202 citations · 419 across the 28 of their papers we have counts for
6 papers · 1 filter
Electric-Gas Infrastructure Planning for Deep Decarbonization of Energy Systems
Rahman Khorramfar, Dharik Mallapragada, Saurabh Amin
The transition to a deeply decarbonized energy system requires coordinated planning of infrastructure investments and operations serving multiple end-uses while considering technol…
Graph Representation Learning for Energy Demand Data: Application to Joint Energy System Planning under Emissions Constraints
Aron Brenner, Rahman Khorramfar, Dharik Mallapragada +1
A rapid transformation of current electric power and natural gas (NG) infrastructure is imperative to meet the mid-century goal of CO2 emissions reduction requires. This necessitat…
Multi-Stage Decision Rules for Power Generation & Storage Investments with Performance Guarantees
Vladimir Dvorkin, Dharik Mallapragada, Audun Botterud
We develop multi-stage linear decision rules (LDRs) for dynamic power system generation and energy storage investment planning under uncertainty and propose their chance-constraine…
Representative period selection for power system planning using autoencoder-based dimensionality reduction
Marc Barbar, Dharik S. Mallapragada
Power sector capacity expansion models (CEMs) that are used for studying future low-carbon grid scenarios must incorporate detailed representation of grid operations. Often CEMs ar…
A Model-Adaptive Clustering Method for Low-Carbon Energy System Optimization
Yuheng Zhang, Vivian Cheng, Dharik S. Mallapragada +2
Intermittent renewable energy resources like wind and solar pose great uncertainty of multiple time scales, from minutes to years, on the design and operation of power systems. Ene…
Impact of demand growth on decarbonizing India's electricity sector and the role for energy storage
Marc Barbar, Dharik S. Mallapragada, Robert Stoner
Global energy sector decarbonization efforts are contingent on technology choices for energy production and end-use in emerging markets such as India, where air conditioning is exp…