diff --git a/src/main/java/ru/ulstu/controller/TimeSeriesController.java b/src/main/java/ru/ulstu/controller/TimeSeriesController.java
index 915d920..2c5f0b1 100644
--- a/src/main/java/ru/ulstu/controller/TimeSeriesController.java
+++ b/src/main/java/ru/ulstu/controller/TimeSeriesController.java
@@ -20,6 +20,7 @@ import ru.ulstu.method.Method;
 import ru.ulstu.service.TimeSeriesService;
 
 import javax.servlet.http.HttpServletRequest;
+import javax.validation.Valid;
 import java.lang.reflect.InvocationTargetException;
 import java.util.List;
 import java.util.concurrent.ExecutionException;
@@ -37,7 +38,7 @@ public class TimeSeriesController {
 
     @PostMapping("getForecast")
     @Operation(description = "Получить прогноз временного ряда любым методом")
-    public ResponseEntity<ModelingResult> getForecastTimeSeries(@RequestBody ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
+    public ResponseEntity<ModelingResult> getForecastTimeSeries(@RequestBody @Valid ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
         LOGGER.info("User ip: " + HttpUtils.getUserIp(request));
         LOGGER.info("Forecast: " + forecastParams);
         ResponseEntity<ModelingResult> result = new ResponseEntity<>(timeSeriesService.getForecast(forecastParams.getOriginalTimeSeries(),
@@ -58,10 +59,11 @@ public class TimeSeriesController {
 
     @PostMapping("getSpecificMethodForecast")
     @Operation(description = "Получить прогноз временного ряда указанным методом")
-    public ResponseEntity<ModelingResult> getForecastTimeSeriesSpecificMethod(@RequestBody ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
+    public ResponseEntity<ModelingResult> getForecastTimeSeriesSpecificMethod(@RequestBody @Valid ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
         LOGGER.info("User ip: " + HttpUtils.getUserIp(request));
         LOGGER.info("Forecast: " + forecastParams);
         ResponseEntity<ModelingResult> result = new ResponseEntity<>(timeSeriesService.getForecast(forecastParams.getOriginalTimeSeries(),
+                forecastParams.getMethodClassName(),
                 forecastParams.getCountForecast()), HttpStatus.OK);
         LOGGER.info("Forecast result complete");
         return result;
diff --git a/src/main/java/ru/ulstu/datamodel/ForecastParams.java b/src/main/java/ru/ulstu/datamodel/ForecastParams.java
index c56d497..265dfe6 100644
--- a/src/main/java/ru/ulstu/datamodel/ForecastParams.java
+++ b/src/main/java/ru/ulstu/datamodel/ForecastParams.java
@@ -2,9 +2,14 @@ package ru.ulstu.datamodel;
 
 import ru.ulstu.datamodel.ts.TimeSeries;
 
+import javax.validation.constraints.NotNull;
+
 public class ForecastParams {
+    @NotNull
     private TimeSeries originalTimeSeries;
+    @NotNull
     private int countForecast;
+    private String methodClassName;
 
     public TimeSeries getOriginalTimeSeries() {
         return originalTimeSeries;
@@ -22,6 +27,14 @@ public class ForecastParams {
         this.countForecast = countForecast;
     }
 
+    public String getMethodClassName() {
+        return methodClassName;
+    }
+
+    public void setMethodClassName(String methodClassName) {
+        this.methodClassName = methodClassName;
+    }
+
     @Override
     public String toString() {
         return "ForecastParams{" +
diff --git a/src/main/java/ru/ulstu/db/model/TimeSeriesSet.java b/src/main/java/ru/ulstu/db/model/TimeSeriesSet.java
index b7cdb62..5dbbfbf 100644
--- a/src/main/java/ru/ulstu/db/model/TimeSeriesSet.java
+++ b/src/main/java/ru/ulstu/db/model/TimeSeriesSet.java
@@ -3,7 +3,7 @@ package ru.ulstu.db.model;
 import java.io.File;
 
 public class TimeSeriesSet {
-    private String key;
+    private final String key;
 
     public TimeSeriesSet(File dir) {
         this.key = dir.getName();
diff --git a/src/main/java/ru/ulstu/method/Method.java b/src/main/java/ru/ulstu/method/Method.java
index 7f8a755..ca04a08 100644
--- a/src/main/java/ru/ulstu/method/Method.java
+++ b/src/main/java/ru/ulstu/method/Method.java
@@ -86,7 +86,9 @@ public abstract class Method {
         Model model = getModel(timeSeries, parameters);
         TimeSeries forecast = generateEmptyForecastPoints(model.getTimeSeriesModel(), countPoints);
         forecast.getFirstValue().setValue(model.getTimeSeriesModel().getLastValue().getValue());
-        return getForecastWithValidParams(model, forecast);
+        forecast = getForecastWithValidParams(model, forecast);
+        forecast.getFirstValue().setValue(timeSeries.getLastValue().getValue());
+        return forecast;
     }
 
     protected TimeSeries generateEmptyForecastPoints(TimeSeries model, int countPointForecast) {
diff --git a/src/main/java/ru/ulstu/service/MethodParamBruteForce.java b/src/main/java/ru/ulstu/service/MethodParamBruteForce.java
index eab23f8..ec4a5af 100644
--- a/src/main/java/ru/ulstu/service/MethodParamBruteForce.java
+++ b/src/main/java/ru/ulstu/service/MethodParamBruteForce.java
@@ -37,9 +37,9 @@ class MethodParamBruteForce {
         this.methods = methods;
     }
 
-    public ModelingResult getForecast(TimeSeries timeSeries, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
-        List<Future<ModelingResult>> results = new ArrayList<>();
-        List<ModelingResult> results2 = new CopyOnWriteArrayList<>();
+    private ModelingResult getForecastByMethods(TimeSeries timeSeries, List<Method> methods, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        List<Future<ModelingResult>> futureModelingResults = new ArrayList<>();
+        List<ModelingResult> modelingResults = new CopyOnWriteArrayList<>();
         final int countPoints = (countPointsForecast > timeSeries.getLength()) ? timeSeries.getLength() / 3 : countPointsForecast;
         TimeSeries reducedTimeSeries = new TimeSeries(timeSeries.getValues().stream().limit(timeSeries.getLength() - countPoints).collect(Collectors.toList()),
                 "test part of " + timeSeries.getKey());
@@ -52,7 +52,7 @@ class MethodParamBruteForce {
             for (List<MethodParamValue> parametersValues : availableParametersValues) {
                 Method methodInstance = method.getClass().getDeclaredConstructor().newInstance();
                 if (methodInstance.canMakeForecast(reducedTimeSeries, parametersValues, countPoints)) {
-                    results.add(executors.submit(() -> {
+                    futureModelingResults.add(executors.submit(() -> {
                         TimeSeries forecast = syncDates(methodInstance.getForecast(reducedTimeSeries, parametersValues, countPoints), timeSeries);
                         return new ModelingResult(forecast, null,
                                 parametersValues,
@@ -62,17 +62,39 @@ class MethodParamBruteForce {
                 }
             }
         }
-        for (Future<ModelingResult> futureModelingResult : results) {
-            results2.add(futureModelingResult.get());
+        for (Future<ModelingResult> futureModelingResult : futureModelingResults) {
+            modelingResults.add(futureModelingResult.get());
         }
-        ModelingResult bestResult = results2.stream()
+
+        return getBestResultForecast(modelingResults, timeSeries, countPoints);
+    }
+
+    public ModelingResult getForecast(TimeSeries timeSeries, String methodClassName, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        Method method = methods.stream()
+                .filter(m -> m.getClass().getSimpleName().equals(methodClassName))
+                .findAny()
+                .orElseThrow(() -> new ModelingException("Неизвестный метод прогнозирования"));
+        return getForecastByMethods(timeSeries, List.of(method), countPointsForecast);
+    }
+
+    public ModelingResult getForecast(TimeSeries timeSeries, Method method, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        return getForecastByMethods(timeSeries, List.of(method), countPointsForecast);
+    }
+
+    public ModelingResult getForecast(TimeSeries timeSeries, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        return getForecastByMethods(timeSeries, methods, countPointsForecast);
+    }
+
+    private ModelingResult getBestResultForecast(List<ModelingResult> modelingResults,
+                                                 TimeSeries timeSeries,
+                                                 int countPoints) throws ModelingException {
+        ModelingResult bestResult = modelingResults.stream()
                 .min(Comparator.comparing(modelingResult -> modelingResult.getScore().getDoubleValue()))
                 .orElseThrow(() -> new ModelingException("Лучший метод не найден"));
 
         TimeSeries forecast = bestResult.getTimeSeriesMethod().getForecast(timeSeries,
                 bestResult.getParamValues(),
                 countPoints);
-        forecast.getValue(0).setValue(timeSeries.getNumericValue(timeSeries.getLength() - 1));
 
         return new ModelingResult(forecast,
                 bestResult.getTimeSeries(),
@@ -90,9 +112,12 @@ class MethodParamBruteForce {
         return forecast;
     }
 
+    /*
+    TODO:
     public TimeSeries getForecastWithOptimalLength(TimeSeries timeSeries) {
         throw new RuntimeException("Not implemented");
     }
+    */
 
     public ModelingResult getSmoothedTimeSeries(TimeSeries timeSeries) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
         List<Future<ModelingResult>> results = new ArrayList<>();
@@ -133,7 +158,7 @@ class MethodParamBruteForce {
             parameterOffset.put(methodParameter, 0);
             parameterValues.put(methodParameter, methodParameter.getAvailableValues());
         }
-        while (!isAllValuesUsed(parameterOffset, parameterValues)) {
+        while (isNotAllParameterValuesUsed(parameterOffset, parameterValues)) {
             List<MethodParamValue> resultRow = new ArrayList<>();
             for (MethodParameter methodParameter : parameterOffset.keySet()) {
                 resultRow.add(new MethodParamValue(methodParameter,
@@ -149,7 +174,7 @@ class MethodParamBruteForce {
                                  Map<MethodParameter, List<Number>> parameterValues) {
         List<MethodParameter> parameters = new ArrayList<>(parameterOffset.keySet());
         int i = 0;
-        while (i < parameters.size() && !isAllValuesUsed(parameterOffset, parameterValues)) {
+        while (i < parameters.size() && isNotAllParameterValuesUsed(parameterOffset, parameterValues)) {
             if (parameterOffset.get(parameters.get(i)) == parameterValues.get(parameters.get(i)).size() - 1) {
                 parameterOffset.put(parameters.get(i), 0);
                 i++;
@@ -163,14 +188,14 @@ class MethodParamBruteForce {
         }
     }
 
-    private boolean isAllValuesUsed(Map<MethodParameter, Integer> parameterOffset,
-                                    Map<MethodParameter, List<Number>> parameterValues) {
+    private boolean isNotAllParameterValuesUsed(Map<MethodParameter, Integer> parameterOffset,
+                                                Map<MethodParameter, List<Number>> parameterValues) {
         for (MethodParameter methodParameter : parameterOffset.keySet()) {
             if (parameterOffset.get(methodParameter) != parameterValues.get(methodParameter).size() - 1) {
-                return false;
+                return true;
             }
         }
-        return true;
+        return false;
     }
 
     public List<Method> getAvailableMethods() {
diff --git a/src/main/java/ru/ulstu/service/TimeSeriesService.java b/src/main/java/ru/ulstu/service/TimeSeriesService.java
index 1b84572..4b80bc7 100644
--- a/src/main/java/ru/ulstu/service/TimeSeriesService.java
+++ b/src/main/java/ru/ulstu/service/TimeSeriesService.java
@@ -1,5 +1,6 @@
 package ru.ulstu.service;
 
+import org.springframework.context.ApplicationContext;
 import org.springframework.stereotype.Service;
 import ru.ulstu.datamodel.ModelingResult;
 import ru.ulstu.datamodel.exception.ModelingException;
@@ -14,15 +15,22 @@ import java.util.concurrent.ExecutionException;
 @Service
 public class TimeSeriesService {
     private final MethodParamBruteForce methodParamBruteForce;
+    private final ApplicationContext applicationContext;
 
-    public TimeSeriesService(MethodParamBruteForce methodParamBruteForce) {
+    public TimeSeriesService(MethodParamBruteForce methodParamBruteForce,
+                             ApplicationContext applicationContext) {
         this.methodParamBruteForce = methodParamBruteForce;
+        this.applicationContext = applicationContext;
     }
 
     public ModelingResult getForecast(TimeSeries timeSeries, int countPoints) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
         return methodParamBruteForce.getForecast(timeSeries, countPoints);
     }
 
+    public ModelingResult getForecast(TimeSeries timeSeries, String methodClassName, int countPoints) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
+        return methodParamBruteForce.getForecast(timeSeries, methodClassName, countPoints);
+    }
+
     public ModelingResult smoothTimeSeries(TimeSeries timeSeries) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
         return methodParamBruteForce.getSmoothedTimeSeries(timeSeries);
     }