John M. House

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Fault Detection

Statistical Methods

Recurrent Neural Networks

Air Conditioning

Top Venues

Comput. Chem. Eng.

Publications

Hesam Hassanpour, Amir H. Hamedi, Prashant Mhaskar, John M. House, Timothy I. Salsbury
A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems. Comput. Chem. Eng. 187 (2024)
Hesam Hassanpour, Prashant Mhaskar, John M. House, Timothy I. Salsbury
A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems. Comput. Chem. Eng. 142 (2020)
Hadi Shahnazari, Prashant Mhaskar, John M. House, Timothy I. Salsbury
Modeling and fault diagnosis design for HVAC systems using recurrent neural networks. Comput. Chem. Eng. 126 (2019)
Carlos F. Alcala, Timothy I. Salsbury, John M. House
Identification of a Self-Optimizing Control Structure from Normal Operating Data. ACC (2019)
Zhongfan Zhao, Yaoyu Li, Timothy I. Salsbury, Carlos F. Alcala, John M. House
Self-optimizing Control of an Air Source Heat Pump. ACC (2019)
Hadi Shahnazari, Prashant Mhaskar, John M. House, Tim Salsbury
Fault diagnosis design for heating, ventilation and air conditioning systems. ACC (2018)
Hadi Shahnazari, Prashant Mhaskar, John M. House, Timothy I. Salsbury
Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking. Comput. Chem. Eng. 108 (2018)
Liujia Dong, Yaoyu Li, Timothy I. Salsbury, John M. House
Constraint Handling in ESC Control Strategies with Application to HVAC Systems. ACC (2018)
Judith Ebegbulem, Martin Guay, John M. House, Timothy I. Salsbury
Decentralized Proportional-Integral Extremum Seeking Control for Heating, Ventilation and Air Conditioning (HVAC) Systems. CCTA (2018)
Zhongfan Zhao, Yaoyu Li, Timothy I. Salsbury, John M. House
Input selection for multivariable extremum seeking control with application to real-time optimization of a chilled-water plant. ACC (2017)
Liujia Dong, Yaoyu Li, Timothy I. Salsbury, John M. House
Self-optimizing control and mode switching for multi-functional Variable Refrigerant Flow air conditioning systems via extremum seeking. ACC (2016)
Baojie Mu, Yaoyu Li, Timothy I. Salsbury, John M. House
Optimization and sequencing of chilled-water plant based on extremum seeking control. ACC (2016)
Matt Wallace, Prashant Mhaskar, John M. House, Tim Salsbury
Offset-free model predictive controller of a heat pump. ACC (2014)
Matt Wallace, Buddhadeva Das, Prashant Mhaskar, John M. House, Tim Salsbury
Offset-free model predictive controller for Vapor Compression Cycle. ACC (2012)