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H

Helia Zandi

oak ridge national laboratory

H指数:13

被引数:1,087

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A transfer learning approach to energy-efficient control of small and medium-sized commercial buildings

一种用于小型和中型商业建筑节能控制的迁移学习方法

IF11

2026-03-230

PRE

Experimental test of model predictive control in a variable air volume system

模型预测控制在变风量系统中的实验测试

Energy and Buildings

IF7.1

2026-02-130

PRE

Resident Tolerance to Transitional Temperature Deviation in Smart Communities

智能社区中居民对过渡温度偏差的耐受性

IEEE Open Access Journal of Power and Energy

IF3.2

2025-01-010

OA

Energy performance evaluation of the ASHRAE Guideline 36 control and reinforcement learning-based control using field measurements

使用现场测量对ASHRAE指南36控制和基于强化学习的控制进行能源性能评估

ENERGY AND BUILDINGS

IF7.1

2024-12-010

PRE

Synchronization and Rebound Effects in Residential Loads

IEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY

IF3.2

2024-01-010

OA

Ten questions concerning reinforcement learning for building energy management

关于建筑能源管理中强化学习的十个问题

BUILDING AND ENVIRONMENT

IF7.6

2023-08-0138

OAAI

Optimal Operation of Integrated PV and Energy Storage Considering Multiple Operational Modes With a Real-World Case Study

考虑多种运行模式的集成光伏和储能的优化运行与实际案例研究

IF3.6

2023-01-013

OA

Demonstration of Intelligent HVAC Load Management With Deep Reinforcement Learning: Real-World Experience of Machine Learning in Demand Control

IEEE POWER & ENERGY MAGAZINE

IF2.2

2022-05-0115

PRE

COVID-19 pandemic ramifications on residential Smart homes energy use load profiles

新型冠状病毒肺炎大流行对住宅智能家居能源使用负荷曲线的影响

ENERGY AND BUILDINGS

IF7.1

2022-03-0115

OAAI

Deep Reinforcement Learning for Autonomous Water Heater Control

深度强化学习在热水器自主控制中的应用

IF3.1

2021-11-1614

OA

A Comprehensive Scheduling Framework Using SP-ADMM for Residential Demand Response With Weather and Consumer Uncertainties

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2021-07-0139

OAAI

Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control

面向智能多区域住宅暖通空调控制的多任务深度强化学习

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2021-03-0150

OAAI

Model-Based and Data-Driven HVAC Control Strategies for Residential Demand Response

IEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY

IF3.2

2021-01-0134

OAAI

Approximating Nash Equilibrium in Day-Ahead Electricity Market Bidding with Multi-Agent Deep Reinforcement Learning

JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY

IF6.1

2021-01-0156

OA

Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning

基于深度强化学习的智能多区域住宅暖通控制策略

IF11

2021-01-01163

OAAI

A Scalable and Distributed Algorithm for Managing Residential Demand Response Programs Using Alternating Direction Method of Multipliers (ADMM)

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2020-11-0157

OAAI

Evaluating the Adaptability of Reinforcement Learning Based HVAC Control for Residential Houses

IF3.3

2020-09-1833

OAAI

Power Grid Simulation Testbed for Transactive Energy Management Systems

用于实时能量管理系统的电网仿真测试平台

IF3.3

2020-05-284

OAAI