Table 2 An overview of existing work on energy management system
References | Title of publication | Main contribution(s) | Year of publication |
|---|---|---|---|
Saad et al. (2012) | Game-theoretic methods for the smart grid: An overview of microgrid systems, demand-side management, and smart grid communications | A thorough analysis of game theory’s use in smart grid systems that is adapted to the systems’ multidisciplinary nature and incorporates elements from power systems, networking, communications, and control | 2012 |
Arteconi et al. (2012) | State of the art of thermal storage for demand-side management. Applied Energy | In light of the features of DSM and their connection to various thermal storage systems, this study presents the state-of-the-art of current uses of thermal storage for demand-side management | 2012 |
Gyamfi et al. (2013) | Residential peak electricity demand response Highlights of some behavioral issues | The difficulties with voluntary demand reduction in the residential sector are reviewed in this article | 2013 |
Gelazanskas and Gamage (2014) | Demand side management in smart grid: A review and proposals for future direction | This article provides an overview of DSM and demand response (DR), and it also suggests an innovative approach for reducing power consumption by utilizing real-time pricing | 2014 |
Muratori et al. (2014) | Role of residential demand response in modern electricity markets. Renewable and Sustainable Energy Reviews | In this work, market-related issues with contemporary electric networks are examined along with potential fixes | 2014 |
Harish and Kumar (2014) | Demand side management in India: action plan, policies, and regulations | The document provides an introduction to the technique, strategy, and concepts for implementing and promoting DSM in India. A variety of obstacles and difficulties that must be solved for DSM in India to reach its full potential are also covered | 2014 |
Warren (2014) | A review of demand-side management policy in the UK | The authors of this research examine several definitions of DSM critically, as well as the impact of the EU and UK DSM policies | 2014 |
Behrangrad (2015) | A review of demand side management business models in the electricity market | The potential business models for energy efficiency (EE) and demand response (DR) in various electrical market sectors were studied and assessed in this article. The investigation encompasses renewable energy correlation, DSM load control, and transactional features | 2015 |
Khan et al. (2015a) | HEMSs and enabled demand response in electricity market: An overview | The examination of HEMSs and DR programs in various circumstances is the main topic of this research, which also includes a look at several DR designs and models used in the smart grid | 2015 |
Zhou and Yang (2015) | Demand side management in China: The context of China’s power industry reform | This paper provides a summary of the research on load-scheduling methods, residential DR applications, and DR systems for individual homes. The issues that are expected to be important research subjects regarding the residential DR of the smart grid are also emphasized and examined | 2015 |
Samad et al. (2016) | Automated demand response for smart buildings and microgrids: The state of the practice and research challenges | The purpose of demand response (DR) is discussed in this paper along with the architectural models, technological foundation, and communication and control protocols that are currently in use | 2016 |
Zhang and Grossmann (2016) | Enterprise-wide optimization for industrial demand side management | In-depth operational flexibility modeling, production and energy management integration, decision-making at various time and space scales, and optimization under uncertainty are the main topics of the review | 2016 |
Shoreh et al. (2016) | A survey of industrial applications of Demand Response. Electric Power Systems Research | A thorough analysis of the uses and prospects for DR in the industrial sector, including any possibility for additional services | 2016 |
Meyabadi and Deihimi (2017) | A review of demand-side management: Reconsidering theoretical framework | This study compiles the terminology, classifications, and techniques related to the DSM approach that has been utilized in the literature | 2017 |
Sharifi et al. (2017) | A review on Demand-side tools in electricity market | Review of the energy market’s demand-side tools, load classification, difficulties with DSM, DR, purchase allocation, and bidding method | 2017 |
Shareef et al. (2018) | Review on home energy management system considering demand responses, smart technologies, and intelligent controllers | Examining HEMS with different DR applications, smart technologies, and load controllers | 2018 |
Jabir et al. (2018) | Impacts of demand-side management on electrical power systems: A review | The evaluation of numerous projects, methods, effects, dependability and new advancements with prospective advantages of the DSM of electrical power systems is presented in this study | 2018 |
Shafie-Khah et al. (2019) | A comprehensive review of the recent advances in industrial and commercial DR | Survey of the most current developments in industrial and commercial DR, obstacles, and problems | 2019 |
Rajendhar and Jeyaraj (2019) | Application of DR and co‐simulation approach for renewable integrated HEMS: a review. IET Generation, Transmission & Distribution, | Interaction of smart grids, renewable energy, and HEMS. Techniques for controlling, communication protocol, methods for optimizing, the functioning of current HEMS, and their viability | 2019 |
Vázquez-Canteli and Nagy (2019) | Reinforcement learning for demand response: A review of algorithms and modeling techniques | In this study, a machine learning technique called reinforcement learning is examined for demand response applications in the smart grid | 2019 |
Antonopoulos et al. (2020) | Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review | The purpose of this paper is to provide an overview of AI methods used in DR applications | 2020 |
Sarker et al. (2021) | Progress on the demand side management in smart grid and optimization approaches | This paper outlines the practical difficulties encountered when implementing DSM for IoT-enabled home energy management systems (HEMS) | 2021 |
Panda et al. (2022) | Residential Demand Side Management model, optimization and future perspective: A review | This review, which was conducted based on the relevant literature, focuses on modeling, optimization techniques, key goals, operational restrictions, key variables affecting overall system performance, and potential improvements to residential DSM operation | 2022 |
Menos-Aikateriniadis et al. (2022) | A Review on Scheduling and Control Algorithms for Demand Response Provision | When taking into account different approaches, models, and applications, this study helps to provide a more comprehensive knowledge of residential demand-side management | 2022 |