Recent Challenges and Methodologies in Smart Grid Demand Side Management: State-of-the-Art Literature Review

Nasir, Tehreem; Bukhari, Syed Sabir Hussain; Raza, Safdar; Munir, Hafiz Mudassir; Abrar, Muhammad; Muqeet, Hafiz Abdul; Bhatti, Kamran Liaquat; Ro, Jong‐Suk; Masroor, Rooha

doi:10.1155/2021/5821301

Cited by 68 publications

(41 citation statements)

References 87 publications

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“…Assuming a difference of 1.5 °C in the temperature perception at the upper end of findings in literature [29], this approach achieves savings of approximately 9% in heating energy consumption (in similar climatic conditions as Germany) [35,36]. This reduction in heating energy consumption is equivalent to approximately 2.4% of the German final energy consumption and CO2-eq emission reductions of over 24,000 tons per year, assuming stateof-the-art heat pumps and the average CO2-eq emissions in the German electricity mix [7,39]. Regarding this case's (technical) feasibility, color dimmable lighting systems are now widely available at fair prices [44].…”

Section: Simulationmentioning

confidence: 87%

“…However, balancing supply and demand has recently become increasingly important due to the rapid incline in renewable energies and the associated intermittent energy supply [5]. A sole focus on energy efficiency no longer meets the requirements of non-fossil-based energy supply [6], as indicated by recent publications and research projects on demand-side management (DSM) and energy flexibility [7]. To this end, considering human behavior as a central element in the world's energy consumption bears potential for a well-targeted DSM.…”

Section: Introductionmentioning

confidence: 99%

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The Human’s Comfort Mystery—Supporting Energy Transition with Light-Color Dimmable Room Lighting

Wenninger

Wiethe

2022

Sustainability

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The constant increase of intermittent renewable energies in the electricity grid complicates balancing supply and demand. Thus, research focuses on solutions in demand-side management using energy flexibility to resolve this problem. However, the interface between demand-side management and human behavior is often insufficiently addressed, although further potential could be leveraged here. This paper elaborates on the effect of light color on humans’ temperature and comfort perception in connection to energy flexibility. Researchers have found that people perceive blue light as colder and red light as warmer. To this end, we evaluate the effect of light color in a case study for a German industrial facility assuming sector-coupled electric heating. We simulate the entire heating period from October to April in an hourly granularity, using the well-established real options analysis and binomial trees as a decision support system to heuristically minimize energy expenditures by utilizing deferral options when energy prices are high. Our results show a 12.5% reduction in heating costs for sector-coupled electric heating, which extrapolated leads to CO2-eq emission savings of over 34,000 tons per year for the entire German industry, thereby supporting the energy transition.

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Section: Simulationmentioning

confidence: 87%

Section: Introductionmentioning

confidence: 99%

The Human’s Comfort Mystery—Supporting Energy Transition with Light-Color Dimmable Room Lighting

Wenninger

Wiethe

2022

Sustainability

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“…However, it focuses only on the market-based price demand response, and it can also consider other demand response programs like incentive-based programs or real-time pricing (RTP) schemes. Moreover, MISOCP can also be implemented on other modeling tools like AIMMS, AMPL, Mathematica [ 44 ] or APMonitor, etc. to get better results.…”

Section: Energy Management Of Campus Microgrids With Distributed Gene...mentioning

confidence: 99%

Sustainable Solutions for Advanced Energy Management System of Campus Microgrids: Model Opportunities and Future Challenges

Muqeet

Javed

Akhter

et al. 2022

Sensors

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Distributed generation connected with AC, DC, or hybrid loads and energy storage systems is known as a microgrid. Campus microgrids are an important load type. A university campus microgrids, usually, contains distributed generation resources, energy storage, and electric vehicles. The main aim of the microgrid is to provide sustainable, economical energy, and a reliable system. The advanced energy management system (AEMS) provides a smooth energy flow to the microgrid. Over the last few years, many studies were carried out to review various aspects such as energy sustainability, demand response strategies, control systems, energy management systems with different types of optimization techniques that are used to optimize the microgrid system. In this paper, a comprehensive review of the energy management system of campus microgrids is presented. In this survey, the existing literature review of different objective functions, renewable energy resources and solution tools are also reviewed. Furthermore, the research directions and related issues to be considered in future microgrid scheduling studies are also presented.

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“…Saleh proposed a microgrid design in [140] for the Hawija Campus, Iraq. This MG consisted of a solar-PV generation system, controllable loads [141,142], and a BESS system [143]. In this paper, the simulation was implemented on Simulink in MATLAB using Droop controllers, which regulate the voltages in the MG.…”

Section: Microgrid Resiliency Analysismentioning

confidence: 99%

An Energy Management System of Campus Microgrids: State-of-the-Art and Future Challenges

Muqeet¹,

Munir

Javed

et al. 2021

Energies

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The multiple uncertainties in a microgrid, such as limited photovoltaic generations, ups and downs in the market price, and controlling different loads, are challenging points in managing campus energy with multiple microgrid systems and are a hot topic of research in the current era. Microgrids deployed at multiple campuses can be successfully operated with an exemplary energy management system (EMS) to address these challenges, offering several solutions to minimize the greenhouse gas (GHG) emissions, maintenance costs, and peak load demands of the microgrid infrastructure. This literature survey presents a comparative analysis of multiple campus microgrids’ energy management at different universities in different locations, and it also studies different approaches to managing their peak demand and achieving the maximum output power for campus microgrids. In this paper, the analysis is also focused on managing and addressing the uncertain nature of renewable energies, considering the storage technologies implemented on various campuses. A comparative analysis was also considered for the energy management of campus microgrids, which were investigated with multiple optimization techniques, simulation tools, and different types of energy storage technologies. Finally, the challenges for future research are highlighted, considering campus microgrids’ importance globally. Moreover, this paper is expected to open innovative paths in the future for new researchers working in the domain of campus microgrids.

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Recent Challenges and Methodologies in Smart Grid Demand Side Management: State-of-the-Art Literature Review

Cited by 68 publications

References 87 publications

The Human’s Comfort Mystery—Supporting Energy Transition with Light-Color Dimmable Room Lighting

The Human’s Comfort Mystery—Supporting Energy Transition with Light-Color Dimmable Room Lighting

Sustainable Solutions for Advanced Energy Management System of Campus Microgrids: Model Opportunities and Future Challenges

An Energy Management System of Campus Microgrids: State-of-the-Art and Future Challenges

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