5 citations · 12 across the 7 of their papers we have counts for
7 papers
Partial Observation Amplifies Model Mismatch in MAP Estimation via Information-Curvature Margins
Junsei Ito, Yasuaki Wasa
This paper theoretically analyzes how system model mismatch displaces finite-horizon maximum a posteriori (MAP) initial-state estimates in controlled dynamical systems under partia…
Data-Driven Adaptive PID Control Based on Physics-Informed Neural Networks
Junsei Ito, Yasuaki Wasa
This article proposes a data-driven PID controller design based on the principle of adaptive gain optimization, leveraging Physics-Informed Neural Networks (PINNs) generated for pr…
Net-Zero Energy House-oriented Linear Programming for the Sizing Problem of Photovoltaic Panels and Batteries
A. Daniel Carnerero, Taichi Tanaka, Mengmou Li +5
The global drive towards carbon neutrality has led to a significant increase in the number of power plants based on renewable energy sources (RES). Concurrently, numerous household…
Stochastic Optimal Investment Strategy for Net-Zero Energy Houses
Mengmou Li, Taichi Tanaka, A. Daniel Carnerero +5
In this research, we investigate Net-Zero Energy Houses (ZEH), which harness regionally produced electricity from photovoltaic(PV) panels and fuel cells, integrating them into a lo…
Passivity-based Analysis and Design for Population Dynamics with Conformity Biases
Shunya Yamashita, Kodai Irifune, Takeshi Hatanaka +3
This paper addresses mechanisms for boundedly rational decision makers in discrete choice problem. First, we introduce two mathematical models of population dynamics with conformit…
Contract Theory Approach to Incentivizing Market and Control Design
Yasuaki Wasa, Kenji Hirata, Kenko Uchida
We discuss an incentivizing market and model-based approach to design the energy management and control systems which realize high-quality ancillary services in dynamic power grids…
Cooperative Environmental Monitoring for PTZ Visual Sensor Networks: A Payoff-based Learning Approach
Takeshi Hatanaka, Yasuaki Wasa, Masayuki Fujita
This paper investigates cooperative environmental monitoring for Pan-Tilt-Zoom (PTZ) visual sensor networks. We first present a novel formulation of the optimal environmental monit…