#include "Station.h" #include "database/DAO.h" #include "database/SQL.h" #include "common/fields.h" #include "app/Device.h" #include "common/Spdlogger.h" #include "common/Utils.h" #include "protocol/MqttEntity.h" #include "common/JsonN.h" #include "app/Config.h" #include "common/Snowflake.h" #include "app/DataStruct.h" #include "app/Application.h" Station::Station() : stationId(0) { mqttCli = std::make_shared(); predictStorageIn = vector(144, 0); predictStorageOut = vector(144, 0); predictCharge = vector(144, 0); } void Station::setFields(Fields& fields) { this->stationId = fields.get(DMStation::STATION_ID); this->name = fields.value(DMStation::NAME); this->capacity = fields.get(DMStation::CAPACITY); this->workMode = fields.get(DMStation::WORK_MODE); this->code = fields.value(DMStation::CODE); this->status = fields.get(DMStation::STATUS); this->operationDate = fields.value(DMStation::OPERATION_DATE); this->launchDate = fields.value("operation_date"); //this->policy.setFields(fields); } void Station::addDevice(int deviceId, std::shared_ptr device) { mapDevice[deviceId] = device; } void Station::addDevice(Fields& fields) { int deviceId = fields.get(DMDevice::DEVICE_ID); int stationId = fields.get(DMDevice::STATION_ID); if (mapDevice.find(deviceId) != mapDevice.end()) { mapDevice[deviceId]->setFields(fields); } else { auto device = Device::create(fields); mapDevice[deviceId] = device; } } std::shared_ptr Station::getDevice(int deviceId) { auto iter = mapDevice.find(deviceId); if (iter!=mapDevice.end()) { return iter->second; } return nullptr; } void Station::groupDevice() { for (auto iter = mapDevice.begin(); iter!=mapDevice.end(); ++iter) { auto& device = iter->second; char key[20] = {}; sprintf(key, "%03d_%03d_%04d", device->stationId, device->sortNo, device->deviceId); mapDeviceGroup[device->category][key] = device; } } std::shared_ptr Station::getDeviceByType(int deviceType, std::string code) { for (auto iter = mapDevice.begin(); iter!=mapDevice.end(); ++iter) { auto device = iter->second; if (device->type == deviceType && device->code == code) { return device; } } return nullptr; } void Station::getDeviceByType(int deviceType, std::vector>& res) { for (auto iter = mapDevice.begin(); iter!=mapDevice.end(); ++iter) { auto device = iter->second; if (device->type == deviceType) { res.push_back(device); } } } int Station::getDeviceCount(int category) { auto iter = mapDeviceGroup.find(category); if (iter != mapDeviceGroup.end()) { return iter->second.size(); } return 0; } void Station::getDeviceByCategory(int category, std::vector>& res) { auto iter = mapDeviceGroup.find(category); if (iter != mapDeviceGroup.end()) { res.resize(iter->second.size()); int i = 0; for (auto& item: iter->second) { res[i++] = item.second; } } } void Station::setWorkMode(int modeId) { this->workMode = modeId; std::string sql = SQL(SQL::TYPE::update).table(DMStation::TABLENAME) .update(DMStation::WORK_MODE, std::to_string(modeId)) .where(DMStation::STATION_ID + "=" + std::to_string(stationId)).str(); Errcode err = DAO::exec(NULL, sql); if (err != Errcode::OK) { spdlog::error("set station work mode failed."); } } void Station::initMqtt() { if (status!=0 && mqttCli) { auto& optionMqtt = Config::option.mqtt; mqttCli->init(optionMqtt.host, code, optionMqtt.username, optionMqtt.password); } } void Station::polling() { if (status > 0 && mqttCli) { if (mqttCli->isConnected) { mqttCli->polling(); } //else //{ // // 该函数检查连接状态,若已经连接,则无操作;若未连接,则进行连接操作 // this->initMqtt(); //} } } int64_t Station::getPollingTS() { return (mqttCli != nullptr) ? mqttCli->tsPolling : 0; } void Station::setGarewayWorkMode() { if (!mqttCli) { return; } auto policy = Application::data().getPolicyByType(this->workMode); njson json; json["ts"] = Utils::time(); json["no"] = 1; // 设备编号 json["40001"] = this->workMode; if (policy) { if (policy->type == 1) { json["40002"] = njson::array(); // 峰谷套利 policy->getGatewayJsonPeriods(json["40002"]); } else if (policy->type == 5) { json["40021"] = njson::array(); // 自定时段 policy->getGatewayJsonPeriods(json["40021"]); } } std::string text = json.dump(); spdlog::info("[station] set gateway workmode [Gateway_YT], stationId={}, text={}", stationId, text); mqttCli->publish("Gateway_YT", text); } void Station::setGarewayParams() { if (!mqttCli) { return; } njson json; json["ts"] = Utils::time(); json["no"] = 1; // 设备编号 json["40038"] = {gatewayParam.socMin, gatewayParam.socMax, gatewayParam.capacity, gatewayParam.powerSafe, gatewayParam.powerDischarge, gatewayParam.powerCharge}; json["40058"] = {gatewayParam.backflow, gatewayParam.overload}; std::string text = json.dump(); spdlog::info("[station] set gateway params, stationId={}, text={}", stationId, text); mqttCli->publish("Gateway_YT", text); } string Station::getGatewayMode() { // 0:手动,1:峰谷套利,2:增网配容,3:应急供电,4:并网保电,5:自定时段 if (gatewayParam.mode == 0) { return "手动"; } else if (gatewayParam.mode == 1) { return "峰谷套利"; } else if (gatewayParam.mode == 2) { return "增网配容"; } else if (gatewayParam.mode == 3) { return "应急供电"; } else if (gatewayParam.mode == 4) { return "并网保电"; } else if (gatewayParam.mode == 5) { return "自定时段"; } else { return "--"; }; } static map mapPeriodType = { {1, "谷"}, {2, "平"}, {3, "峰"}, {4, "尖"} }; static map mapPeriodOper = { {0, "停"}, {1, "充"}, {2, "充"}, {3, "放"}, {4, "放"} }; string Station::getGatewayParam() { stringstream ss; std::string str1 = "峰谷套利时段:
"; { njson json; if (JSON::parse(gatewayParam.param1, json)) { for (int i = 0; i(); ss << ":" << setw(2) << setfill('0') << jsonitem[1].get() << " "; ss << mapPeriodType[jsonitem[2].get()] << ") "; } str1 += ss.str() + "
"; } } } std::string str2 = "自定时段:
"; { njson json; if (JSON::parse(gatewayParam.param2, json)) { for (int i = 0; i(); ss << ":" << setw(2) << setfill('0') << jsonitem[1].get() << " "; ss << mapPeriodOper[jsonitem[2].get()] << ") "; } str2 += ss.str() + "
"; } } } std::string str3 = "其它参数:
"; { njson json; if (JSON::parse(gatewayParam.param3, json)) { for (int i = 0; i(); if (i==0) { str3 += "    储能放电下限值SOC: " + std::to_string(val) + "
"; } //储能放电下限值 SOC : 40038 (%:0-99 且小于充电上限值) else if (i==1) { str3 += "    储能充电上限值SOC: " + std::to_string(val) + "
"; }//储能充电上限值 SOC : 40039 (%:1-100 且大于放电下限值) else if (i==2) { str3 += "    台区变压器容量: " + std::to_string(val) + "
"; }//台区变压器容量 : 40040 (KVVA 160-1600) else if (i==3) { str3 += "    安全输入功率: " + std::to_string(val) + "
"; }//安全输入功率 : 40041 (KW 0-400) else if (i==4) { str3 += "    储能最大放电功率: " + std::to_string(val) + "
"; }//储能最大放电功率 : 40042 (1KW0-150) else if (i==5) { str3 += "    储能最大充电功率: " + std::to_string(val) + "
"; }//储能最大充电功率::40043 (1KW0-150) else if (i==6) { str3 += "    运行状态: " + std::to_string(val) + "
"; }//运行状态 : 40044 (只读不写,0:无 1:高峰放电 2:低谷充电) else if (i==7) { str3 += "    台区电表变比: " + std::to_string(val) + "
"; }//台区电表变比:40045 //else if (i==8) { str3 += "    对时(年): " + std::to_string(val) + "
"; }//对时(年) : 40051 //else if (i==9) { str3 += "    对时(月): " + std::to_string(val) + "
"; }//对时(月) : 40052 //else if (i==10) { str3 += "    对时(日): " + std::to_string(val) + "
"; }//对时(日) : 40053 //else if (i==11) { str3 += "    对时(时): " + std::to_string(val) + "
"; }//对时(时) : 40054 //else if (i==12) { str3 += "    对时(分): " + std::to_string(val) + "
"; }//对时(分) : 40055 //else if (i==13) { str3 += "    对时(秒): " + std::to_string(val) + "
"; }//对时(秒) : 40056 //else if (i==19) { str3 += "    时间段月份: " + std::to_string(val) + "
"; }//时间段月份 : 40057(1-12 对应1月-12月) else if (i==20) { str3 += "    防逆流回差: " + std::to_string(val) + "
"; }//防逆流回差 : 40058(1KW 10-300) else if (i==21) { str3 += "    防过载回差: " + std::to_string(val) + "
"; }//防过载回差 : 40059(1KW 10-300) } } } return str1 + "
" + str2 + "
" + str3; } void Station::checkDevice() { for (auto& item: mapDevice) { auto& device = item.second; if (device) { if (Utils::time() - device->ts > 60*6) { device->online = 0; } } } } void Station::readAlert(std::shared_ptr device, std::string addr, int v, std::string text) { int64_t ts = Utils::time(); std::string alertId = std::to_string(device->deviceId) + "_" + addr; int tsCache = mapAlertCache[alertId]; if (ts - tsCache > 60*30) { Fields fields; fields.set("log_id", Snowflake::instance().getIdStr()); if (device) { fields.set("device_id", device->deviceId); } fields.set("type", int(EAlertType::DEVICE)); fields.set("content", text + ":故障(" + std::to_string(v) + ")"); fields.set("status", 1); auto dao = DaoEntity::create("log_alert"); dao->insertFields(fields); mapAlertCache[alertId] = ts; } } void Station::readRuntimeData(int deviceNo, string addr, int val) { if (deviceNo == 1) { if (addr == "0x000B") { this->voltage = val; } // A相电压 R uint32 1V 0x000B if (addr == "0x0011") { this->current = val; } // A相电流 R int32 1A 0x0011 if (addr == "0x0023") { this->power = val; } // 三相总有功 R int32 1kW 0x0023 } else if (deviceNo == 2) { statData.ts = Utils::time(); if (addr == "0x002F") { statData.dayElectIn = val; } //日充电电量 R uint32 1kWh 0x002F else if (addr == "0x0031") { statData.dayElectOut = val; } //日放电电量 R uint32 1kWh 0x0031 else if (addr == "0x0033") { statData.dayFeeIn = val; } //日充电费用 R uint32 1RMB 0x0033 else if (addr == "0x0035") { statData.dayFeeOut = val; } //日放电费用 R uint32 1RMB 0x0035 else if (addr == "0x0037") { statData.dayIncome = val; } //日收益 R int32 1RMB 0x0037 else if (addr == "0x004D") { statData.totalElectIn = val; } //总充电电量 R uint32 1kWh 0x004D else if (addr == "0x004F") { statData.totalElectOut = val; } //总放电电量 R uint32 1kWh 0x004F else if (addr == "0x0051") { statData.totalFeeIn = val; } //总充电费用 R uint32 1RMB 0x0051 else if (addr == "0x0053") { statData.totalFeeOut = val; } //总放电费用 R uint32 1RMB 0x0053 else if (addr == "0x0055") { statData.totalIncome = val; } //总收益 R int32 1RMB 0x0055 else if (addr == "0x0039") { statData.dayElectIn_J = val; } //日正向尖有功电能 R uint32 1kWh 0x0039 else if (addr == "0x003B") { statData.dayElectIn_F = val; } //日正向峰有功电能 R uint32 1kWh 0x003B else if (addr == "0x003D") { statData.dayElectIn_P = val; } //日正向平有功电能 R uint32 1kWh 0x003D else if (addr == "0x003F") { statData.dayElectIn_G = val; } //日正向谷有功电能 R uint32 1kWh 0x003F else if (addr == "0x0041") { statData.dayElectIn_Total = val; } //日正向总有功电能 R uint32 1kWh 0x0041 else if (addr == "0x0043") { statData.dayElectOut_J = val; } //日反向尖有功电能 R uint32 1kWh 0x0043 else if (addr == "0x0045") { statData.dayElectOut_F = val; } //日反向峰有功电能 R uint32 1kWh 0x0045 else if (addr == "0x0047") { statData.dayElectOut_P = val; } //日反向平有功电能 R uint32 1kWh 0x0047 else if (addr == "0x0049") { statData.dayElectOut_G = val; } //日反向谷有功电能 R uint32 1kWh 0x0049 else if (addr == "0x004B") { statData.dayElectOut_Total = val; } //日反向总有功电能 R uint32 1kWh 0x004B else if (addr == "0x0057") { statData.totalElectIn_J = val; } //总正向尖有功电能 R uint32 1kWh 0x0057 else if (addr == "0x0059") { statData.totalElectIn_F = val; } //总正向峰有功电能 R uint32 1kWh 0x0059 else if (addr == "0x005B") { statData.totalElectIn_P = val; } //总正向平有功电能 R uint32 1kWh 0x005B else if (addr == "0x005D") { statData.totalElectIn_G = val; } //总正向谷有功电能 R uint32 1kWh 0x005D else if (addr == "0x005F") { statData.totalElectIn_Total = val; } //总正向总有功电能 R uint32 1kWh 0x005F else if (addr == "0x0061") { statData.totalElectOut_J = val; } //总反向尖有功电能 R uint32 1kWh 0x0061 else if (addr == "0x0063") { statData.totalElectOut_F = val; } //总反向峰有功电能 R uint32 1kWh 0x0063 else if (addr == "0x0065") { statData.totalElectOut_P = val; } //总反向平有功电能 R uint32 1kWh 0x0065 else if (addr == "0x0067") { statData.totalElectOut_G = val; } //总反向谷有功电能 R uint32 1kWh 0x0067 else if (addr == "0x0069") { statData.totalElectOut_Total = val; } //总反向总有功电能 R uint32 1kWh 0x0069 } } void Station::readTHData(int deviceNo, string addr, int val) { auto& unit = mapTempHumUnit[deviceNo]; if (addr == "0x0001") { ; } //所属通道号 R uint16 1 0x0001 else if (addr == "0x0002") { ; } //所属温湿度号 R uint16 1~10 0x0002 else if (addr == "0x0003") //温度 R int16 0.1℃ 0x0003 { unit.temp = float(val) * 0.1; if (deviceNo == 1) temperature = unit.temp; } else if (addr == "0x0004") //湿度 R int16 0.1℃ 0x0004 { unit.hum = float(val) * 0.1; if (deviceNo == 1) humidity = unit.hum; } } void Station::readFire40Data(int deviceNo, string addr, int val) { auto& unit = mapFire40Unit[deviceNo]; if (addr == "0x0001") { ; } //所属通道号 R uint16 1~10 0x0001 else if (addr == "0x0002") { ; } //主控数量 R uint16 1 0x0002 else if (addr == "0x0003") { ; } //主控ID R uint16 1 0x0003 else if (addr == "0x0004") { unit.statusMain = val; } //主控状态 R uint16 0:正常 1:预警 2:火警 0x0004 else if (addr == "0x0005") { ; } //主控硬件版本 R uint16[2] 主控硬件版本 0x0005 else if (addr == "0x0007") { ; } //主控软件版本 R uint16[2] 主控软件版本 0x0007 else if (addr == "0x0009") { ; } //主电状态 R uint16 0:使用市电 1:使用备电 0x0009 else if (addr == "0x000A") { ; } //备电电流 R uint32 0.1A 0x000A else if (addr == "0x000C") { ; } //备电电压 R uint32 0.1V 0x000C else if (addr == "0x000E") { ; } //可用容量 R uint32 0.01Ah 0x000E else if (addr == "0x0010") { ; } //可充放容量 R uint32 0.01Ah 0x0010 else if (addr == "0x0012") { unit.usedAlarm = val; } //警铃是否使用 R uint16 0x0012 else if (addr == "0x0013") { unit.statusAlarm = val; } //警铃状态 R uint16 0:无效 1:掉线 2:正常 3:启动 0x0013 else if (addr == "0x0014") { unit.usedValve = val; } //瓶头阀是否使用 R uint16 0x0014 else if (addr == "0x0015") { unit.statusValve = val; } //瓶头阀状态 R uint16 0:无效 1:掉线 2:正常 3:启动 0x0015 else if (addr == "0x0016") { unit.usedMCP = val; } //手报是否使用 R uint16 0x0016 else if (addr == "0x0017") { unit.statusMCP = val; } //手报状态 R uint16 0:无效 1:掉线 2:正常 3:启动 0x0017 else if (addr == "0x0018") { ; } //簇控制器数量 R uint16 0x0018 else if (addr == "0x0019") { ; } //复合探测器总数量 R uint16 0x0019 else if (addr == "0x001A") { ; } //烟雾探测器总数量 R uint16 0x001A else if (addr == "0x001B") { ; } //压力探测器总数量 R uint16 0x001B else if (addr == "0x001C") { ; } //吸气式探测器总数量 R uint16 0x001C else if (addr == "0x001D") { ; } //PACK探测器总数量 R uint16 0x001D else if (addr == "0x001E") { ; } //电池总数量 R uint16 0x001E } void Station::readCoolingData(int deviceNo, string addr, int val) { auto& unit = mapCoolingUnit[deviceNo]; if (addr == "0x1001") { ; } //所属通道号 R uint16 1 0x1001 else if (addr == "0x1002") { ; }// 所属冷机号 R uint16 1~10 0x1002 else if (addr == "0x1003") { coolingStatus = unit.powerOn = val; }// 开关 R uint16 0:关机,1:开机 0x1003 else if (addr == "0x1004") { unit.mode = val; }// 采样模式 R uint16 0-出水温度 1-电芯温度 0x1004 else if (addr == "0x1005") { unit.cooling = val; }// 制冷状态 R uint16 0:关闭, 1:启动 0x1005 else if (addr == "0x1006") { unit.heating = val; }// 制热状态 R uint16 0:关闭, 1:启动 0x1006 else if (addr == "0x1007") { unit.highTemp = val; }// 高温告警 R uint16 0:正常,1:告警 0x1007 else if (addr == "0x1008") { unit.lowTemp = val; }// 低温告警 R uint16 0:正常,1:告警 0x1008 else if (addr == "0x1009") { unit.highPressure = val; }// 高压告警 R uint16 0:正常,1:告警 0x1009 else if (addr == "0x100A") { unit.lowPressure = val; }// 低压告警 R uint16 0:正常,1:告警 0x100A else if (addr == "0x100B") { ; }// 进水温度传感器 R uint16 0:正常,1:告警 0x100B else if (addr == "0x100C") { ; }// 出水温度传感器 R uint16 0:正常,1:告警 0x100C else if (addr == "0x100D") { ; }// 进水压力传感器 R uint16 0:正常,1:告警 0x100D else if (addr == "0x100E") { ; }// 出水压力传感器 R uint16 0:正常,1:告警 0x100E } static void JSONReadArrayItem(njson& json, int i, int& v) { if (json.is_array() && i < json.size()) { v = json[i].get(); } } void Station::readGatewayMode(int deviceNo, int mode, string p1, string p2, string p3) { auto device = this->getDeviceByType(int(EDeviceType::GATEWAY), Utils::toStr(deviceNo)); if (device) { device->online = true; device->ts = Utils::time(); } if (mode != -1) { this->gatewayParam.mode = mode; } if (!p1.empty()) { this->gatewayParam.param1 = p1; } if (!p2.empty()) { this->gatewayParam.param2 = p2; } if (!p3.empty()) { this->gatewayParam.param3 = p3; } njson json; if (JSON::parse(gatewayParam.param3, json)) { JSONReadArrayItem(json, 0, gatewayParam.socMin); //储能放电下限值 SOC : 40038 (%:0-99 且小于充电上限值) JSONReadArrayItem(json, 1, gatewayParam.socMax); //储能充电上限值 SOC : 40039 (%:1-100 且大于放电下限值) JSONReadArrayItem(json, 2, gatewayParam.capacity); //台区变压器容量 : 40040 (KVVA 160-1600) JSONReadArrayItem(json, 3, gatewayParam.powerSafe); //安全输入功率 : 40041 (KW 0-400) JSONReadArrayItem(json, 4, gatewayParam.powerDischarge); //储能最大放电功率 : 40042 (1KW0-150) JSONReadArrayItem(json, 5, gatewayParam.powerCharge); //储能最大充电功率::40043 (1KW0-150) JSONReadArrayItem(json, 6, gatewayParam.status); //运行状态 : 40044 (只读不写,0:无 1:高峰放电 2:低谷充电) JSONReadArrayItem(json, 7, gatewayParam.vtRatio); //台区电表变比:40045 JSONReadArrayItem(json, 20, gatewayParam.backflow); //防逆流回差 : 40058(1KW 10-300) JSONReadArrayItem(json, 21, gatewayParam.overload); //防过载回差 : 40059(1KW 10-300) } } void Station::readGatewayStatus(int deviceNo, int cdzStatus, int emuStatus) { auto device = this->getDeviceByType(int(EDeviceType::GATEWAY), Utils::toStr(deviceNo)); if (device) { device->online = true; device->ts = Utils::time(); } //充电桩 1:在线,0:离线 if (cdzStatus >= 0) { if (cdzStatus != this->cdzStatus) { std::string text = "场站[" + name + "(" + std::to_string(stationId) + ")]充电桩状态变化:" + (cdzStatus>0 ? "在线" : "离线"); if (this->cdzStatus < 0) { text = "系统启动," + text; } DAO::insertSystemLogDevice(stationId, 0, text, cdzStatus); this->cdzStatus = cdzStatus; } } //储能 1:在线,0:离线 if (emuStatus >= 0) { if (emuStatus != this->emuStatus) { std::string text = "场站[" + name + "(" + std::to_string(stationId) + ")]储能EMU状态变化:" + (emuStatus>0 ? "在线" : "离线"); if (this->emuStatus < 0) { text = "系统启动," + text; } DAO::insertSystemLogDevice(stationId, 0, text, emuStatus); this->emuStatus = emuStatus; } } } static std::string MapValueToJson(int npos, std::map& mapV) { njson jsonarray = njson::array(); for (int i = 0; i<=npos; i++) { jsonarray.push_back(int(mapV[i])); } return jsonarray.dump(); } void Station::setCache(int datatype, std::vector& vd) { std::map* mapptr = NULL; if (datatype == 1) { mapptr = &mapCacheElectIn; } else if (datatype == 2) { mapptr = &mapCacheElectOut; } else if (datatype == 3) { mapptr = &mapCacheElectCharger; } if (mapptr) { const int step = 600; const int N = 86400/step; int64_t tsSeconds = Utils::timeDaySeconds(); int npos = tsSeconds / step; for (int i = 0; i= (600-180) && npos + 1 < 144) { npos += 1; save = true; } else if (offset <= 180 && posCache < npos) { save = true; posCache = npos; } if (save) { mapCacheElectIn[npos] = Utils::random(100, 800); // dayElectIn mapCacheElectOut[npos] = Utils::random(100, 800); // dayElectOut mapCacheElectCharger[npos] = Utils::random(100, 800); // 暂无数据源 } } void Station::writeStatistic() { auto dao = DaoEntity::create("history_day"); std::string dt = Utils::dateStr(); int64_t tTime = Utils::time(); int64_t tDate = Utils::date(); int64_t tDelta = tTime - tDate; int npos = (tTime-tDate) / 600; int tOffset = tDelta % 600; for (auto iter = mapDevice.begin(); iter!=mapDevice.end(); ++iter) { auto device = iter->second; if (device->cache(npos)) { Fields fields; fields.set("dt", dt); fields.set("station_id", this->stationId); fields.set("device_id", device->deviceId); fields.set("datatype", 1); fields.set("value", MapValueToJson(npos, device->mapCacheVoltage)); DAO::insertRuntimeData(dao, fields); fields.set("datatype", 2); fields.set("value", MapValueToJson(npos, device->mapCacheCurrent)); DAO::insertRuntimeData(dao, fields); fields.set("datatype", 3); fields.set("value", MapValueToJson(npos, device->mapCachePower)); DAO::insertRuntimeData(dao, fields); //spdlog::info("[device] write runtime date to database, deviceId={}", device->deviceId); } } if (statData.ts > 0) { { // stat_day Fields fields; fields.set("dt", Utils::dateStr(statData.ts)); fields.set("station_id", this->stationId); fields.set("storage_elect_in", statData.dayElectIn); fields.set("storage_elect_out", statData.dayElectOut); fields.set("income_elect", statData.dayIncome); DAO::insertStatDay(dao, fields); } { Fields fields; fields.set("dt", Utils::dateStr(statData.ts)); fields.set("station_id", this->stationId); fields.set("E_in", statData.totalElectIn); fields.set("E_in_J", statData.totalElectIn_J); fields.set("E_in_F", statData.totalElectIn_F); fields.set("E_in_P", statData.totalElectIn_P); fields.set("E_in_G", statData.totalElectIn_G); fields.set("E_out", statData.totalElectOut); fields.set("E_out_J", statData.totalElectOut_J); fields.set("E_out_F", statData.totalElectOut_F); fields.set("E_out_P", statData.totalElectOut_P); fields.set("E_out_G", statData.totalElectOut_G); fields.set("fee_in", statData.totalFeeIn); fields.set("fee_Out", statData.totalFeeOut); fields.set("income", statData.totalIncome); dao->setTableName("stat_total"); dao->duplicateUpdate(fields, { "E_in", "E_in_J", "E_in_F", "E_in_P", "E_in_G", "E_out", "E_out_J", "E_out_F", "E_out_P", "E_out_G", "fee_in", "fee_Out", "income" }); } { Fields fields; fields.set("dt", Utils::dateStr(statData.ts)); fields.set("station_id", this->stationId); fields.set("E_in", statData.dayElectIn); fields.set("E_in_J", statData.dayElectIn_J); fields.set("E_in_F", statData.dayElectIn_F); fields.set("E_in_P", statData.dayElectIn_P); fields.set("E_in_G", statData.dayElectIn_G); fields.set("E_out", statData.dayElectOut); fields.set("E_out_J", statData.dayElectOut_J); fields.set("E_out_F", statData.dayElectOut_F); fields.set("E_out_P", statData.dayElectOut_P); fields.set("E_out_G", statData.dayElectOut_G); fields.set("fee_in", statData.dayFeeIn); fields.set("fee_Out", statData.dayFeeOut); fields.set("income", statData.dayIncome); dao->setTableName("stat_total_day"); dao->duplicateUpdate(fields, { "E_in", "E_in_J", "E_in_F", "E_in_P", "E_in_G", "E_out", "E_out_J", "E_out_F", "E_out_P", "E_out_G", "fee_in", "fee_Out", "income" }); } } { int pos = npos; if (tOffset > 20) { pos += 1; } mapCacheElectIn[pos] = (pos == 0) ? 0 : statData.dayElectIn; mapCacheElectOut[pos] = (pos == 0) ? 0 : statData.dayElectOut; mapCacheElectCharger[pos] = 0; // 预测数据源记录 dao->setTableName("predict_day"); Fields fields; fields.set("dt", dt); fields.set("station_id", stationId); fields.set("datatype", 1); // 1:储能充电,2:储能放电,3:充电桩充电,4:发电 fields.set("value", MapValueToJson(pos, mapCacheElectIn)); dao->duplicateUpdate(fields, {"value"}); fields.set("datatype", 2); // 1:储能充电,2:储能放电,3:充电桩充电,4:发电 fields.set("value", MapValueToJson(pos, mapCacheElectOut)); dao->duplicateUpdate(fields, {"value"}); fields.set("datatype", 3); // 1:储能充电,2:储能放电,3:充电桩充电,4:发电 fields.set("value", MapValueToJson(pos, mapCacheElectCharger)); dao->duplicateUpdate(fields, {"value"}); } } void Station::predict() { int64_t tNow = Utils::time(); int days = 7; string dt1 = Utils::dateStr(tNow-86400*days); string dt2 = Utils::dateStr(tNow-86400); /// 预测实现方案: // 查询前7天的历史数据(不包含今天),根据历史数据计算今日数据,每10分钟一个数据,一天共144个数据点 string sql = "SELECT * FROM predict_day pd WHERE pd.station_id='" + std::to_string(stationId) + "' AND dt>='" + dt1 + " AND dt<'" + dt2 + "';"; vector result; DAO::exec(NULL, sql, result); // 数据源的每个时刻数据点的个数 vector countStorageIn(predictStorageIn.size(), 0); vector countStorageOut(predictStorageOut.size(), 0); vector countCharge(predictCharge.size(), 0); for (int row=0; row* vdptr = NULL; int datatype = fields.get("datatype"); // 1:储能充电,2:储能放电,3:充电桩充电,4:发电 if (datatype == 1) { vdptr = &predictStorageIn; } else if (datatype == 2) { vdptr = &predictStorageOut; } else if (datatype == 3) { vdptr = &predictCharge; } if (vdptr) { string& strval = fields.value("value"); std::vector vec; JSON::parseArray(strval, vec); for (int i = 0; isize() && i 0) { (*vdptr)[i] += v0; if (datatype == 1) { countStorageIn[i]++; } else if (datatype == 2) { countStorageOut[i]++; } else if (datatype == 3) { countCharge[i]++; } } } } } for (int i = 0; i 0) { predictStorageIn[i] = predictStorageIn[i] / countStorageIn[i]; } if (countStorageOut[i] > 0) { predictStorageOut[i] = predictStorageOut[i] / countStorageOut[i]; } if (countCharge[i] > 0) { predictCharge[i] = predictCharge[i] / countCharge[i]; } } }