Search Results for author: Stephanie Stockar

Found 10 papers, 0 papers with code

Using Flexibility Envelopes for the Demand-Side Hierarchical Optimization of District Heating Networks

no code implementations11 Apr 2024 Audrey Blizard, Colin N. Jones, Stephanie Stockar

The demand-side control of district heating networks is notoriously challenging due to the large number of connected users and the high number of states to be considered.

LQ Control of Traffic Flow Models via Variable Speed Limits

no code implementations4 Mar 2024 Brian Block, Stephanie Stockar

Then, an optimal linear quadratic (LQ) controller is designed on the linear LWR model.

Eco-Driving Control of Connected and Automated Vehicles using Neural Network based Rollout

no code implementations16 Oct 2023 Jacob Paugh, Zhaoxuan Zhu, Shobhit Gupta, Marcello Canova, Stephanie Stockar

Connected and autonomous vehicles have the potential to minimize energy consumption by optimizing the vehicle velocity and powertrain dynamics with Vehicle-to-Everything info en route.

Autonomous Vehicles Stochastic Optimization

A Graph-Based Technique for the Automated Control-Oriented Modeling of District Heating Networks

no code implementations22 Sep 2023 Audrey Blizard, Stephanie Stockar

Advanced control strategies for delivering heat to users in a district heating network have the potential to improve performance and reduce wasted energy.

A Dynamically Similar Lab-Scale District Heating Network via Dimensional Analysis

no code implementations16 May 2023 Audrey Blizard, Stephanie Stockar

Strict user demands and large variability in external disturbances, along with limited richness in the data collected on the daily operating conditions of district heating networks makes the design and testing of novel energy-reducing control algorithms for district heating networks challenging.

Recomputing Solutions to Perturbed Multi-Commodity Pickup and Delivery Vehicle Routing Problems using Monte Carlo Tree Search

no code implementations22 Apr 2023 Mithun Goutham, Stephanie Stockar

The Multi-Commodity Pickup and Delivery Vehicle Routing Problem aims to optimize the pickup and delivery of multiple unique commodities using a fleet of several agents with limited payload capacities.

A Convex Hull Cheapest Insertion Heuristic for the Non-Euclidean TSP

no code implementations5 Feb 2023 Mithun Goutham, Meghna Menon, Sarah Garrow, Stephanie Stockar

To address the difficulty of dealing with obstacles in the non-Euclidean space, the proposed adaptation uses multidimensional scaling to first approximate these points in a Euclidean space, thereby enabling the generation of the convex hull that initializes the algorithm.

A Semi Empirical Approach to a Physically Based Aging Model for Home Energy Management Systems

no code implementations13 Jun 2022 Cory Miller, Mithun Goutham, Xiaoling Chen, Prasad Dev Hanumalagutti, Rachel Blaser, Stephanie Stockar

A growing interest in the study of aging related phenomena in lithium-ion batteries is propelled by the increasing utilization of energy storage systems in electric vehicles and in buildings as stationery energy accumulators paired with renewable energy sources.

energy management Management

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