Operational electricity cost reduction using real-time simulators

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-09 DOI:10.1016/j.ijepes.2024.110277
Mojtaba Akbarpour, Shahram Montaser Kouhsari, Seyed Hossein Hesamedin Sadeghi
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Abstract

Ensuring the safe and cost-effective electricity transmission to consumers, along with the efficient and sustainable operation of power systems, has long been a primary objective for power system managers and operators. However, achieving optimal performance in a modern power system requires timely planning and operational optimal routines to be run within the realm of real-time simulation programs, and sometimes, the divergence becomes a problem with these developed routines. Despite extensive research aimed at advancing these objectives, the growing complexity of networks and their constraints has often led to the oversight of simultaneously considering both technical and economic aspects during operation. In this paper, an innovative real-time framework is introduced to reduce the operational costs of a power system swiftly. This framework addresses various nonlinear constraints, such as transmission losses, generation-consumption balance, power device limitations, and transient stability constraints, across various operational scenarios within a real-time simulator. This novel approach leverages scattered search and intentional contingencies within the network to pinpoint the optimal operating point, taking into account various network dynamics, including Automatic Voltage Regulators (AVR), governors, and tap of the transformers. The proposed method offers a fast and robust approach to identifying the most effective operating conditions for a power system. It incorporates considerations for sudden contingencies and extends capabilities through parallel simulations. It not only facilitates pre-determined preventive actions but also enables the adjustment of control parameters during post-contingency periods, such as fine-tuning of the active and reactive power generation of generators and adjusting the tap settings of transformers within power networks. Since the network simulation can be executed on distributed computers, referred to as ’Global,’ it is possible to achieve global network optimization. This approach allows for the consideration of grid networks, including renewable energy sources with models distributed through PCs. Also, it accounts for the induction motor losses within all factories involved in the global simulation. The results obtained from simulating the proposed method on a commercial real-time simulator demonstrate the superior effectiveness of the proposed framework compared to the existing methodologies, highlighting its potential to enhance the operational efficiency and economic viability of power systems.
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利用实时模拟器降低运营电力成本
长期以来,确保向用户安全、经济地传输电力,以及电力系统的高效和可持续运行,一直是电力系统管理员和运营商的首要目标。然而,要在现代电力系统中实现最佳性能,需要在实时仿真程序的范围内及时运行规划和运行优化例程,有时,分歧会成为这些已开发例程的问题。尽管开展了大量旨在推进这些目标的研究,但网络的日益复杂性及其制约因素往往导致在运行过程中同时考虑技术和经济方面的疏忽。本文引入了一个创新的实时框架,以迅速降低电力系统的运营成本。该框架解决了实时模拟器中各种运行场景下的各种非线性约束,如输电损耗、发电-消费平衡、电力设备限制和瞬态稳定性约束。这种新颖的方法利用网络中的分散搜索和有意突发事件来确定最佳运行点,同时考虑到各种网络动态,包括自动电压调节器 (AVR)、调速器和变压器分接头。所提出的方法为确定电力系统最有效的运行条件提供了一种快速、稳健的方法。它考虑到了突发事件,并通过并行模拟扩展了功能。它不仅有助于采取预先确定的预防措施,还能在突发事件后调整控制参数,如微调发电机的有功和无功发电量以及调整电力网络中变压器的分接头设置。由于网络仿真可在分布式计算机(称为 "全局")上执行,因此可以实现全局网络优化。这种方法可以考虑电网网络,包括通过个人电脑分布模型的可再生能源。此外,它还考虑了参与全球模拟的所有工厂内的感应电机损耗。在商用实时模拟器上模拟所提出的方法所获得的结果表明,与现有方法相比,所提出的框架具有更高的有效性,突出了其在提高电力系统运行效率和经济可行性方面的潜力。
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来源期刊
International Journal of Electrical Power & Energy Systems
International Journal of Electrical Power & Energy Systems 工程技术-工程:电子与电气
CiteScore
12.10
自引率
17.30%
发文量
1022
审稿时长
51 days
期刊介绍: The journal covers theoretical developments in electrical power and energy systems and their applications. The coverage embraces: generation and network planning; reliability; long and short term operation; expert systems; neural networks; object oriented systems; system control centres; database and information systems; stock and parameter estimation; system security and adequacy; network theory, modelling and computation; small and large system dynamics; dynamic model identification; on-line control including load and switching control; protection; distribution systems; energy economics; impact of non-conventional systems; and man-machine interfaces. As well as original research papers, the journal publishes short contributions, book reviews and conference reports. All papers are peer-reviewed by at least two referees.
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