Energy Digest
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Technical Papers & Research
AI-curated academic research for power system engineers
Grid Operations & Resilience 5 papers
The rapid expansion of AI could drive 73-723 TWh of extra demand by 2050, risking cumulative emissions overshoots of 67-181 MtCO2 between 2030 and 2050. Europe's energy transition and net-zero goals may be compromised unless policies adapt to this accelerating digital transformation. Existing infrastructure would require up to 226 GW additional capacity under managed growth pathways.
A proposed optimization framework addresses transmission switching problems in AC/MTDC grids by leveraging an optimal information-power flow (OIPF) model that considers communication networks and their costs, providing a more realistic reflection of operational decision-making processes. The OIPF model captures the impact of information flows on circuit breaker actions while accounting for practical considerations such as maintenance scheduling, contingency management, and fault restoration. The framework has been applied in numerical case studies, demonstrating its potential in supporting transmission switching decisions in AC/multi-terminal DC grids.
HARMONY is an open-source simulation framework for analyzing AC/MTDC power systems' stability and harmonic issues, offering faster and trusted stability analyses and addressing converter control dynamics and interoperability challenges. The framework provides tools for optimal power flow (OPF) and harmonic stability analyses (HAS), with a focus on broadening collaboration among researchers and contributing to the power systems engineering community. HARMONY is designed to support comprehensive mathematical modeling and analysis of interconnected AC/MTDC hybrid power systems.
A seamless contraction-control framework for grid-forming inverters is proposed to address unplanned grid-connected/stand-alone transitions in AC microgrids. The new control laws achieve transient stability and converge to target trajectories with a prescribed convergence rate, eliminating the need for pre-synchronization intervals or supervisory islanding detection. Experimental results validate the method's ability to support stand-alone voltage and stable grid-connected current injection during symmetrical and unsymmetrical disturbances and unplanned bidirectional transitions.
Warm starts using different initialization strategies can either increase solve time or reduce convergence reliability in AC optimal power flow (ACOPF) solves. Most partial primal-plus-dual restarts are ineffective, but a complete restart reliably converges on every baseline-convergent case, resulting in a 47.6% median speedup. The key to robustness lies not in the presence of duals, but rather in ensuring that the full set of constraints and bounds is covered.
Energy Storage & Markets 1 papers
Energy storage can provide short-duration grid services at high ramping rates and longer-duration functions like peak shaving or buffering, making it a multi-use asset. The declining cost of energy storage technologies has made its economic viability stronger, but its value depends on the grid connection point and intended use case. A taxonomy of grid-connected energy storage applications is presented to discuss key challenges for effective integration into power systems.
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