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In this paper, we address energy management for heating, ventilation, and air-conditioning (HVAC) systems in buildings, and present a novel combined optimization and control approach. We first formulate a thermal dynamics and an associated optimization problem. An optimization dynamics is then designed based on a standard primal-dual algorithm, and its strict passivity is proved. We then design a...
With the advancement of internet, computer network security has brought serious concerns. Intrusion detection is an important topic in network security framework. To address the effectiveness and efficiency problem with traditional intrusion detection models, we present an intrusion detection method based on deep leaning. The deep belief network (DBN) constructed via the stacked Boltzmann machine...
This paper adds to our understanding of how ICT helps to improve SC performance. We investigate both indirect and direct effects of ICT and find based on data from Chinese manufacturers that inter-organizational ICT has a positive effect via SCM-practices if the uncertainty is high. We do not find support for that relationship if uncertainty is low. No support is found for an direct effect of inter-organizational...
An implementation scheme of MPC (Model Predictive Control) system combined with model error detection function based on plug-in technology is proposed. Based on an MPC model error detection method that uses additional small amplitude test signals, the model detection function including online data acquisition, test signal adding and MPC operation monitoring is implemented to extend the batch-wise...
Fault diagnosis and monitoring is an important part of the intelligent diesel engine technology. The fault simulation of diesel engine is crucial to the research of on-line monitoring and fault diagnosis technology, and it is also an important content of the experimental verification. This paper introduces a real-time simulation platform for diesel engine faults, which is built with SIMULINK, RTW...
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