论文标题
部分可观测时空混沌系统的无模型预测
Toward Transactive Control of Coupled Electric Power and District Heating Networks
论文作者
论文摘要
尽管电力网络和地区供暖网络是物理上耦合的,但它们并未以协调的方式运行。随着可再生能源的渗透率越来越大,两个网络的基于市场的基于市场的运营可以通过优化耦合系统中的功率流来优化网格增强的需求,从而产生显着优势。交易控制已被开发为一种有前途的方法,基于市场和控制机制,以协调能源系统的供求,当应用于电力系统时,将其称为交易能源。但是,在基于市场的电力和地区供暖网络的基于市场的运营中,这种方法尚未得到充分研究。因此,本文提出了一种交易控制方法,以协调灵活的生产者和消费者,同时考虑到两个网络的运营方面,以使所有参与者受益并考虑其隐私。在这项工作中采用了非线性模型预测控制方法,以考虑系统运营限制,同时减少损失并考虑系统动力学以及预测的不灵活的生产者和消费者的需求。操作优化问题的微妙近似用于实时实现所提出的方法的实际应用。提出的技术在现实的测试系统中实施,测试和证明,以说明其收益。
Although electric power networks and district heating networks are physically coupled, they are not operated in a coordinated manner. With increasing penetration of renewable energy sources, a coordinated market-based operation of the two networks can yield significant advantages, as reduced need for grid reinforcements, by optimizing the power flows in the coupled systems. Transactive control has been developed as a promising approach based on market and control mechanisms to coordinate supply and demand in energy systems, which when applied to power systems is being referred to as transactive energy. However, this approach has not been fully investigated in the context of market-based operation of coupled electric power and district heating networks. Therefore, this paper proposes a transactive control approach to coordinate flexible producers and consumers while taking into account the operational aspects of both networks, for the benefit of all participants and considering their privacy. A nonlinear model predictive control approach is applied in this work to maximize the social welfare of both networks, taking into account system operational limits, while reducing losses and considering system dynamics and forecasted power supply and demand of inflexible producers and consumers. A subtle approximation of the operational optimization problem is used to enable the practical application of the proposed approach in real time. The presented technique is implemented, tested, and demonstrated in a realistic test system, illustrating its benefits.