systems
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Meysam Qadrdan, Pengfei Zhao, Zhaoyu Wang, Zhidong Cao, Xinlei Chen, Shuangqi Li, Yue Xiang, Xiaohe Yan, Chenghong Gu, and Dajun Zeng
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Flexibility (engineering) ,Mathematical optimization ,Computer science ,Energy management ,business.industry ,media_common.quotation_subject ,Complex system ,Robust optimization ,Ambiguity ,Computer Science Applications ,Renewable energy ,Moment (mathematics) ,Control and Systems Engineering ,Electrical and Electronic Engineering ,Resilience (network) ,business ,Information Systems ,media_common - Abstract
This paper addresses the cyber resilience issues of multi-vector energy distribution systems (MEDS) caused by false data injection FDI, considering the uncertainty from renewable resources. A novel two-stage distributionally robust optimization (DRO) is proposed to realize the day-ahead and real-time resilience improvement. The first stage determines an initial plan for day-ahead reserve preparation and the second stage makes adjustment and takes resilience-based actions after potential load redistribution (LR) attacks and renewable output deviation. The ambiguity set is based on both the Wasserstein distance and moment information. Compared to robust optimization which considers the worst case, DRO yields less-conservative solutions and thus provides more economic operation schemes. The Wasserstein-metric based ambiguity set enables to provide additional flexibility hedging against renewable uncertainty. Case studies are demonstrated on two representative MEDS networked with energy hubs, i.e., a 33-bus-20-node MEDS and a 69-bus-20-node-MEDS, illustrating the effectiveness of the proposed cyber-secured model.
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- 2022
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5. Optimal Operation of Compressors in an Integrated Gas and Electricity System—An Enhanced MISOCP Method
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Qikun Chen, Yongning Zhao, Meysam Qadrdan, and Nicholas Jenkins
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General Computer Science ,General Engineering ,General Materials Science ,Electrical and Electronic Engineering - Published
- 2022
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6. Revenue stacking for behind the meter battery storage in energy and ancillary services markets
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William Seward, Meysam Qadrdan, and Nick Jenkins
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Energy Engineering and Power Technology ,Electrical and Electronic Engineering - Abstract
Several sources of revenue are available for battery storage systems that can be stacked to further increase revenue. Typically, price arbitrage is used to gain revenue from battery storage. However, additional revenue can be gained from participation in ancillary services such as frequency response. This study presents a linear optimisation approach to account for local energy system participation in the wholesale day-ahead electricity market and multiple frequency response services. The methodology was applied to a school case study. A breakdown of market revenue and value of investment is presented for five operating strategies. The value of availability revenue and response energy revenue are distinguished for frequency response services. Finally, the impact of revenue stacking on battery degradation is assessed. The results show that local energy systems can decrease their operating costs and improve battery storage investment viability by stacking multiple revenues, whilst reducing degradation and increasing lifetime.
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- 2022
7. A numerical study on performance efficiency of a low-temperature horizontal ground-source heat pump system
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Wu Gao, Shakil Masum, Meysam Qadrdan, and Hywel Rhys Thomas
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Mechanical Engineering ,Building and Construction ,Electrical and Electronic Engineering ,Civil and Structural Engineering - Published
- 2023
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8. Bottom-Up Flexibility in Multi-Energy Systems: Real-World Experiences From Europe
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Edoardo Corsetti, Hailong Li, Xiandong Xu, Jakub Jurasz, Ana Virag, Christoph Gutschi, Kris Kessels, Meysam Qadrdan, and Regine Belhomme
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Flexibility (engineering) ,Electrification ,business.industry ,Greenhouse gas ,Photovoltaic system ,Energy Engineering and Power Technology ,Business ,Electricity ,Electrical and Electronic Engineering ,Environmental economics ,Energy engineering ,Renewable energy ,Efficient energy use - Abstract
Electricity Systems in europe are experiencing major changes due to targets for renewable energy integration, reducing greenhouse gas emissions, and energy efficiency. Different studies show that there is a growing need for more flexibility and active stakeholder involvement at all levels (from small consumers to pan-European networks) to ensure the efficient and reliable operation of the electricity system, particularly to deal with growing volumes of renewable energy sources, from transmission-level wind and solar farms to household-level photovoltaic generation. Other key evolutions that aim to decarbonize the energy sector beyond electricity, such as those based on the electrification of energy end uses (e.g., the development of electric vehicles and the electrification of heating), are also expected to have a substantial impact.
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- 2021
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9. Optimal Operation of a Tidal Lagoon as a Flexible Source of Electricity
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Tong Zhang, Christopher Williams, Reza Ahmadian, and Meysam Qadrdan
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FOS: Electrical engineering, electronic engineering, information engineering ,Systems and Control (eess.SY) ,Electrical Engineering and Systems Science - Systems and Control - Abstract
As the demand for electricity and the need for power systems flexibility grow, it is crucial to exploit more reliable and clean sources of energy to produce electricity when needed most. Tidal lagoons generate renewable electricity by creating an artificial head difference between water levels on the seaside, driven by tides, and water levels inside the basin, controlled by flow through the structure. Depending on the level of seawater, power generation from a tidal lagoon can be controlled, i.e. shifting power generation in time. This paper aims to investigate the operation of a tidal lagoon in response to fluctuating electricity prices. By developing an optimal operation model of a tidal lagoon, its schedule in the day-ahead wholesale electricity market was optimized to achieve maximum revenue. The Swansea Bay tidal lagoon was used as a case study. It was demonstrated that by exploiting the flexibility offered by the tidal lagoon, it can achieve a higher revenue in the day-ahead market, although their total electricity generation is reduced.
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- 2022
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10. Quantifying the Flexibility From Industrial Steam Systems for Supporting the Power Grid
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Xiandong Xu, Muditha Abeysekera, Wenqiang Sun, and Meysam Qadrdan
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Flexibility (engineering) ,business.industry ,020209 energy ,Energy Engineering and Power Technology ,02 engineering and technology ,Domain (software engineering) ,Variable (computer science) ,Electricity generation ,Key factors ,Steel mill ,0202 electrical engineering, electronic engineering, information engineering ,Power grid ,Electrical and Electronic Engineering ,Process engineering ,business ,Energy (signal processing) - Abstract
With more variable and uncertain patterns of electricity production and consumption, the need for flexibility in the power grid is becoming increasingly crucial. Industrial energy systems have the potential to contribute to providing such flexibility. Yet, there is still a lack of effective methods to quantify the magnitude of available flexibility from industrial energy systems that can be optimally dispatched to support the operation of the power grid. This paper studies the flexibility provision from steam systems, which exist in many energy-intensive industries. A generic model of industrial steam systems with turbine-generators is presented to reflect its interactions with the power grid. Then, a hybrid physics-based and data-driven approach is developed to approximate the boundaries of the flexibility domain at different operating conditions of the steam systems. The proposed flexibility quantification method is applied to two real industrial steam systems in a paper mill and a steel mill. The results show that the proposed method can approximate the flexibility boundaries under uncertainty steam states and reflect key factors that affect the boundaries. Also, it is shown that neglecting the limits imposed by the steam network leads to an overestimation of flexibility boundaries at certain operating conditions.
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- 2021
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11. Planning, operation, and trading mechanisms of transactive energy systems in the context of carbon neutrality [Editorial]
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Dan Wang, Yue Zhou, Nian Liu, Meysam Qadrdan, Rohit Bhakar, and Sahban Alnaser
- Abstract
In the context of carbon neutrality, the penetration ratio of renewable energy, flexible load, energy storage, and interactive equipment have been increasing, and the boundary between traditional energy producers and consumers has been getting more blurred. A new type of energy system, namely the transactive energy system (TES), has emerged. The TES uses the value (price) as a guide for market participants in optimizing decisions, realizing centralized/distributed coordination of large-scale energy systems, and developing these systems to improve energy efficiency, thus, reducing carbon emissions and improving the economy. However, the deep coupling between energy trading and physical energy flow complicates the planning, operation optimization, trading, and interaction of traditional energy systems. Based on the abovementioned background, this special issue, which focuses on the planning, operation, and trading mechanism of TES, has received considerable attention from the research community.
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- 2022
12. Virtual Energy Storage Systems for Virtual Power Plants
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Saif S. Sami, Yue Zhou, Meysam Qadrdan, and Jianzhong Wu
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- 2022
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13. Spatial and temporal data to study residential heat decarbonisation pathways in England and Wales
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Alexandre Canet, Meysam Qadrdan, Nick Jenkins, and Jianzhong Wu
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Statistics and Probability ,Library and Information Sciences ,Statistics, Probability and Uncertainty ,Computer Science Applications ,Education ,Information Systems - Abstract
The decarbonisation of residential heating is crucial if the net-zero target in the United Kingdom is going to be achieved. This paper describes methods to produce data to quantify the impacts of residential heat decarbonisation on the energy supply infrastructure across England and Wales. For the year 2018, annual heat demand for a range of dwellings was estimated for almost 35,000 local areas (known as Lower Layer Super Output Areas: LSOAs). Energy savings through implementing the potential energy efficiency measures and the indicative costs of the energy efficiency measures were quantified. Profiles were synthesised for heat production and energy demand of selected heating technologies using average daily temperature and data from trial projects. These profiles were created to study the impacts of different types of heating technology in each LSOA under user-defined heat decarbonisation pathways. Data describing the dwelling stock, heating technologies, annual heat demand for each LSOA, indicative costs of energy efficiency improvements for each local authority and the profiles for each technology were created.
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- 2022
14. A data‐driven approach to study the role of interconnectors in a future low‐carbon electricity supply system
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Meysam Qadrdan, Ahmad Rafiee, and Nick Jenkins
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Mains electricity ,Linear programming ,Renewable Energy, Sustainability and the Environment ,Energy Engineering and Power Technology ,chemistry.chemical_element ,Interconnector ,Environmental economics ,Data-driven ,Fuel Technology ,Nuclear Energy and Engineering ,chemistry ,Environmental science ,Security of supply ,Carbon - Published
- 2020
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15. Data-driven prosumer-centric energy scheduling using convolutional neural networks
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Weiqi Hua, Jing Jiang, Hongjian Sun, Andrea M. Tonello, Meysam Qadrdan, and Jianzhong Wu
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General Energy ,G500 ,Mechanical Engineering ,Building and Construction ,N100 ,Management, Monitoring, Policy and Law - Abstract
The emerging role of energy prosumers (both producers and consumers) enables a more flexible and localised structure of energy markets. However, it leads to challenges for the energy scheduling of individual prosumers in terms of identifying idiosyncratic pricing patterns, cost-effectively predicting power profiles, and scheduling various scales of generation and consumption sources. To overcome these three challenges, this study proposes a novel data-driven energy scheduling model for an individual prosumer. The pricing patterns of a prosumer are represented by three types of dynamic price elasticities, i.e., the price elasticities of the generation, consumption, and carbon emissions. To improve the computational efficiency and scalability, the heuristic algorithms used to solve the optimisation problems is replaced by the convolutional neural networks which map the pricing patterns to scheduling decisions of a prosumer. The variations of uncertainties caused by the intermittency of renewable energy sources, flexible demand, and dynamic prices are predicted by the developed real-time scenarios selection approach, in which each variation is defined as a scenario. Case studies under various IEEE test distribution systems and uncertain scenarios demonstrate the effectiveness of our proposed energy scheduling model in terms of predicting scheduling decisions in microseconds with high accuracy.
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- 2022
16. Water-Constrained Generation Expansion Planning for Iran Power System
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seyed mohsen hashemi, Mahdi Tabarzadi, farhad fallahi, Masoumeh Rostam Niakan Kalhori, Davood Abdollahzadeh, and Meysam Qadrdan
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
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17. Fast and Generic Energy Flow Analysis of the Integrated Electric Power and Heating Networks
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Shuai Yao, Wei Gu, Jianzhong Wu, Meysam Qadrdan, Hai Lu, Shuai Lu, and Yue Zhou
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General Computer Science - Published
- 2023
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18. A systematic framework for the assessment of the reliability of energy supply in Integrated Energy Systems based on a quasi-steady-state model
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Lixun Chi, Huai Su, Enrico Zio, Meysam Qadrdan, Jing Zhou, Li Zhang, Lin Fan, Zhaoming Yang, Fei Xie, Lili Zuo, and Jinjun Zhang
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General Energy ,Mechanical Engineering ,Building and Construction ,Electrical and Electronic Engineering ,Pollution ,Industrial and Manufacturing Engineering ,Civil and Structural Engineering - Published
- 2023
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19. Electricity Storage in Local Energy Systems
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William Seward, Weiqi Hua, and Meysam Qadrdan
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Traditionally, power system operation has relied on supply side flexibility from large fossil-based generation plants to managed swings in supply and/or demand. An increase in variable renewable generation has increased curtailment of renewable electricity and variations in electricity prices. Consumers can take advantage of volatile electricity prices and reduce their bills using electricity storage. With reduced fossil-based power generation, traditional methods for balancing supply and demand must change. Electricity storage offers an alternative to fossil-based flexibility, with an increase expected to support high levels of renewable generation. Electrochemical storage is a promising technology for local energy systems. In particular, lithium-ion batteries due to their high energy density and high efficiency. However, despite their 89% decrease in capital cost over the last 10 years, lithium-ion batteries are still relatively expensive. Local energy systems with battery storage can use their battery for different purposes such as maximising their self-consumption, minimising their operating cost through energy arbitrage which is storing energy when the electricity price is low and releasing the energy when the price increases, and increasing their revenue by providing flexibility services to the utility grid. Power rating and energy capacity are vitally important in the design of an electricity storage system. A case study is given for the purpose of providing a repeatable methodology for optimally sizing of a battery storage system for a local energy system. The methodology can be adapted to include any local energy system generation or demand profile.
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- 2021
20. Assessing the potential of surplus clean power in reducing GHG emissions in the building sector using game theory; a case study of Ontario, Canada
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Meysam Qadrdan, Michael Fowler, Qinghao Kong, Ehsan Haghi, and Kaamran Raahemifar
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Mains electricity ,business.industry ,020209 energy ,02 engineering and technology ,Environmental economics ,021001 nanoscience & nanotechnology ,7. Clean energy ,law.invention ,Renewable energy ,Cogeneration ,13. Climate action ,law ,Natural gas ,Greenhouse gas ,Air source heat pumps ,0202 electrical engineering, electronic engineering, information engineering ,Environmental science ,Electricity ,0210 nano-technology ,business ,Heat pump - Abstract
This work assesses the potential of surplus electricity in reducing greenhouse gas (GHG) emissions in the building sector. The assessment is done by modelling the interaction of government and energy consumer using game theory. The government can provide discounted power to energy consumer by covering a fraction of the off-peak price to encourage the replacement of natural gas consumption with electricity. This replacement reduces GHG emissions from the building sector. Energy consumer adopts electricity-based technologies only if it leads to a lower heat and electricity supply cost. Cost-effectiveness of solid oxide fuel cell, air–source heat pump (ASHP), and battery and hydrogen storage are assessed as alternatives to natural gas combined heat and power (CHP) and boiler technologies. The modelling results show that ASHP is the only technology that can compete with natural gas CHP and boiler. ASHP is chosen by the energy consumer when discounts of 4.5 cents/kWh or more for off-peak electricity are available. The analysis also showed that CHP could be completely replaced by grid power at discount value of 4.5 cents/kWh and up. Natural gas boilers continue playing a role in building heating supply even under increased discount for off-peak electricity price.
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- 2019
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21. Electricity systems capacity expansion under cooling water availability constraints
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Edward Byers, Modassar Chaudry, Meysam Qadrdan, Jim W. Hall, Nick Jenkins, and Xiandong Xu
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business.industry ,Natural resource economics ,Combined cycle ,Climate change ,Water supply ,Thermal power station ,Energy transition ,law.invention ,Water resources ,law ,Climate change scenario ,Environmental science ,Electricity ,business - Abstract
Large and reliable volumes of water are required to cool thermal power plants. Yet across the world growing demands from society, environmental regulation and climate change impacts are reducing the availability of reliable water supplies. This in turn constrains the capacity and locations of thermal power plants that can be developed. The authors present an integrated and spatially explicit energy systems model that explores optimal capacity expansion planning strategies, taking into account electricity and gas transmission infrastructure and cooling water constraints under climate change. In Great Britain, given the current availability of freshwater, it is estimated that around 32 GW of combined cycle gas turbine capacity can be sustainably and reliably supported by freshwater. However, to maintain the same reliability under a medium climate change scenario, this is halved to 16 GW. The authors also reveal that the current benefit of available freshwater to the power sector is ∼£50 billion between 2010 and 2050. Adapting to expected climate change impacts on the reduced reliability of freshwater resources could add an additional £18–19 billion in system costs to the low-carbon energy transition over the time horizon, as more expensive cooling technologies and locations are required.
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- 2019
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22. Thermal Dynamic Modelling and Temperature Controller Design for a House
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Meysam Qadrdan, Hector Bastida, Carlos E. Ugalde-Loo, Jianzhong Wu, and Muditha Abeysekera
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Frequency response ,Computer science ,Energy management ,020209 energy ,PID controller ,02 engineering and technology ,Energy consumption ,Transfer function ,020401 chemical engineering ,Control theory ,Heat transfer ,0202 electrical engineering, electronic engineering, information engineering ,0204 chemical engineering ,Parametric statistics - Abstract
Heat consumption management and effective temperature control strategies to meet heat demand in residential and office buildings have become an important aspect within energy management. A thermal dynamic model of a building is not only necessary to estimate the energy consumption under different operating conditions but also to design effective controllers. This paper presents a classical control approach for the indoor temperature regulation of buildings. State-space and transfer function models of house thermal behaviour are developed. These are obtained from first principles of heat transfer and their analogy with electrical systems. To capture a realistic behaviour of heat transfer, the proposed models consider parametric uncertainties. A frequency response-based approach is used to obtain a reduced order system that facilitates control system design. The models have been implemented in MATLAB/Simulink and a PI controller has been designed to maintain a comfortable indoor temperature in the building. Simulation results show that the controller effectively regulates temperature despite system disturbances. An energy saving of around 8% comparing the proposed controller to a traditional on/off controller is achieved.
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- 2019
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23. Modelling and control of district heating networks with reduced pump utilisation
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Muditha Abyesekera, Hector Bastida, Meysam Qadrdan, and Carlos E. Ugalde-Loo
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TK1001-1841 ,Environmental Engineering ,Renewable Energy, Sustainability and the Environment ,Computer science ,business.industry ,Process (computing) ,Energy Engineering and Power Technology ,Energy industries. Energy policy. Fuel trade ,Automotive engineering ,Sizing ,Production of electric energy or power. Powerplants. Central stations ,Control theory ,Mass flow rate ,HD9502-9502.5 ,Energy supply ,Process simulation ,Hydraulic machinery ,business ,Engineering (miscellaneous) ,Thermal energy - Abstract
District heating systems (DHS) provide thermal energy to a range of consumers. Hence, an adequate sizing of the key elements involved in the energy supply system and their management are critical. Pumps and valves are essential components of a DHS as they ensure hydraulic operating conditions are met for the energy distribution process. To achieve this, a hydraulic system is typically controlled by defining a differential pressure set‐point at a critical location in the network. However, a good understanding of the dynamic behaviour of the hydraulic system during the diverse operating conditions is required for its efficient control and to maximise its performance. This paper presents a control strategy based on suitable dynamic models of the hydraulic system. These non‐linear models enable the simulation of the behaviour of mass flow rate, pressure drops in pipes, power consumption of the pump and the heat delivery to meet the thermal loads. Control system design is carried out in MATLAB, and the designed controller is verified with Apros—a commercial process simulation software. It is shown that the hydraulic behaviour of a DHS is well described by the dynamic models presented. In addition, the designed control scheme reduces the electricity consumption of pumps compared with a conventional mass flow rate controller based on a look‐up table and a differential pressure valve.
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- 2021
24. Heat demand mapping and assessment of heat supply options for local areas – the case study of Neath Port Talbot
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Alexandre Canet, Meysam Qadrdan, and Nick Jenkins
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business.industry ,020209 energy ,Mechanical Engineering ,Local authority ,Environmental engineering ,Heat supply ,02 engineering and technology ,Building and Construction ,Pollution ,Port (computer networking) ,Industrial and Manufacturing Engineering ,law.invention ,General Energy ,020401 chemical engineering ,law ,0202 electrical engineering, electronic engineering, information engineering ,Environmental science ,Electricity ,0204 chemical engineering ,Electrical and Electronic Engineering ,business ,Civil and Structural Engineering ,Heat pump - Abstract
A method for estimating the heat demand of different types of dwellings is described. Furthermore, an optimal heat supply mix for a local area was determined considering gas and electricity prices and the unique characteristics of the local area in terms of the heat demand and potential heat supply options. These methods were demonstrated on the local authority area of Neath Port Talbot in the UK. The estimated heat demand was validated against real data. The modelling results obtained show that significant financial support is required for low carbon heating technologies such as heat pumps and district heating networks for them to play a major role in the decarbonisation of heat.
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- 2021
25. Editorial: Advances in Power-to-X: Processes, Systems, and Deployment
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Meysam Qadrdan, Luis M. Romeo, David Parra, and Valerie Eveloy
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Economics and Econometrics ,Electrolysis ,energy storage ,Renewable Energy, Sustainability and the Environment ,business.industry ,Energy Engineering and Power Technology ,lcsh:A ,power-to-gas (PtG) ,renewable energy ,Energy storage ,Power (physics) ,law.invention ,Renewable energy ,power-to-X (PtX) ,Fuel Technology ,law ,Software deployment ,Methanation ,hydrogen ,Environmental science ,lcsh:General Works ,Process engineering ,business ,CO2 utilization - Abstract
[No abstract available]
- Published
- 2021
26. Data-driven reliability assessment method of Integrated Energy Systems based on probabilistic deep learning and Gaussian mixture Model-Hidden Markov Model
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Lin Fan, Li Zhang, Lixun Chi, Huai Su, Jing Zhou, Jinjun Zhang, Zhaoming Yang, Meysam Qadrdan, Enrico Zio, and Xueyi Li
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060102 archaeology ,Renewable Energy, Sustainability and the Environment ,Computer science ,Probabilistic forecasting ,020209 energy ,Probabilistic logic ,Reliability assessment ,Conditional probability ,Deep learning ,Integrated energy systems ,06 humanities and the arts ,02 engineering and technology ,Mixture model ,computer.software_genre ,System functional reliability ,0202 electrical engineering, electronic engineering, information engineering ,Probability distribution ,0601 history and archaeology ,Data mining ,Hidden Markov model ,computer ,Reliability (statistics) ,Extreme learning machine - Abstract
Reliability analysis of IESs (Integrated Energy System) is complicated because of the complexity of system topology and dynamics and different kinds of uncertainties. Reliability is often calculated based on statistic methods, which always focus on historical performances and neglect the importance of their dynamics and structure. To overcome this problem, in this paper, a systematic framework for dynamically analysing the real-time reliability of IESs is proposed by integrating different machine learning methods and statistics. Firstly, the bootstrap-based Extreme Learning Machine is developed to forecast the conditional probability distributions of the productions of renewable energies and the energy consumptions. Then, the dynamic behaviour of IESs is simulated based on a stacked auto-encoder model, instead of using traditional mechanism-based simulation models, for improving computational efficiency. Besides, the variables representing the transient properties of natural gas pipeline networks, such as delivery pressures and flow rates, are taken as the indicators for quantifying the energy supply security in natural gas pipeline networks. The time-dependent relationships among these indicators and their statistic correlations are modelled for improving the effectiveness of the analysis results. Finally, the reliability assessment is performed by estimating the probability distribution of each functional state of the target IES. A case study of a realistic bi-directional IES is carried out to demonstrate the effectiveness of the proposed method. The results show that the method is able to effectively evaluate the reliability of IESs, which can provide useful information for system operation and management.
- Published
- 2021
27. Analysis of electricity supply and demand intra-annual dynamics in Brazil: A multi-period and multi-regional generation expansion planning model
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Lucas Lyrio de Oliveira, Celma de Oliveira Ribeiro, and Meysam Qadrdan
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Energy Engineering and Power Technology ,Electrical and Electronic Engineering - Published
- 2022
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28. Quantification of flexibility of a district heating system for the power grid
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Xiandong Xu, Jianzhong Wu, Meysam Qadrdan, and Quan Lyu
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Flexibility (engineering) ,State variable ,Renewable Energy, Sustainability and the Environment ,Computer science ,business.industry ,020209 energy ,02 engineering and technology ,Optimal control ,Reliability engineering ,Power (physics) ,Pipeline transport ,Cogeneration ,Heating system ,020401 chemical engineering ,0202 electrical engineering, electronic engineering, information engineering ,Electricity ,0204 chemical engineering ,business - Abstract
District heating systems (DHS) that generate/consume electricity are increasingly used to provide flexibility to power grids. The quantification of flexibility from a DHS is challenging due to its complex thermal dynamics and time-delay effects. This article proposes a three-stage methodology to quantify the maximum flexibility of a DHS. The DHS is firstly decomposed into multiple parallel subsystems with simpler topological structures. The maximum flexibility of each subsystem is then formulated as an optimal control problem with time delays in state variables. Finally, the available flexibility from the original DHS is estimated by aggregating the flexibility of all subsystems. Numerical results reveal that a DHS with longer pipelines has more flexibility but using this flexibility may lead to extra actions in equipment such as the opening position adjustment of valves, in order to restore the DHS to normal states after providing flexibility. Impacts of the supply temperature of the heat producer, the heat loss coefficient of buildings and the ambient temperature on the available flexibility were quantified.
- Published
- 2020
29. Spatially Explicit Scenarios for Decarbonising Heat in Domestic Buildings
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Meysam Qadrdan, Alexandre Canet, and William Seward
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business.industry ,020209 energy ,02 engineering and technology ,010501 environmental sciences ,Environmental economics ,Grid ,Key features ,01 natural sciences ,Electrification ,Installation ,0202 electrical engineering, electronic engineering, information engineering ,Business ,Electricity ,0105 earth and related environmental sciences - Abstract
This paper describes a methodology and assumptions used for developing heat decarbonisation scenarios for domestic buildings in urban settings. Compatibility with the UK net-zero goal and the consideration of local opportunities and practicalities are key features of the scenarios. Three cities in South Wales, namely: Cardiff, Newport and Swansea were chosen as case studies. By reviewing policy documents and white papers and consulting with key stakeholders including energy network companies, we identified three high-level scenarios for decarbonising heat in domestic buildings. These scenarios are: 1) ‘Hydrogen’ in which existing gas networks will be used to supply hydrogen to on-gas grid customers for heating, 2) ‘Electrification’ that assumes various types of heat pumps will provide heating to buildings either directly or through district heating networks, and 3) ‘Hybrid’ which consists of balanced share of various electricity and hydrogen for heating. For each of these high-level scenarios, the feasibility of installing appropriate low-carbon heating technologies in buildings was assessed by accounting for the existing infrastructure and the characteristics of the building stock as well as other relevant local circumstances. This determined the number, type and location of buildings installing a certain type of low-carbon heating technology, and therefore gave essential information to carry out further analysis to quantify the impacts of various scenarios on the electricity and gas/hydrogen networks.
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- 2020
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30. Coordinated Operation of Gas and Electricity Systems for Flexibility Study
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Goran Strbac, Meysam Qadrdan, Hossein Ameli, Commission of the European Communities, and Engineering & Physical Science Research Council (EPSRC)
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integrated gas and electricity systems ,Economics and Econometrics ,Computer science ,020209 energy ,Successive linear programming ,Electricity system ,Energy Engineering and Power Technology ,lcsh:A ,02 engineering and technology ,electricity and flexibilities ,contingency ,7. Clean energy ,0202 electrical engineering, electronic engineering, information engineering ,Renewable generation ,Process engineering ,business.industry ,Renewable Energy, Sustainability and the Environment ,021001 nanoscience & nanotechnology ,renewable generation variability ,Renewable energy ,operation ,Fuel Technology ,Software deployment ,Battery storage ,Electricity ,lcsh:General Works ,0210 nano-technology ,business ,Gas compressor - Abstract
The increased interdependencies between electricity and gas systems driven by gas-fired power plants and gas electricity-driven compressors necessitates detailed investigation of such interdependencies, especially in the context of an increased share of renewable energy sources. In this paper, the value of an integrated approach for operating gas and electricity systems is assessed. An outer approximation with equality relaxation (OA/ER) method is used to deal with the optimization class of the mixed-integer non-linear problem of the integrated operation of gas and electricity systems. This method significantly improved the efficiency of the solution algorithm and achieved a nearly 40% reduction in computation time compared to successive linear programming. The value of flexibility technologies, including flexible gas compressors, demand-side response, battery storage, and power-to-gas, is quantified in the operation of integrated gas and electricity systems in GB 2030 energy scenarios for different renewable generation penetration levels. The modeling demonstrates that the flexibility options will enable significant cost savings in the annual operational costs of gas and electricity systems (up to 21%). On the other hand, the analysis carried out indicates that deployment of flexibility technologies appropriately supports the interaction between gas and electricity systems.
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- 2020
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31. Investing in flexibility in an integrated planning of natural gas and power systems
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Hossein Ameli, Meysam Qadrdan, Goran Strbac, Mohammad Taghi Ameli, and Natural Environment Research Council (NERC)
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Integrated business planning ,business.industry ,Computer science ,media_common.quotation_subject ,Environmental economics ,Renewable energy ,Interdependence ,Electric power system ,Software deployment ,Natural gas ,Electricity ,business ,Gas compressor ,media_common - Abstract
The growing interdependencies between natural gas and power systems, driven by gas-fired generators and gas compressors supplied by electricity, necessitates detailed investigation of the interactions between these vectors, particularly in the context of growing penetration of renewable energy sources. In this research, an expansion planning model for integrated natural gas and power systems is proposed. The model investigates optimal investment in flexibility options such as battery storage, demand-side response, and gas-fired generators. The value of these flexibility options is quantified for gas and electricity systems in Great Britain in 2030. The results indicate that the flexibility options could play an important role in meeting the emission targets in the future. However, the investment costs of these options highly impact the future generation mix as well as the type of reinforcements in the natural gas system infrastructure. Through the deployment of the flexibility options up to £ 24 .2 billion annual cost savings in planning and operation of natural gas and power systems could be achieved, compared to the case that no flexibility option is considered.
- Published
- 2020
32. Investment Analysis and Sizing of a Heat PUMP in a Multi-Vector Energy System: A Case Study at University of Warwick
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Xiandong Xiandong, Xiandong Xu, Muditha Abeysekera, Joel Cardinal, Meysam Qadrdan, and Jianzhong Wu
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- 2020
- Full Text
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33. Optimal Operation of a Multi-Energy System: A Case Study of University of Warwick’s Energy System
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Hanmin Hanmin, Hanmin Cai, Meysam Qadrdan, Muditha Abeysekera, Shi You, Jianzhong Wu, Henrik Bindner, and Joel Cardinal
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- 2020
- Full Text
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34. Quantifying flexibility of industrial steam systems for ancillary services: a case study of an integrated pulp and paper mill
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Meysam Qadrdan, Xiandong Xu, Muditha Abeysekera, Nick Jenkins, Jianzhong Wu, Karl Rittmannsberger, Wenzl Markus, and Christoph Gutschi
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Computer science ,business.industry ,020209 energy ,Paper mill ,02 engineering and technology ,Flexibility ,Industrial Steam Systems ,Paper Mill ,Grid ,7. Clean energy ,Supply and demand ,Electricity generation ,020401 chemical engineering ,Steam turbine ,Lookup table ,0202 electrical engineering, electronic engineering, information engineering ,Electricity ,0204 chemical engineering ,Industrial Facility ,Process engineering ,business - Abstract
Due to the increasing use of intermittent renewable generation, the power grid requires more flexible resources to balance supply and demand of electricity. Steam systems with turbine-generators, which are widely used in industries, can be operated flexibly to support the power grid. Yet, the available amount of flexibility of industrial steam systems is still not clearly quantified. This study presents the method to quantify electricity generation flexibility of a typical industrial steam system with a steam turbine-generator and process heat demands. The proposed method is introduced based on a real case of an integrated pulp and paper mill in Austria. An integrated mathematical model representing the combined electricity and steam system is developed to simulate the behaviour of the on-site energy system to quantify the potential flexibility provision. Flexibility is represented as the maximum upward and downward changes in the imported electricity from the public power grid. The results demonstrate that it is possible to aggregate the flexibility of the industrial facility as a lookup table. Also, the results reflect key factors that limit the flexibility at different operating points of the turbine-generator.
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- 2020
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35. Design and operation of solid oxide fuel cell systems: challenges and future research directions
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Meysam Qadrdan, Venkatesan V. Krishnan, Maryam Ghadrdan, Tohid N. Borhani, Mirko Hu, Alireza Mohammadzadeh, Wenqian Chen, Majid Saidi, Nilay Shah, Davood Rashtchian, Mahdi Sharifzadeh, Yingru Zhao, Mohammad Hassan Saidi, Seyedeh Kiana Naghib Zadeh, and Giorgio Triulzi
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Materials science ,business.industry ,Solid oxide fuel cell ,Process engineering ,business - Published
- 2020
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36. Glossary
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Mahdi Sharifzadeh, Wenqian Chen, Giorgio Triulzi, Mirko Hu, Majid Saidi, Venkatesan Krishnan, Maryam Ghadrdan, Meysam Qadrdan, Yingru Zhao, Alireza Mohammadzadeh, Seyedeh Kiana Naghib Zadeh, Mohammad Hassan Saidi, Davood Rashtchian, and Nilay Shah
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- 2020
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37. Renewable power generation
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Xiandong Xu, Christopher Williams, Meysam Qadrdan, and Ehsan Haghi
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Electric power system ,Mains electricity ,Electricity generation ,Biogas ,business.industry ,Computer science ,Energy supply ,Electricity ,Process engineering ,business ,Cascading failure ,Renewable energy - Abstract
This chapter provides an overview of the characteristics of main renewable sources for electrical power generation. First, three forms of renewable sources for electric power generation (wind, solar, and tidal) are reviewed to show their intermittent characteristics. Second, the challenge resulting from high penetration of variable renewable power generation is discussed. Flexibility in the power grid is thus required for balancing electricity supply and demand. Third, the integration of solid oxide fuel cells (SOFCs) with renewable power generation technologies is investigated to show how SOFCs could support the transition to a low-carbon power system. SOFCs have the potential to contribute to achieving a low-carbon power system. This contribution is mainly implemented via two ways: (1) to generate electricity using renewable gases such as hydrogen or biogas and (2) to provide flexibility to the power grid such as through ancillary services. This flexibility is able to facilitate the large-scale integration of renewable power generation technologies in power systems. SOFCs can also play a role as backup generation for local energy systems. The synergies among different energy vectors through coupling components are also discussed. Specifically, the following aspects should be further investigated: – Spatial-temporal modeling tools are required to analyze the interactions and interdependencies among different energy systems and to study the impact of cascading failures affecting the reliability of energy supply. – Assessment methodologies and evaluation criteria are required to quantify the technoeconomic performance of energy system integration.
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- 2020
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38. The Future of Gas Networks
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Meysam Qadrdan, Muditha Abeysekera, Jianzhong Wu, Nick Jenkins, and Bethan Winter
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- 2020
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39. List of contributors
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Tohid N. Borhani, Wenqian Chen, Mohsen Foroughi Doust, Mohsen Foroughidoust, Maryam Ghadrdan, Aliakbar Ghaffari, Ehsan Haghi, Mirko Hu, Rui Jing, Venkatesan Krishnan, Venkatesan Venkata Krishnan, Mojtaba Meghdari, Alireza Mohammadzadeh, Seyedeh Kiana Naghib Zadeh, Meysam Qadrdan, Davood Rashtchian, Majid Saidi, Mohammad Hassan Saidi, Nilay Shah, Mahdi Sharifzadeh, Giorgio Triulzi, Christopher Williams, Xiandong Xu, Zhihui Zhang, and Yingru Zhao
- Published
- 2020
- Full Text
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40. Quantifying the value of distributed battery storage to the operation of a low carbon power system
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Meysam Qadrdan, William Seward, and Nick Jenkins
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Flexibility (engineering) ,business.industry ,Computer science ,Mechanical Engineering ,media_common.quotation_subject ,National power ,Building and Construction ,Management, Monitoring, Policy and Law ,Reliability engineering ,Renewable energy ,Electric power system ,General Energy ,Metre ,Electricity ,business ,Function (engineering) ,Low-carbon power ,media_common - Abstract
Battery storage provides flexibility to the power system and supports the increased integration of renewable energy sources. Distributed battery storage systems that are behind the meter are operated by their local owners, whose objectives may not align with those of the national power system. This paper presents a Bilevel optimisation approach to investigate the exchange of electricity between distributed battery storage and the national power system. The independent operating objectives of the battery storage systems are explicitly considered to assess their impact on the operation of the national power system. A comparison with a Centralised optimisation approach, that assumes a single objective function for the whole system, shows that the Bilevel optimisation approach captures the independencies of distributed battery storage objectives, while accounting for its interactions with the wider power system. The results show that the Centralised optimisation approach tends to overestimate the value of distributed battery storage for the power system. The results also highlight the influence of the retail contract structure in maximising the value of distributed battery storage for the national power system.
- Published
- 2022
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41. Investing in generation and storage capacity in a liberalised electricity market: An agent based approach
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Meysam Qadrdan, Nick Jenkins, and Karl Mason
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business.industry ,020209 energy ,Mechanical Engineering ,Subsidy ,02 engineering and technology ,Building and Construction ,Management, Monitoring, Policy and Law ,Environmental economics ,Investment (macroeconomics) ,Renewable energy ,General Energy ,Electricity generation ,020401 chemical engineering ,Peak demand ,Greenhouse gas ,0202 electrical engineering, electronic engineering, information engineering ,Electricity market ,Business ,Electricity ,0204 chemical engineering - Abstract
The power sector is undergoing a period of significant change, in terms of the mix of generation technologies, as well as the structure of energy markets, regulation and assets ownership. The shift to a more liberalised electricity system has resulted in an increase in the number of decision makers. This paper demonstrates an agent-based approach for investigating the long-term investment in the GB power generation sector, whilst considering the operability of the system. A key focus of this study is to investigate the efficacy of a range of policies to reduce the emissions and facilitate investment in renewable generation and battery storage. In order to capture the value of battery storage, the hourly operation of the electricity system, considering short-term variation of demand, renewable generation and wholesale electricity prices (including negative prices during high renewable and low demand events), was incorporated in the long-term investment model. The modelling results show while the cost of battery storage is expected to decrease gradually in future, a substantial subsidy is still required to justify investment in battery storage. The deployment of battery storage provides a significant reduction in the overall power generation system cost, peak demand and carbon emissions.
- Published
- 2021
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42. Techno-economic assessment of battery storage and Power-to-Gas: A whole-system approach
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Meysam Qadrdan, Hossein Ameli, Goran Strbac, Yan, J, Wu, J, and Li, H
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Power to gas ,Technology ,Science & Technology ,Mains electricity ,Energy & Fuels ,business.industry ,020209 energy ,0904 Chemical Engineering ,Power Systems ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Turbine ,Automotive engineering ,0906 Electrical and Electronic Engineering ,Electric power system ,Electricity generation ,Energy Systems Integration ,0202 electrical engineering, electronic engineering, information engineering ,Environmental science ,Battery storage ,Gas Networks ,Electricity ,0210 nano-technology ,business ,Operating cost - Abstract
The power systems in many countries are undergoing a radical transformation through employing a large capacity of renewable generation technologies such as wind turbine and solar photovoltaic. The power generation by wind and solar resources are variable and difficult to predict. Therefore, growing capacities of such technologies is expected to introduce challenges regarding balancing electricity supply and demand. This paper investigates the role of battery storage and power-to-gas systems to accommodate large capacity of intermittent power generation from wind and solar and therefore facilitates matching electricity supply and demand. The Combined Gas and Electricity Networks (CGEN) model was used to optimize the operation of gas and electricity networks in GB for typical weeks in winter and summer in 2030. The role of different capacity of battery storage and power-to-gas systems in reducing the wind curtailment and operating cost of the system were quantified and compared with the annualized cost of these technologies.
- Published
- 2017
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43. Energy Hub based Electricity Generation System Design for an Offshore Platform Considering CO 2 -Mitigation
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Anan Zhang, Li Xue, Qian Li, Meysam Qadrdan, and Hong Zhang
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020209 energy ,020208 electrical & electronic engineering ,02 engineering and technology ,Environmentally friendly ,Energy hub ,Automotive engineering ,Electricity generation ,Coupling (computer programming) ,0202 electrical engineering, electronic engineering, information engineering ,Cost control ,Environmental science ,Systems design ,Submarine pipeline ,InformationSystems_MISCELLANEOUS ,Physics::Atmospheric and Oceanic Physics ,Energy (signal processing) - Abstract
Environmental friendly development is one of the core tasks of future offshore oil or gas projects. Considering the significant CO2 emission generated by the electricity generation system of offshore oil and gas fields, this paper, based on Energy Hub concept, presents a multi-objective optimal model taken CO2-mitigation and operation cost control as objectives, which constructs coupling formulation and constraints about energy flows and CO2 emission flows. The proposed approach is verified by an existing platform and the result shows that CO2-tax will play a decisive role in the future emission mitigation of offshore oil platform.
- Published
- 2017
- Full Text
- View/download PDF
44. Dynamic Modelling and Control of Counter-Flow Heat Exchangers for Heating and Cooling Systems
- Author
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Muditha Abeysekera, Hector Bastida, Meysam Qadrdan, Carlos E. Ugalde-Loo, and Xiandong Xu
- Subjects
Temperature control ,business.industry ,0211 other engineering and technologies ,PID controller ,Mechanical engineering ,02 engineering and technology ,Heat transfer coefficient ,021001 nanoscience & nanotechnology ,Heat transfer ,Heat exchanger ,Environmental science ,021108 energy ,Process simulation ,0210 nano-technology ,business ,Thermal energy ,Shell and tube heat exchanger - Abstract
A heat exchanger is an essential component in district heating and cooling networks as it transfers thermal energy from energy centers to substations or customers. Thermal loads are typically supplied by regulating the temperature output of one stream of the heat exchanger and by modifying the mass flow rate of the other one. The availability of dynamic models suitable for control design can aid this process to be performed in an efficient way. In this paper, thermal dynamic models of counter-flow heat exchangers are developed. The models encapsulate key heat exchanger characteristics and consider the dynamic calculation of heat transfer coefficients—which includes the hydraulic behavior of the streams. Although heat exchangers are non-linear systems, linearized models are obtained to design simple yet effective and robust controllers in the frequency domain. These are validated in an advanced process simulation software. It is shown that a good temperature control performance in heat exchangers can be achieved for a wide range of operating conditions with a simple PI controller.
- Published
- 2019
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- View/download PDF
45. The Operation of Gas Networks in the Presence of a Large Capacity of Wind Generation
- Author
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Nick Jenkins, Bethan Winter, Meysam Qadrdan, Jianzhong Wu, and Muditha Abeysekera
- Subjects
Electricity generation ,Wind power ,Power station ,business.industry ,Large capacity ,Environmental engineering ,Environmental science ,Electricity demand ,business ,Gas consumption ,Astrophysics::Galaxy Astrophysics ,Renewable energy - Abstract
The growing use of renewable energy for generating electricity in those countries that have relied on gas-fired power stations to meet the bulk of their electricity demand is affecting gas consumption. In this Chapter, the impacts of a substantial capacity of wind generation on gas demand and consequently on the operation of gas networks are discussed.
- Published
- 2019
- Full Text
- View/download PDF
46. Fundamentals of Natural Gas Networks
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Jianzhong Wu, Muditha Abeysekera, Bethan Winter, Meysam Qadrdan, and Nick Jenkins
- Subjects
chemistry.chemical_classification ,business.industry ,Fossil fuel ,Mineralogy ,Associated petroleum gas ,Atmosphere ,Hydrocarbon ,chemistry ,Natural gas ,Impervious surface ,Environmental science ,Organic matter ,business ,Porosity - Abstract
Natural gas is a fossil fuel that was formed over millions of years from decomposing organic matter, which was subject to intense heat and pressure as successive layers of sand and rock were laid down. It is a mixture of hydrocarbon and non-hydrocarbon gases and is usually found in porous material underneath an impervious rock layer that prevents the gas from reaching the surface and escaping into the atmosphere. Conventional natural gas deposits are commonly found in association with oil reservoirs, with the gas either mixed with the oil (associated gas) or floating on top of it (non-associated gas).
- Published
- 2019
- Full Text
- View/download PDF
47. Overview of the Transition to a Low Carbon Energy System
- Author
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Meysam Qadrdan, Bethan Winter, Jianzhong Wu, Nick Jenkins, and Muditha Abeysekera
- Subjects
Electricity generation ,chemistry ,Natural resource economics ,business.industry ,Greenhouse gas ,Fossil fuel ,chemistry.chemical_element ,Environmental science ,Energy system ,business ,Carbon - Abstract
European countries intend to reduce their emissions of Greenhouse Gases (GHG) up to 100% by 2050 compared to 1990 levels [1] and many other countries around the world have similar ambitions. Achieving these targets requires a substantial transformation of the energy systems in those countries that are reliant on fossil fuels to meet their energy needs. In particular, a reduction of the emissions from generating electricity and providing heat is expected to play a vital role in decarbonising energy systems worldwide.
- Published
- 2019
- Full Text
- View/download PDF
48. The Future of Gas Networks
- Author
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Meysam Qadrdan, Muditha Abeysekera, Jianzhong Wu, Nick Jenkins, and Bethan Winter
- Subjects
chemistry ,Natural gas ,business.industry ,Environmental protection ,Environmental science ,chemistry.chemical_element ,business ,Carbon ,Sustainable energy - Abstract
The global drive towards a low carbon and sustainable energy supply system has led to an increase in research and development of low carbon alternatives to fossil based natural gas in the gas grids.
- Published
- 2019
- Full Text
- View/download PDF
49. Unlocking the Flexibility of CHP in District Heating Systems to Provide Frequency Response
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Meysam Qadrdan, Jianzhong Wu, Yue Zhou, and Xiandong Xu
- Subjects
Flexibility (engineering) ,0209 industrial biotechnology ,Frequency response ,Computer science ,business.industry ,020209 energy ,02 engineering and technology ,7. Clean energy ,Automotive engineering ,Power (physics) ,Constraint (information theory) ,Pipeline transport ,020901 industrial engineering & automation ,Control system ,0202 electrical engineering, electronic engineering, information engineering ,Electricity ,business ,Renewable resource - Abstract
Combined heat and power (CHP) units can be operated flexibly to mitigate the impact of renewable resources. However, when used in district heating systems, the constraint governing heat and electricity outputs limits the capability of CHP in supporting the power grid. To addresses this issue, this paper presents a two-layer control system to coordinate CHP, district heating network and buildings. With this control system, CHP can meet the heat demand of local users and provide frequency response for the power grid simultaneously. The excess/deficit heat of CHP supply is balanced by heat stored in buildings and pipelines. The proposed method is tested in the GB Firm Frequency Response market. Numerical results show that the capability of CHP in providing frequency response is determined by the following factors: capacity and ramping rate of CHP, the restriction in the supply temperature of district heating network and the temperature of buildings.
- Published
- 2019
50. Energy Hub Modelling for Multi-Scale and Multi-Energy Supply Systems
- Author
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Lahiru Jayasuriya, Jianzhong Wu, Nick Jenkins, Meysam Qadrdan, and Modassar Chaudry
- Subjects
business.industry ,020209 energy ,Energy current ,02 engineering and technology ,Automotive engineering ,Electric power transmission ,020401 chemical engineering ,Transmission (telecommunications) ,Natural gas ,Distributed generation ,0202 electrical engineering, electronic engineering, information engineering ,Environmental science ,Electricity ,Energy supply ,0204 chemical engineering ,business ,Energy (signal processing) - Abstract
Current energy transitions towards the use of more distributed generation, as well as the decarbonisation of heat and transport, are changing the operation of local energy distribution systems. The impact of these local changes on a national scale energy supply system is not well understood. An energy hub approach was integrated into a national scale gas and electricity transmission networks model (CGEN), to represent local energy distribution systems. The energy hub models the integrated operation of electricity, natural gas and heat distribution systems. The distribution system within a region is described in terms of energy supply sources, conversion technologies and storage systems. Transmission supply points link the energy hubs with the gas and electricity transmission networks. A case study was conducted to investigate the impacts on model outputs by integrating energy hubs into the CGEN model. Preliminary results indicate that the operation of distributed generation and storage in energy hubs have a direct impact on electricity and natural gas supply in the transmission networks. The proposed methodology, therefore, extends the analytical capability of the CGEN model across multiple scales and vectors including heat.
- Published
- 2019
- Full Text
- View/download PDF
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