Search Results - "Zhao, Anjun"

Predictive model of cooling load for ice storage air-conditioning system by using GBDT by Zhang, Wanhu, Yu, Junqi, Zhao, Anjun, Zhou, Xinwei

“…Cooling load prediction can provide reliable data support for the development of low energy consumption building. It is difficult for traditional models to…”
Get full text

Predictive model of energy consumption for office building by using improved GWO-BP by Tian, Ying, Yu, Junqi, Zhao, Anjun

“…Building energy data analysis is a major branch of smart city development research. The usual back propagation neural network model for building energy…”
Get full text

Optimizing multi-chiller dispatch in HVAC system using equilibrium optimization algorithm by Sun, Fukang, Yu, Junqi, Zhao, Anjun, Zhou, Meng

“…The HVAC (heating, ventilation and air-conditioning) system accounts for almost half of the total electricity consumption in buildings, and the chillers in…”
Get full text

A multi-objective optimization operation strategy for ice-storage air-conditioning system based on improved firefly algorithm by Zhou, Xinwei, Yu, Junqi, Zhang, Wanhu, Zhao, Anjun, Zhou, Min

“…Reasonable distribution of cooling load between chiller and ice tank is the key to realize the economical and energy-saving operation of ice-storage…”
Get full text

A multi-objective operation strategy optimization for ice storage systems based on decentralized control structure by Ren, Yanhuan, Yu, Junqi, Zhao, Anjun, Jing, Wenqiang, Ran, Tong, Yang, Xiong

“…Improving the operational efficiency of chillers and science-based planning the cooling load distribution between the chillers and ice tank are core issues to…”
Get full text

Distributed model predictive control for central heating of high-rise residential buildings by Meng, Zhou, Junqi, YU, Anjun, Zhao

“…Central heating system faults affect building energy consumption and indoor thermal comfort significantly. To aim at the balance between thermal comfortable…”
Get full text

Research on multi-heat-source scheduling strategy of heating system based on improved fireworks algorithm by Hui, Leilei, Yu, Junqi, Zhao, Anjun, Wang, Fu, Yang, Xiaohan, Zhou, Min

“…In this paper, the heating system of the airport energy station is taken as the research object. Aiming at the existing scheduling strategy of…”
Get full text

A Novel Parallel Ant Colony Optimization Algorithm for Warehouse Path Planning by Wang, Junfeng, Yu, Zirui, Zhao, Anjun, Feng, Zengxi, Li, Ruolin, Yu, Junqi, Ye, Ziyan

“…In order to improve the working efficiency of automated guided vehicles (AGVs) and the processing efficiency of fulfilling orders in intelligent warehouses, a…”
Get full text

Application of Improved PSO-BP Neural Network in Cold Load Forecasting of Mall Air-Conditioning by Ren, YanHuan, Zhao, AnJun, Jing, WenQiang, Yu, JunQi, Zhou, Meng

“…A combination of JMP, PSO-BP neural network, and Markov chain which aims at the low correlation between input and output data and the error of prediction model…”
Get full text

A hybrid method of cooling load forecasting for large commercial building based on extreme learning machine by Gao, Zhikun, Yu, Junqi, Zhao, Anjun, Hu, Qun, Yang, Siyuan

“…Air conditioning system is extensively used in large commercial buildings. The fast and accurate building cooling load forecasting is the basis for improving…”
Get full text

Adaptive Connection Admission Control Algorithm for LTE Systems by Haipeng Lei, Mingliang Yu, Anjun Zhao, Yongyu Chang, Dacheng Yang

“…In this paper, a resource allocation algorithm and a connection access control scheme (CAC) for LTE systems with heterogeneous services are proposed. The…”
Get full text

Energy-saving optimization of air-conditioning water system based on data-driven and improved parallel artificial immune system algorithm by Yang, Siyuan, Yu, Junqi, Gao, Zhikun, Zhao, Anjun

“…As the air-conditioning water system is designed according to the maximum load, the system will deviate from its optimum state while operating under partial…”
Get full text

Optimal chiller loading by improved parallel particle swarm optimization algorithm for reducing energy consumption by Gao, Zhikun, Yu, Junqi, Zhao, Anjun, Hu, Qun, Yang, Siyuan

“…•An IPPSO algorithm of optimal chiller loading (OCL) problem is proposed.•The chaotic sequence mechanism, new immigration operator, and nonlinear decreasing…”
Get full text

Net zero carbon rural integrated energy system design optimization based on the energy demand in temporal and spatial dimensions by Zhao, Anjun, Jiao, Yang, Quan, Wei, Chen, Yiren

“…The energy demand of rural residential buildings has not received sufficient attention in previous research on rural integrated energy system (IES) design. The…”
Get full text

Heating load prediction of residential district using hybrid model based on CNN by Zhao, Anjun, Mi, Lu, Xue, Xiao, Xi, Jiangtao, Jiao, Yang

“…Optimal control of heat network in residential district requires accurate short-term heat load prediction value of each building. However, the current research…”
Get full text

Hybrid forecasting model of building cooling load based on combined neural network by Gao, Zhikun, Yang, Siyuan, Yu, Junqi, Zhao, Anjun

“…The inefficient operation of air-conditioning system, which leads to its high-energy consumption, has aroused far-ranging concern at present. And an accurate…”
Get full text

Optimal control for hydraulic balance of secondary network in district heating system under distributed architecture by Zhao, Anjun, Dong, Feifei, Xue, Xiao, Xi, Jiangtao, Wei, Yuan

“…[Display omitted] •Focus on the district heating system pipe network hydraulic imbalance, flow supply and demand imbalance problem, an improved distributed…”
Get full text

A hybrid forecasting model for general hospital electricity consumption based on mixed signal decomposition by Zhao, Anjun, Chen, Mengya, Quan, Wei, Zhang, Sijia

“…•Addressing gaps in hospital energy consumption forecasting.•Medical equipment usage strongly correlates with energy consumption.•Enhanced prediction accuracy…”
Get full text

Prediction of functional zones cooling load for shopping mall using dual attention based LSTM: A case study by Zhao, Anjun, Zhang, Yu, Zhang, Yuping, Yang, Hangjie, Zhang, Yingxi

“…•Cold load prediction of shopping malls considering functional zones.•Selection of factors impacting cooling load in shopping mall functional zones.•Applies…”
Get full text

A hybrid WOA-SVM based on CI for improving the accuracy of shopping mall air conditioning system energy consumption prediction by Liu, Xinyi, Yu, Junqi, Zhao, Anjun, Jing, Wenqiang, Mi, Lu

“…Energy consumption prediction is of great practical significance for the study of energy-saving scheduling of building air-conditioning systems. However, there…”
Get full text