Ralph Evins

university of washington seattle

H指数:27

被引数:4,278

个人简介

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教育背景

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荣誉奖项

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Predict the element instead of the sequence: ResNet surrogate method for very accurate predictions of hourly building energy

预测元素而非序列：用于非常精确的每小时建筑能耗预测的ResNet替代方法

Applied Energy

IF11

2026-03-230

OAAI

A machine learning-based surrogate model to approximate building carbon footprint in early-stage architectural design

基于机器学习的代理模型，用于早期建筑设计阶段建筑碳足迹的近似估算

Energy and Buildings

IF7.1

2026-03-220

PRE

Deep temporal convolutional residual neural network (ResNet)–based surrogate models for time-series load prediction and fast demand response evaluation across buildings and climates

基于深度时序卷积残差神经网络(ResNet)的代理模型，用于跨建筑和气候的时间序列负荷预测及快速需求响应评估

Energy Conversion and Management

IF10.9

2026-02-250

OAAI

Engineering research with Indigenous communities in Canada: a systematic review of housing, infrastructure, and sustainability

加拿大原住民社区的工程学研究：住房、基础设施和可持续性的系统综述

Canadian Journal of Civil Engineering

IF1.3

2026-01-010

PRE

A review of building-scale LCA tools: recent trends, gaps and future directions

建筑规模LCA工具综述：最新趋势、差距和未来方向

Journal of Building Performance Simulation

IF2.3

2026-01-010

PRE

Transparent communication for residential heating decarbonization: A content analysis of heat pump marketing in Canada

住宅供暖脱碳的透明沟通：加拿大热泵营销的内容分析

ENERGY RESEARCH & SOCIAL SCIENCE

IF7.4

2025-06-010

PRE

What matters the most in designing low-carbon buildings in Canada? Exploring the tradeoff between embodied and operational carbon in early stage design

在加拿大设计低碳建筑最重要的是什么？探索早期设计中体现碳和运营碳之间的权衡

ENERGY AND BUILDINGS

IF7.1

2025-05-010

PRE

A comparison of 4th and 5th generation thermal networks with energy hub

ENERGY

IF9.4

2024-12-010

PRE

A meta-analysis of the schematic design process of deep retrofit projects

ENERGY AND BUILDINGS

IF7.1

2024-12-010

OAAI

The Effect of Fuel Price on Off-grid Renewable Energy Systems

PROCEEDINGS OF BUILDING SIMULATION 2019: 16TH CONFERENCE OF IBPSA

IF0

2024-09-070

A protocol for developing and evaluating neural network-based surrogate models and its application to building energy prediction

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-04-013

OAAI

Techno-economic analysis to determine the potential of perovskite-based PV blinds for buildings

技术经济分析，以确定建筑用钙钛矿光伏百叶窗的潜力

SOLAR ENERGY

IF6.6

2023-11-016

PRE

Techno-economic optimization for grid-friendly rooftop PV systems - A case study of commercial buildings in British Columbia

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS

IF7

2021-10-0122

OAAI

A Conditional Generative adversarial Network for energy use in multiple buildings using scarce data

ENERGY AND AI

IF9.6

2021-09-0126

OAAI

Identifying whole-building heat loss coefficient from heterogeneous sensor data: An empirical survey of gray and black box approaches

ENERGY AND BUILDINGS

IF7.1

2021-06-0113

PRE

Optimal storage systems for residential energy systems in British Columbia

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS

IF7

2021-06-018

PREAI

Using Bayesian deep learning approaches for uncertainty-aware building energy surrogate models

使用贝叶斯深度学习方法进行不确定性感知的建筑能源替代模型

ENERGY AND AI

IF9.6

2021-03-0127

OAAI

Using a deep temporal convolutional network as a building energy surrogate model that spans multiple climate zones

APPLIED ENERGY

IF11

2020-11-0142

PREAI

Assessing energy and emissions savings for space conditioning, materials and transportation for a high-density mixed-use building

JOURNAL OF BUILDING ENGINEERING

IF7.4

2020-09-018

PREAI

Unsupervised learning of energy signatures to identify the heating system and building type using smart meter data

使用智能电表数据对能量特征进行无监督学习，以识别供暖系统和建筑类型

APPLIED ENERGY

IF11

2020-04-0163

PREAI

Ralph Evins

个人简介

教育背景

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