Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently, Prognostics and Health Management (PHM) reveals to be a key feature for industrials as it should improve manufacturing system availability and allow avoiding downtime as ll as inopportune maintenance spending. In this context,  investigate the problem of scheduling several jobs on a single machine subjected to predictive maintenance based on PHM.  propose a new hybrid genetic immune algorithm, called IPro-HGIA, which incorporates an emulation of GA with artificial immune system, to create an integrated prognostic based scheduling for planning both production and predictive maintenance interventions under the total interventions cost minimization criterion. Furthermore,  use the principals of vaccination and receptor editing in order to strengthen search ability. Computational results show the efficiency of our hybrid scheme.
['Asma Ladj', 'Fatima Benbouzid-Si Tayeb', 'Christophe Varnier']
I am writing a research paper on a idea An integrated prognostic based hybrid genetic-immune algorithm for scheduling jobs and predictive maintenance
[{"from": "human", "value": "I am writing a research paper on a idea An integrated prognostic based hybrid genetic-immune algorithm for scheduling jobs and predictive maintenance"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently, Prognostics and Health Management (PHM) reveals to be a key feature for industrials as it should improve manufacturing system availability and allow avoiding downtime as ll as inopportune maintenance spending. In this context,  investigate the problem of scheduling several jobs on a single machine subjected to predictive maintenance based on PHM.  propose a new hybrid genetic immune algorithm, called IPro-HGIA, which incorporates an emulation of GA with artificial immune system, to create an integrated prognostic based scheduling for planning both production and predictive maintenance interventions under the total interventions cost minimization criterion. Furthermore,  use the principals of vaccination and receptor editing in order to strengthen search ability. Computational results show the efficiency of our hybrid scheme."}]