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TY - CONF AU - Nakayoshi, K. AU - Fujii, Y. AU - Nakadaira, T. AU - Sakashita, K. ED - Schaa, Volker RW TI - Development of an Expert System for the High Intensity Neutrino Beam Facility at J-PARC J2 - Proc. of IBIC2018, Shanghai, China, 09-13 September 2018 CY - Shanghai, China T2 - International Beam Instrumentation Conference T3 - 7 LA - english AB - A high intensity neutrino beam is utilized by a long-baseline neutrino oscillation experiment at J-PARC. To generate a high intensity neutrino beam, a high intensity proton beam is extracted from a 30GeV Main Ring Synchrotron (MR) to the neutrino primary beamline. In the beamline, one mistaken shot can potentially do serious damage to beamline equipment. To avoid such a consequence, many beamline equipment interlocks to stop the beam operation are implemented. Once an interlock is activated, prompt and proper error handling is necessary. We are developing an expert system for prompt and efficient understanding of the status to quickly resume the beam operation. An inference engine is one key component in the expert system. We are developing a Machine-Learning(ML) based inference engine for our expert system. ML is one of the most active research fields in computing, we adopt the technology from it. We report the progress of development of the expert system especially ML based inference engine. PB - JACoW Publishing CP - Geneva, Switzerland SP - 154 EP - 158 KW - kicker KW - operation KW - septum KW - status KW - proton DA - 2019/01 PY - 2019 SN - 978-3-95450-201-1 DO - DOI: 10.18429/JACoW-IBIC2018-MOPC18 UR - http://jacow.org/ibic2018/papers/mopc18.pdf ER -